300 canonical paper links on this archive page.
- Is your noise correction noisy? PLS: Robustness to label noise with two stage detectionarxiv-2210.04578 Sparse Thin Ready implementation starting pointOct 1, 2022
- A Training and Inference Strategy Using Noisy and Enhanced Speech as Target for Speech Enhancement without Clean Speecharxiv-2210.15368 Sparse Thin Ready implementation starting pointOct 1, 2022
- A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinkingarxiv-2210.07494 Sparse Thin Ready implementation starting pointOct 1, 2022
- DCL-SLAM: A Distributed Collaborative LiDAR SLAM Framework for a Robotic Swarmarxiv-2210.11978 Sparse Thin Ready implementation starting pointOct 1, 2022
- Decoupling Features in Hierarchical Propagation for Video Object Segmentationarxiv-2210.09782 Sparse Thin Ready implementation starting pointOct 1, 2022
- Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular dataarxiv-2210.13043 Sparse Thin Ready implementation starting pointOct 1, 2022
- Hierarchical quantum circuit representations for neural architecture searcharxiv-2210.15073 Direct Thin Ready implementation starting pointOct 1, 2022
- InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddingsarxiv-2210.06432 Sparse Thin Ready implementation starting pointOct 1, 2022
- i-MAE: Are Latent Representations in Masked Autoencoders Linearly Separable?arxiv-2210.11470 Sparse Thin Ready implementation starting pointOct 1, 2022
- SimpleClick: Interactive Image Segmentation with Simple Vision Transformersarxiv-2210.11006 Curated Related Thin Ready implementation starting pointOct 1, 2022
- INR-V: A Continuous Representation Space for Video-based Generative Tasksarxiv-2210.16579 Sparse Thin Ready implementation starting pointOct 1, 2022
- Adversarial Robustness of Representation Learning for Knowledge Graphsarxiv-2210.00122 Sparse Thin Ready implementation starting pointOct 1, 2022
- Oflib: Facilitating Operations with and on Optical Flow Fields in Pythonarxiv-2210.05635 Sparse Thin Ready implementation starting pointOct 1, 2022
- A Survey of Dataset Refinement for Problems in Computer Vision Datasetsarxiv-2210.11717 Sparse Thin Ready implementation starting pointOct 1, 2022
- An Embarrassingly Simple Backdoor Attack on Self-supervised Learningarxiv-2210.07346 Sparse Thin Ready implementation starting pointOct 1, 2022
- Improving Object-centric Learning with Query Optimizationarxiv-2210.08990 Sparse Thin Ready implementation starting pointOct 1, 2022
- Solar Energetic Particle Time Series Analysis with Pythonarxiv-2210.10432 Sparse Thin Ready implementation starting pointOct 1, 2022
- How to Train Vision Transformer on Small-scale Datasets?arxiv-2210.07240 Sparse Thin Ready implementation starting pointOct 1, 2022
- Redistributor: Transforming Empirical Data Distributionsarxiv-2210.14219 Sparse Thin Ready implementation starting pointOct 1, 2022
- Hypergraphs for multiscale cycles in structured dataarxiv-2210.07545 Sparse Thin Ready implementation starting pointOct 1, 2022
- Detecting Label Errors in Token Classification Dataarxiv-2210.03920 Sparse Thin Ready implementation starting pointOct 1, 2022
- MEDFAIR: Benchmarking Fairness for Medical Imagingarxiv-2210.01725 Sparse Thin Ready implementation starting pointOct 1, 2022
- GLM-130B: An Open Bilingual Pre-trained Modelarxiv-2210.02414 Sparse Thin Ready implementation starting pointOct 1, 2022
- Habitat-Matterport 3D Semantics Datasetarxiv-2210.05633 Direct Thin Ready implementation starting pointOct 1, 2022
- PyHopper -- Hyperparameter optimizationarxiv-2210.04728 Sparse Thin Ready implementation starting pointOct 1, 2022
- MetaFormer Baselines for Visionarxiv-2210.13452 Direct Thin Ready implementation starting pointOct 1, 2022
- Brain Network Transformerarxiv-2210.06681 Sparse Thin Ready implementation starting pointOct 1, 2022
- BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Miningarxiv-2210.10341 Sparse Thin Ready implementation starting pointOct 1, 2022
- Towards Robust k-Nearest-Neighbor Machine Translationarxiv-2210.08808 Sparse Thin Ready implementation starting pointOct 1, 2022
- Hidet: Task-Mapping Programming Paradigm for Deep Learning Tensor Programsarxiv-2210.09603 Sparse Thin Ready implementation starting pointOct 1, 2022
- DyG2Vec: Efficient Representation Learning for Dynamic Graphsarxiv-2210.16906 Sparse Thin Ready implementation starting pointOct 1, 2022
- Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagationarxiv-2210.07394 Direct Thin Ready implementation starting pointOct 1, 2022
- MiDe22: An Annotated Multi-Event Tweet Dataset for Misinformation Detectionarxiv-2210.05401 Sparse Thin Ready implementation starting pointOct 1, 2022
- Fields2Cover: An open-source coverage path planning library for unmanned agricultural vehiclesarxiv-2210.07838 Direct Thin Ready implementation starting pointOct 1, 2022
- TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysisarxiv-2210.02186 Sparse Thin Ready implementation starting pointOct 1, 2022
- How Large Language Models are Transforming Machine-Paraphrased Plagiarismarxiv-2210.03568 Sparse Thin Ready implementation starting pointOct 1, 2022
- A Multilevel Reinforcement Learning Framework for PDE-based Controlarxiv-2210.08400 Sparse Thin Ready implementation starting pointOct 1, 2022
- Transfer Learning on Heterogeneous Feature Spaces for Treatment Effects Estimationarxiv-2210.06183 Sparse Thin Ready implementation starting pointOct 1, 2022
- FineD-Eval: Fine-grained Automatic Dialogue-Level Evaluationarxiv-2210.13832 Sparse Thin Ready implementation starting pointOct 1, 2022
- GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformersarxiv-2210.17323 Sparse Thin Ready implementation starting pointOct 1, 2022
- CLIP-Fields: Weakly Supervised Semantic Fields for Robotic Memoryarxiv-2210.05663 Sparse Thin Ready implementation starting pointOct 1, 2022
- Calibration and Uncertainty Characterization for Ultra-Wideband Two-Way-Ranging Measurementsarxiv-2210.05888 Sparse Thin Ready implementation starting pointOct 1, 2022
- SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Controlarxiv-2210.17432 Sparse Thin Ready implementation starting pointOct 1, 2022
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterizationarxiv-2210.10199 Sparse Thin Ready implementation starting pointOct 1, 2022
- Coordinate Descent for SLOPEarxiv-2210.14780 Sparse Thin Ready implementation starting pointOct 1, 2022
- Real-Time Reinforcement Learning for Vision-Based Robotics Utilizing Local and Remote Computersarxiv-2210.02317 Sparse Thin Ready implementation starting pointOct 1, 2022
- Graphie: A network-based visual interface for UK's Primary Legislationarxiv-2210.02165 Sparse Thin Ready implementation starting pointOct 1, 2022
- Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofsarxiv-2210.12283 Direct Thin Ready implementation starting pointOct 1, 2022
- Towards an Automated Framework for Realizing Quantum Computing Solutionsarxiv-2210.14928 Sparse Thin Ready implementation starting pointOct 1, 2022
- LongShortNet: Exploring Temporal and Semantic Features Fusion in Streaming Perceptionarxiv-2210.15518 Sparse Thin Ready implementation starting pointOct 1, 2022
- Controlled Text Reductionarxiv-2210.13449 Sparse Thin Ready implementation starting pointOct 1, 2022
- ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understandingarxiv-2210.06155 Sparse Thin Ready implementation starting pointOct 1, 2022
- Measuring line-of-sight shear with Einstein rings: a proof of conceptarxiv-2210.07210 Sparse Thin Ready implementation starting pointOct 1, 2022
- Neighbourhood Representative Sampling for Efficient End-to-end Video Quality Assessmentarxiv-2210.05357 Sparse Thin Ready implementation starting pointOct 1, 2022
- H2RBox: Horizontal Box Annotation is All You Need for Oriented Object Detectionarxiv-2210.06742 Sparse Thin Ready implementation starting pointOct 1, 2022
- Personalized Treatment Selection via Product Partition Models with Covariatesarxiv-2210.06030 Sparse Thin Ready implementation starting pointOct 1, 2022
- Point Transformer V2: Grouped Vector Attention and Partition-based Poolingarxiv-2210.05666 Sparse Thin Ready implementation starting pointOct 1, 2022
- HYPRO: A Hybridly Normalized Probabilistic Model for Long-Horizon Prediction of Event Sequencesarxiv-2210.01753 Sparse Thin Ready implementation starting pointOct 1, 2022
- Feature-Proxy Transformer for Few-Shot Segmentationarxiv-2210.06908 Sparse Thin Ready implementation starting pointOct 1, 2022
- BEANS: The Benchmark of Animal Soundsarxiv-2210.12300 Sparse Thin Ready implementation starting pointOct 1, 2022
- Foundation Transformersarxiv-2210.06423 Sparse Thin Ready implementation starting pointOct 1, 2022
- Underspecification in Language Modeling Tasks: A Causality-Informed Study of Gendered Pronoun Resolutionarxiv-2210.00131 Sparse Thin Ready implementation starting pointOct 1, 2022
- Improving Label-Deficient Keyword Spotting Through Self-Supervised Pretrainingarxiv-2210.01703 Sparse Thin Ready implementation starting pointOct 1, 2022
- SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languagesarxiv-2210.11621 Sparse Thin Ready implementation starting pointOct 1, 2022
- PlanT: Explainable Planning Transformers via Object-Level Representationsarxiv-2210.14222 Sparse Thin Ready implementation starting pointOct 1, 2022
- Visual Classification via Description from Large Language Modelsarxiv-2210.07183 Sparse Thin Ready implementation starting pointOct 1, 2022
- Mass-Editing Memory in a Transformerarxiv-2210.07229 Sparse Thin Ready implementation starting pointOct 1, 2022
- CROWDLAB: Supervised learning to infer consensus labels and quality scores for data with multiple annotatorsarxiv-2210.06812 Direct Thin Ready implementation starting pointOct 1, 2022
- TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Basesarxiv-2210.12925 Sparse Thin Ready implementation starting pointOct 1, 2022
- Exploring the Value of Pre-trained Language Models for Clinical Named Entity Recognitionarxiv-2210.12770 Sparse Thin Ready implementation starting pointOct 1, 2022
- Differentially Private Optimization on Large Model at Small Costarxiv-2210.00038 Direct Thin Ready implementation starting pointOct 1, 2022
- BVI-VFI: A Video Quality Database for Video Frame Interpolationarxiv-2210.00823 Sparse Thin Ready implementation starting pointOct 1, 2022
- Universal and Independent: Multilingual Probing Framework for Exhaustive Model Interpretation and Evaluationarxiv-2210.13236 Sparse Thin Ready implementation starting pointOct 1, 2022
- Efficient Bi-Level Optimization for Recommendation Denoisingarxiv-2210.10321 Sparse Thin Ready implementation starting pointOct 1, 2022
- Explaining Patterns in Data with Language Models via Interpretable Autopromptingarxiv-2210.01848 Direct Thin Ready implementation starting pointOct 1, 2022
- ParaDime: A Framework for Parametric Dimensionality Reductionarxiv-2210.04582 Sparse Thin Ready implementation starting pointOct 1, 2022
- A Primal-Dual Approach to Solving Variational Inequalities with General Constraintsarxiv-2210.15659 Sparse Thin Ready implementation starting pointOct 1, 2022
- Benchmarking Learning Efficiency in Deep Reservoir Computingarxiv-2210.02549 Sparse Thin Ready implementation starting pointOct 1, 2022
- What the DAAM: Interpreting Stable Diffusion Using Cross Attentionarxiv-2210.04885 Sparse Thin Ready implementation starting pointOct 1, 2022
- Improving ProtoNet for Few-Shot Video Object Recognition: Winner of ORBIT Challenge 2022arxiv-2210.00174 Sparse Thin Ready implementation starting pointOct 1, 2022
- U-HRNet: Delving into Improving Semantic Representation of High Resolution Network for Dense Predictionarxiv-2210.07140 Sparse Thin Ready implementation starting pointOct 1, 2022
- MTet: Multi-domain Translation for English and Vietnamesearxiv-2210.05610 Sparse Thin Ready implementation starting pointOct 1, 2022
- MTEB: Massive Text Embedding Benchmarkarxiv-2210.07316 Sparse Thin Ready implementation starting pointOct 1, 2022
- A Systematic Survey of Chemical Pre-trained Modelsarxiv-2210.16484 Sparse Thin Ready implementation starting pointOct 1, 2022
- Automatic Chain of Thought Prompting in Large Language Modelsarxiv-2210.03493 Sparse Thin Ready implementation starting pointOct 1, 2022
- PDEBENCH: An Extensive Benchmark for Scientific Machine Learningarxiv-2210.07182 Sparse Thin Ready implementation starting pointOct 1, 2022
- A Second Wave of UD Hebrew Treebanking and Cross-Domain Parsingarxiv-2210.07873 Direct Thin Ready implementation starting pointOct 1, 2022
- Diverse Misinformation: Impacts of Human Biases on Detection of Deepfakes on Networksarxiv-2210.10026 Sparse Thin Ready implementation starting pointOct 1, 2022
- Retrieval-Augmented and Knowledge-Grounded Language Models for Faithful Clinical Medicinearxiv-2210.12777 Sparse Thin Ready implementation starting pointOct 1, 2022
- A Clinical Dataset for the Evaluation of Motion Planners in Medical Applicationsarxiv-2210.10834 Sparse Thin Ready implementation starting pointOct 1, 2022
- Towards a Unified Multi-Dimensional Evaluator for Text Generationarxiv-2210.07197 Sparse Thin Ready implementation starting pointOct 1, 2022
- Stochastic Occupancy Grid Map Prediction in Dynamic Scenesarxiv-2210.08577 Direct Thin Ready implementation starting pointOct 1, 2022
- ProContEXT: Exploring Progressive Context Transformer for Trackingarxiv-2210.15511 Sparse Thin Ready implementation starting pointOct 1, 2022
- Temporal Action Segmentation: An Analysis of Modern Techniquesarxiv-2210.10352 Sparse Thin Ready implementation starting pointOct 1, 2022
- Whitening Convergence Rate of Coupling-based Normalizing Flowsarxiv-2210.14032 Sparse Thin Ready implementation starting pointOct 1, 2022
- DeepSportradar-v1: Computer Vision Dataset for Sports Understanding with High Quality Annotationsdoi-10.1145_3552437.3555699 Sparse Thin Ready implementation starting pointSep 30, 2022
- Learning Low-Frequency Motion Control for Robust and Dynamic Robot Locomotionarxiv-2209.14887 Sparse Thin Ready implementation starting pointSep 29, 2022
- UTC Time, Formally Verifiedarxiv-2209.14227 Sparse Thin Ready implementation starting pointSep 28, 2022
- Augmenting Interpretable Models with LLMs during Trainingarxiv-2209.11799 Sparse Thin Ready implementation starting pointSep 23, 2022
- Augmenting Interpretable Models with LLMs during Trainingdoi-10.48550_arxiv.2209.11799 Sparse Thin Ready implementation starting pointSep 23, 2022
- A framework for benchmarking clustering algorithmsarxiv-2209.09493 Sparse Thin Ready implementation starting pointSep 20, 2022
- Automated Implementation of Windows-related Security-Configuration Guidesarxiv-2209.08936 Sparse Thin Ready implementation starting pointSep 19, 2022
- Toward reliability in the NISQ era: Robust interval guarantee for quantum measurements on approximate statesdoi-10.1103_physrevresearch.4.033217 Sparse Thin Ready implementation starting pointSep 19, 2022
- A Comprehensive Benchmark for COVID-19 Predictive Modeling Using Electronic Health Records in Intensive Carearxiv-2209.07805 Sparse Thin Ready implementation starting pointSep 16, 2022
- MobileViTv3: Mobile-Friendly Vision Transformer with Simple and Effective Fusion of Local, Global and Input Featuresarxiv-2209.15159 Sparse Thin Ready implementation starting pointSep 1, 2022
- OSDP: Optimal Sharded Data Parallel for Distributed Deep Learningarxiv-2209.13258 Sparse Thin Ready implementation starting pointSep 1, 2022
- Delving into the Devils of Bird's-eye-view Perception: A Review, Evaluation and Recipearxiv-2209.05324 Direct Thin Ready implementation starting pointSep 1, 2022
- Unified Fully and Timestamp Supervised Temporal Action Segmentation via Sequence to Sequence Translationarxiv-2209.00638 Sparse Thin Ready implementation starting pointSep 1, 2022
- SEMICON: A Learning-to-hash Solution for Large-scale Fine-grained Image Retrievalarxiv-2209.13833 Sparse Thin Ready implementation starting pointSep 1, 2022
- Quantitative probing: Validating causal models using quantitative domain knowledgearxiv-2209.03013 Sparse Thin Ready implementation starting pointSep 1, 2022
- Generalizing intrusion detection for heterogeneous networks: A stacked-unsupervised federated learning approacharxiv-2209.00721 Sparse Thin Ready implementation starting pointSep 1, 2022
- LED down the rabbit hole: exploring the potential of global attention for biomedical multi-document summarisationarxiv-2209.08698 Sparse Thin Ready implementation starting pointSep 1, 2022
- Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restorationarxiv-2209.11345 Sparse Thin Ready implementation starting pointSep 1, 2022
- Distributed decentralized receding horizon control for very large-scale networks with application to satellite mega-constellationsarxiv-2209.14951 Sparse Thin Ready implementation starting pointSep 1, 2022
- Generate rather than Retrieve: Large Language Models are Strong Context Generatorsarxiv-2209.10063 Sparse Thin Ready implementation starting pointSep 1, 2022
- SpaDE: Improving Sparse Representations using a Dual Document Encoder for First-stage Retrievalarxiv-2209.05917 Sparse Thin Ready implementation starting pointSep 1, 2022
- Dive into Self-Supervised Learning for Medical Image Analysis: Data, Models and Tasksarxiv-2209.12157 Sparse Thin Ready implementation starting pointSep 1, 2022
- Expanding the Deployment Envelope of Behavior Prediction via Adaptive Meta-Learningarxiv-2209.11820 Sparse Thin Ready implementation starting pointSep 1, 2022
- Topical Review: Extracting Molecular Frame Photoionization Dynamics from Experimental Dataarxiv-2209.04301 Sparse Thin Ready implementation starting pointSep 1, 2022
- polyBERT: A chemical language model to enable fully machine-driven ultrafast polymer informaticsarxiv-2209.14803 Sparse Thin Ready implementation starting pointSep 1, 2022
- 3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentationarxiv-2209.15076 Sparse Thin Ready implementation starting pointSep 1, 2022
- Natural Language Processing Methods to Identify Oncology Patients at High Risk for Acute Care with Clinical Notesarxiv-2209.13860 Sparse Thin Ready implementation starting pointSep 1, 2022
- Self-distilled Feature Aggregation for Self-supervised Monocular Depth Estimationarxiv-2209.07088 Sparse Thin Ready implementation starting pointSep 1, 2022
- Revisiting Image Pyramid Structure for High Resolution Salient Object Detectionarxiv-2209.09475 Direct Thin Ready implementation starting pointSep 1, 2022
- Dordis: Efficient Federated Learning with Dropout-Resilient Differential Privacyarxiv-2209.12528 Sparse Thin Ready implementation starting pointSep 1, 2022
- Rethinking the Unpretentious U-net for Medical Ultrasound Image Segmentationarxiv-2209.07193 Sparse Thin Ready implementation starting pointSep 1, 2022
- Distribution inference risks: Identifying and mitigating sources of leakagearxiv-2209.08541 Sparse Thin Ready implementation starting pointSep 1, 2022
- Accurate and Efficient Stereo Matching via Attention Concatenation Volumearxiv-2209.12699 Sparse Thin Ready implementation starting pointSep 1, 2022
- Generalized One-shot Domain Adaptation of Generative Adversarial Networksarxiv-2209.03665 Sparse Thin Ready implementation starting pointSep 1, 2022
- MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learningarxiv-2209.07902 Sparse Thin Ready implementation starting pointSep 1, 2022
- Neuro-evolutionary evidence for a universal fractal primate brain shapearxiv-2209.08066 Sparse Thin Ready implementation starting pointSep 1, 2022
- Lexical Simplification Benchmarks for English, Portuguese, and Spanisharxiv-2209.05301 Sparse Thin Ready implementation starting pointSep 1, 2022
- An Empirical Study on Cross-X Transfer for Legal Judgment Predictionarxiv-2209.12325 Direct Thin Ready implementation starting pointSep 1, 2022
- Multi-Granularity Prediction for Scene Text Recognitionarxiv-2209.03592 Direct Thin Ready implementation starting pointSep 1, 2022
- Graph of groups decompositions of graph braid groupsarxiv-2209.03860 Sparse Thin Ready implementation starting pointSep 1, 2022
- Testing Causality in Scientific Modelling Softwarearxiv-2209.00357 Sparse Thin Ready implementation starting pointSep 1, 2022
- clusterBMA: Bayesian model averaging for clusteringarxiv-2209.04117 Sparse Thin Ready implementation starting pointSep 1, 2022
- Transformer Meets Boundary Value Inverse Problemsarxiv-2209.14977 Sparse Thin Ready implementation starting pointSep 1, 2022
- Test-Time Training with Masked Autoencodersarxiv-2209.07522 Sparse Thin Ready implementation starting pointSep 1, 2022
- Localized states in active fluidsarxiv-2209.02581 Sparse Thin Ready implementation starting pointSep 1, 2022
- Does CLIP Know My Face?arxiv-2209.07341 Sparse Thin Ready implementation starting pointSep 1, 2022
- Periodic Graph Transformers for Crystal Material Property Predictionarxiv-2209.11807 Curated Related Thin Ready implementation starting pointSep 1, 2022
- TAD: A Large-Scale Benchmark for Traffic Accidents Detection from Video Surveillancearxiv-2209.12386 Sparse Thin Ready implementation starting pointSep 1, 2022
- SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentationarxiv-2209.08575 Sparse Thin Ready implementation starting pointSep 1, 2022
- Data-Driven Spectral Submanifold Reduction for Nonlinear Optimal Control of High-Dimensional Robotsarxiv-2209.05712 Sparse Thin Ready implementation starting pointSep 1, 2022
- CMGAN: Conformer-Based Metric-GAN for Monaural Speech Enhancementarxiv-2209.11112 Sparse Thin Ready implementation starting pointSep 1, 2022
- Sample Fit Reliabilityarxiv-2209.06631 Sparse Thin Ready implementation starting pointSep 1, 2022
- Spikformer: When Spiking Neural Network Meets Transformerarxiv-2209.15425 Sparse Thin Ready implementation starting pointSep 1, 2022
- PPT: token-Pruned Pose Transformer for monocular and multi-view human pose estimationarxiv-2209.08194 Sparse Thin Ready implementation starting pointSep 1, 2022
- KISS-ICP: In Defense of Point-to-Point ICP -- Simple, Accurate, and Robust Registration If Done the Right Wayarxiv-2209.15397 Direct Thin Ready implementation starting pointSep 1, 2022
- Extend and Explain: Interpreting Very Long Language Modelsarxiv-2209.01174 Sparse Thin Ready implementation starting pointSep 1, 2022
- Detectability of Rotational Modulation in Kepler Sun-like Stars as a Function of Agearxiv-2209.03279 Sparse Thin Ready implementation starting pointSep 1, 2022
- A Phantom Menace: On the Morphology of the Galactic Center Excessarxiv-2209.00006 Sparse Thin Ready implementation starting pointSep 1, 2022
- HarDNet-DFUS: An Enhanced Harmonically-Connected Network for Diabetic Foot Ulcer Image Segmentation and Colonoscopy Polyp Segmentationarxiv-2209.07313 Sparse Thin Ready implementation starting pointSep 1, 2022
- Retinal Image Restoration and Vessel Segmentation using Modified Cycle-CBAM and CBAM-UNetarxiv-2209.04234 Sparse Thin Ready implementation starting pointSep 1, 2022
- Fast Neural Kernel Embeddings for General Activationsarxiv-2209.04121 Sparse Thin Ready implementation starting pointSep 1, 2022
- Pseudo-CTs from T1-weighted MRI for planning of low-intensity transcranial focused ultrasound neuromodulation: an open-source toolarxiv-2209.12031 Sparse Thin Ready implementation starting pointSep 1, 2022
- Route Planning for Last-Mile Deliveries Using Mobile Parcel Lockers: A Hybrid Q-Learning Network Approacharxiv-2209.04265 Sparse Thin Ready implementation starting pointSep 1, 2022
- Generalized Parametric Contrastive Learningarxiv-2209.12400 Direct Thin Ready implementation starting pointSep 1, 2022
- Levenshtein OCRarxiv-2209.03594 Direct Thin Ready implementation starting pointSep 1, 2022
- Instruction-driven history-aware policies for robotic manipulationsarxiv-2209.04899 Sparse Thin Ready implementation starting pointSep 1, 2022
- Meta Pattern Concern Score: A Novel Evaluation Measure with Human Values for Multi-classifiersarxiv-2209.06408 Sparse Thin Ready implementation starting pointSep 1, 2022
- Motion Transformer with Global Intention Localization and Local Movement Refinementarxiv-2209.13508 Sparse Thin Ready implementation starting pointSep 1, 2022
- Treating Motion as Option to Reduce Motion Dependency in Unsupervised Video Object Segmentationarxiv-2209.03138 Direct Thin Ready implementation starting pointSep 1, 2022
- Neural Network Approach to Scaling Analysis of Critical Phenomenaarxiv-2209.01777 Sparse Thin Ready implementation starting pointSep 1, 2022
- Constrained Update Projection Approach to Safe Policy Optimizationarxiv-2209.07089 Sparse Thin Ready implementation starting pointSep 1, 2022
- Concept Activation Regions: A Generalized Framework For Concept-Based Explanationsarxiv-2209.11222 Sparse Thin Ready implementation starting pointSep 1, 2022
- NAG-GS: Semi-Implicit, Accelerated and Robust Stochastic Optimizerarxiv-2209.14937 Sparse Thin Ready implementation starting pointSep 1, 2022
- Risk of Bias in Chest Radiography Deep Learning Foundation Modelsarxiv-2209.02965 Sparse Thin Ready implementation starting pointSep 1, 2022
- Computing Phylo-k-mersarxiv-2209.09242 Direct Thin Ready implementation starting pointSep 1, 2022
- Clustering by Direct Optimization of the Medoid Silhouettearxiv-2209.12553 Direct Thin Ready implementation starting pointSep 1, 2022
- CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentationarxiv-2209.11359 Sparse Thin Ready implementation starting pointSep 1, 2022
- Tree Methods for Hierarchical Classification in Parallelarxiv-2209.10288 Sparse Thin Ready implementation starting pointSep 1, 2022
- How people talk about each other: Modeling Generalized Intergroup Bias and Emotionarxiv-2209.06687 Sparse Thin Ready implementation starting pointSep 1, 2022
- Coverage error optimal confidence intervals for local polynomial regressiondoi-10.3150_21-bej1445 Sparse Thin Ready implementation starting pointAug 29, 2022
- FastQSL: A Fast Computation Method for Quasi-separatrix Layersarxiv-2208.12569 Sparse Thin Ready implementation starting pointAug 26, 2022
- DeepSportradar-v1: Computer Vision Dataset for Sports Understanding with High Quality Annotationsarxiv-2208.08190 Sparse Thin Ready implementation starting pointAug 17, 2022
- Global Self-Attention as a Replacement for Graph Convolutiondoi-10.1145_3534678.3539296 Sparse Thin Ready implementation starting pointAug 12, 2022
- LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrievalarxiv-2208.13661 Sparse Thin Ready implementation starting pointAug 1, 2022
- AdaBin: Improving Binary Neural Networks with Adaptive Binary Setsarxiv-2208.08084 Direct Thin Ready implementation starting pointAug 1, 2022
- Towards robust music source separation on loud commercial musicarxiv-2208.14355 Curated Related Thin Ready implementation starting pointAug 1, 2022
- CrackSeg9k: A Collection and Benchmark for Crack Segmentation Datasets and Frameworksarxiv-2208.13054 Sparse Thin Ready implementation starting pointAug 1, 2022
- When CNN Meet with ViT: Towards Semi-Supervised Learning for Multi-Class Medical Image Semantic Segmentationarxiv-2208.06449 Direct Thin Ready implementation starting pointAug 1, 2022
- Diffusion Policies as an Expressive Policy Class for Offline Reinforcement Learningarxiv-2208.06193 Sparse Thin Ready implementation starting pointAug 1, 2022
- The GENEA Challenge 2022: A large evaluation of data-driven co-speech gesture generationarxiv-2208.10441 Sparse Thin Ready implementation starting pointAug 1, 2022
- CathSim: An Open-source Simulator for Endovascular Interventionarxiv-2208.01455 Direct Thin Ready implementation starting pointAug 1, 2022
- What Can Transformers Learn In-Context? A Case Study of Simple Function Classesarxiv-2208.01066 Sparse Thin Ready implementation starting pointAug 1, 2022
- A Human-in-the-Middle Attack against Object Detection Systemsarxiv-2208.07174 Sparse Thin Ready implementation starting pointAug 1, 2022
- CLIFF: Carrying Location Information in Full Frames into Human Pose and Shape Estimationarxiv-2208.00571 Direct Thin Ready implementation starting pointAug 1, 2022
- Next Generation Computational Tools for the Modeling and Design of Particle Accelerators at Exascalearxiv-2208.02382 Sparse Thin Ready implementation starting pointAug 1, 2022
- MinVIS: A Minimal Video Instance Segmentation Framework without Video-based Trainingarxiv-2208.02245 Sparse Thin Ready implementation starting pointAug 1, 2022
- Individual Tree Detection in Large-Scale Urban Environments using High-Resolution Multispectral Imageryarxiv-2208.10607 Sparse Thin Ready implementation starting pointAug 1, 2022
- Morpho -- A programmable environment for shape optimization and shapeshifting problemsarxiv-2208.07859 Sparse Thin Ready implementation starting pointAug 1, 2022
- Video-TransUNet: Temporally Blended Vision Transformer for CT VFSS Instance Segmentationarxiv-2208.08315 Sparse Thin Ready implementation starting pointAug 1, 2022
- Interpretable bilinear attention network with domain adaptation improves drug-target predictionarxiv-2208.02194 Sparse Thin Ready implementation starting pointAug 1, 2022
- Unifying local and global model explanations by functional decomposition of low dimensional structuresarxiv-2208.06151 Sparse Thin Ready implementation starting pointAug 1, 2022
- An Open-Source Cultural Consensus Approach to Name-Based Gender Classificationarxiv-2208.01714 Sparse Thin Ready implementation starting pointAug 1, 2022
- Investigating Efficiently Extending Transformers for Long Input Summarizationarxiv-2208.04347 Sparse Thin Ready implementation starting pointAug 1, 2022
- Generative Action Description Prompts for Skeleton-based Action Recognitionarxiv-2208.05318 Sparse Thin Ready implementation starting pointAug 1, 2022
- Analyzing Fairness in Deepfake Detection With Massively Annotated Databasesarxiv-2208.05845 Sparse Thin Ready implementation starting pointAug 1, 2022
- Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Modelsarxiv-2208.06677 Direct Thin Ready implementation starting pointAug 1, 2022
- DenseShift: Towards Accurate and Efficient Low-Bit Power-of-Two Quantizationarxiv-2208.09708 Sparse Thin Ready implementation starting pointAug 1, 2022
- Expanding Language-Image Pretrained Models for General Video Recognitionarxiv-2208.02816 Sparse Thin Ready implementation starting pointAug 1, 2022
- HST: Hierarchical Swin Transformer for Compressed Image Super-resolutionarxiv-2208.09885 Sparse Thin Ready implementation starting pointAug 1, 2022
- To coalesce or not to coalesce: Droplets and surface tension gradientsarxiv-2208.09307 Sparse Thin Ready implementation starting pointAug 1, 2022
- Ghost-free High Dynamic Range Imaging with Context-aware Transformerarxiv-2208.05114 Sparse Thin Ready implementation starting pointAug 1, 2022
- Domain-Specific Text Generation for Machine Translationarxiv-2208.05909 Sparse Thin Ready implementation starting pointAug 1, 2022
- FCN-Transformer Feature Fusion for Polyp Segmentationarxiv-2208.08352 Sparse Thin Ready implementation starting pointAug 1, 2022
- AA-Forecast: Anomaly-Aware Forecast for Extreme Eventsarxiv-2208.09933 Direct Thin Ready implementation starting pointAug 1, 2022
- Sparse Polynomial Optimization: Theory and Practicearxiv-2208.11158 Sparse Thin Ready implementation starting pointAug 1, 2022
- Sasaki-Einstein 7-manifolds and Orlik's conjecturearxiv-2208.10666 Sparse Thin Ready implementation starting pointAug 1, 2022
- Towards Robust Deep Learning using Entropic Lossesarxiv-2208.03566 Sparse Thin Ready implementation starting pointAug 1, 2022
- VILT: Video Instructions Linking for Complex Tasksarxiv-2208.10858 Sparse Thin Ready implementation starting pointAug 1, 2022
- Retrieval-based Controllable Molecule Generationarxiv-2208.11126 Sparse Thin Ready implementation starting pointAug 1, 2022
- Transferability Ranking of Adversarial Examplesarxiv-2208.10878 Sparse Thin Ready implementation starting pointAug 1, 2022
- Frozen CLIP Models are Efficient Video Learnersarxiv-2208.03550 Sparse Thin Ready implementation starting pointAug 1, 2022
- Abstractive Meeting Summarization: A Surveyarxiv-2208.04163 Sparse Thin Ready implementation starting pointAug 1, 2022
- Grounded Affordance from Exocentric Viewarxiv-2208.13196 Direct Thin Ready implementation starting pointAug 1, 2022
- Quantifying French Document Complexityarxiv-2208.12924 Sparse Thin Ready implementation starting pointAug 1, 2022
- The Yarkovsky effect in REBOUNDxarxiv-2208.09987 Direct Thin Ready implementation starting pointAug 1, 2022
- LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scalearxiv-2208.07339 Direct Thin Ready implementation starting pointAug 1, 2022
- Atlas: Few-shot Learning with Retrieval Augmented Language Modelsarxiv-2208.03299 Sparse Thin Ready implementation starting pointAug 1, 2022
- Large-scale Building Damage Assessment using a Novel Hierarchical Transformer Architecture on Satellite Imagesarxiv-2208.02205 Sparse Thin Ready implementation starting pointAug 1, 2022
- Transformers with Learnable Activation Functionsarxiv-2208.14111 Sparse Thin Ready implementation starting pointAug 1, 2022
- Solving Royal Game of Ur Using Reinforcement Learningarxiv-2208.10669 Sparse Thin Ready implementation starting pointAug 1, 2022
- LATTE: LAnguage Trajectory TransformErarxiv-2208.02918 Sparse Thin Ready implementation starting pointAug 1, 2022
- DPTDR: Deep Prompt Tuning for Dense Passage Retrievalarxiv-2208.11503 Sparse Thin Ready implementation starting pointAug 1, 2022
- Fraud Dataset Benchmark and Applicationsarxiv-2208.14417 Sparse Thin Ready implementation starting pointAug 1, 2022
- Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessmentarxiv-2208.04321 Sparse Thin Ready implementation starting pointAug 1, 2022
- Z-BERT-A: a zero-shot Pipeline for Unknown Intent detectionarxiv-2208.07084 Sparse Thin Ready implementation starting pointAug 1, 2022
- The optimality of word lengths. Theoretical foundations and an empirical studyarxiv-2208.10384 Sparse Thin Ready implementation starting pointAug 1, 2022
- Reduction Rules and ILP Are All You Need: Minimal Directed Feedback Vertex Setarxiv-2208.01119 Sparse Thin Ready implementation starting pointAug 1, 2022
- Neural Networks for Extreme Quantile Regression with an Application to Forecasting of Flood Riskarxiv-2208.07590 Sparse Thin Ready implementation starting pointAug 1, 2022
- USB: A Unified Semi-supervised Learning Benchmark for Classificationarxiv-2208.07204 Sparse Thin Ready implementation starting pointAug 1, 2022
- [Reproducibility Report] Path Planning using Neural A* Searcharxiv-2208.04153 Sparse Thin Ready implementation starting pointAug 1, 2022
- Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translationarxiv-2208.05309 Sparse Thin Ready implementation starting pointAug 1, 2022
- AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Resultsarxiv-2208.11184 Sparse Thin Ready implementation starting pointAug 1, 2022
- Multidisciplinary learning through collective performance favors decentralizationarxiv-2208.11618 Sparse Thin Ready implementation starting pointAug 1, 2022
- Enhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal Embeddings in Traffic Forecastingarxiv-2208.03063 Sparse Thin Ready implementation starting pointAug 1, 2022
- Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studiesarxiv-2208.10264 Sparse Thin Ready implementation starting pointAug 1, 2022
- Triple-View Feature Learning for Medical Image Segmentationarxiv-2208.06303 Sparse Thin Ready implementation starting pointAug 1, 2022
- ConTextual Masked Auto-Encoder for Dense Passage Retrievalarxiv-2208.07670 Sparse Thin Ready implementation starting pointAug 1, 2022
- Generative Models of Multi-channel Data from a Single Example -- Application to Dust Emissionarxiv-2208.03538 Sparse Thin Ready implementation starting pointAug 1, 2022
- Detecting Multivariate Time Series Anomalies with Zero Known Labelarxiv-2208.02108 Sparse Thin Ready implementation starting pointAug 1, 2022
- YOLOX-PAI: An Improved YOLOX, Stronger and Faster than YOLOv6arxiv-2208.13040 Direct Thin Ready implementation starting pointAug 1, 2022
- Conditional Antibody Design as 3D Equivariant Graph Translationarxiv-2208.06073 Sparse Thin Ready implementation starting pointAug 1, 2022
- Likelihood-Free Parameter Estimation with Neural Bayes Estimatorsarxiv-2208.12942 Sparse Thin Ready implementation starting pointAug 1, 2022
- Learning Object Manipulation Skills from Video via Approximate Differentiable Physicsarxiv-2208.01960 Sparse Thin Ready implementation starting pointAug 1, 2022
- Learning with Combinatorial Optimization Layers: a Probabilistic Approacharxiv-2207.13513 Direct Thin Ready implementation starting pointJul 27, 2022
- Learning with Combinatorial Optimization Layers: a Probabilistic Approachdoi-10.48550_arxiv.2207.13513 Sparse Thin Ready implementation starting pointJul 27, 2022
- DETRs with Hybrid Matchingarxiv-2207.13080 Sparse Thin Ready implementation starting pointJul 26, 2022
- No Language Left Behind: Scaling Human-Centered Machine Translationdoi-10.48550_arxiv.2207.04672 Sparse Thin Ready implementation starting pointJul 11, 2022
- FewSOL: A Dataset for Few-Shot Object Learning in Robotic Environmentsarxiv-2207.03333 Sparse Thin Ready implementation starting pointJul 6, 2022
- Understanding Performance of Long-Document Ranking Models through Comprehensive Evaluation and Leaderboardingarxiv-2207.01262 Sparse Thin Ready implementation starting pointJul 1, 2022
- Wave-ViT: Unifying Wavelet and Transformers for Visual Representation Learningarxiv-2207.04978 Sparse Thin Ready implementation starting pointJul 1, 2022
- Accurate RNA 3D structure prediction using a language model-based deep learning approacharxiv-2207.01586 Direct Thin Ready implementation starting pointJul 1, 2022
- DeepSpeed Inference: Enabling Efficient Inference of Transformer Models at Unprecedented Scalearxiv-2207.00032 Sparse Thin Ready implementation starting pointJul 1, 2022
- Next-ViT: Next Generation Vision Transformer for Efficient Deployment in Realistic Industrial Scenariosarxiv-2207.05501 Curated Related Thin Ready implementation starting pointJul 1, 2022
- CEGANN: Crystal Edge Graph Attention Neural Network for multiscale classification of materials environmentarxiv-2207.10168 Sparse Thin Ready implementation starting pointJul 1, 2022
- When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognitionarxiv-2207.11463 Sparse Thin Ready implementation starting pointJul 1, 2022
- Actionable and Interpretable Fault Localization for Recurring Failures in Online Service Systemsarxiv-2207.09021 Sparse Thin Ready implementation starting pointJul 1, 2022
- CoMER: Modeling Coverage for Transformer-based Handwritten Mathematical Expression Recognitionarxiv-2207.04410 Sparse Thin Ready implementation starting pointJul 1, 2022
- Weakly Supervised Object Localization via Transformer with Implicit Spatial Calibrationarxiv-2207.10447 Sparse Thin Ready implementation starting pointJul 1, 2022
- CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse Transformersarxiv-2207.02202 Sparse Thin Ready implementation starting pointJul 1, 2022
- Towards unsupervised assessment with open-source data of the accuracy of deep learning-based distributed PV mappingarxiv-2207.07466 Direct Thin Ready implementation starting pointJul 1, 2022
- Reliable amortized variational inference with physics-based latent distribution correctionarxiv-2207.11640 Sparse Thin Ready implementation starting pointJul 1, 2022
- GRIT: Faster and Better Image captioning Transformer Using Dual Visual Featuresarxiv-2207.09666 Sparse Thin Ready implementation starting pointJul 1, 2022
- X-CLIP: End-to-End Multi-grained Contrastive Learning for Video-Text Retrievalarxiv-2207.07285 Curated Related Thin Ready implementation starting pointJul 1, 2022
- FAST-VQA: Efficient End-to-end Video Quality Assessment with Fragment Samplingarxiv-2207.02595 Sparse Thin Ready implementation starting pointJul 1, 2022
- Unsupervised pre-training of graph transformers on patient population graphsarxiv-2207.10603 Sparse Thin Ready implementation starting pointJul 1, 2022
- Learning Long-Term Spatial-Temporal Graphs for Active Speaker Detectionarxiv-2207.07783 Sparse Thin Ready implementation starting pointJul 1, 2022
- GANDALF: Gated Adaptive Network for Deep Automated Learning of Featuresarxiv-2207.08548 Direct Thin Ready implementation starting pointJul 1, 2022
- OSFormer: One-Stage Camouflaged Instance Segmentation with Transformersarxiv-2207.02255 Sparse Thin Ready implementation starting pointJul 1, 2022
- Back to the Basics: Revisiting Out-of-Distribution Detection Baselinesarxiv-2207.03061 Sparse Thin Ready implementation starting pointJul 1, 2022
- On the Robustness of Bayesian Neural Networks to Adversarial Attacksarxiv-2207.06154 Sparse Thin Ready implementation starting pointJul 1, 2022
- Rethinking Unsupervised Domain Adaptation for Semantic Segmentationarxiv-2207.00067 Sparse Thin Ready implementation starting pointJul 1, 2022
- Vision Transformers: From Semantic Segmentation to Dense Predictionarxiv-2207.09339 Curated Related Thin Ready implementation starting pointJul 1, 2022
- No Language Left Behind: Scaling Human-Centered Machine Translationarxiv-2207.04672 Sparse Thin Ready implementation starting pointJul 1, 2022
- Differentiable Collision Detection for a Set of Convex Primitivesarxiv-2207.00669 Sparse Thin Ready implementation starting pointJul 1, 2022
- Energy-Motivated Equivariant Pretraining for 3D Molecular Graphsarxiv-2207.08824 Sparse Thin Ready implementation starting pointJul 1, 2022
- N-Grammer: Augmenting Transformers with latent n-gramsarxiv-2207.06366 Direct Thin Ready implementation starting pointJul 1, 2022
- XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Modelarxiv-2207.07115 Direct Thin Ready implementation starting pointJul 1, 2022
- Hierarchical Average Precision Training for Pertinent Image Retrievalarxiv-2207.04873 Sparse Thin Ready implementation starting pointJul 1, 2022
- Unsupervised Medical Image Translation with Adversarial Diffusion Modelsarxiv-2207.08208 Direct Thin Ready implementation starting pointJul 1, 2022
- Earthformer: Exploring Space-Time Transformers for Earth System Forecastingarxiv-2207.05833 Sparse Thin Ready implementation starting pointJul 1, 2022
- Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image Classificationarxiv-2207.07189 Direct Thin Ready implementation starting pointJul 1, 2022
- Towards Lightweight Super-Resolution with Dual Regression Learningarxiv-2207.07929 Sparse Thin Ready implementation starting pointJul 1, 2022
- A Solution to Adaptive Mobile Manipulator Throwingarxiv-2207.10629 Sparse Thin Ready implementation starting pointJul 1, 2022
- Probable Domain Generalization via Quantile Risk Minimizationarxiv-2207.09944 Sparse Thin Ready implementation starting pointJul 1, 2022
- DCT-Net: Domain-Calibrated Translation for Portrait Stylizationarxiv-2207.02426 Sparse Thin Ready implementation starting pointJul 1, 2022
- Generative Design of Physical Objects using Modular Frameworkarxiv-2207.14621 Direct Thin Ready implementation starting pointJul 1, 2022
- Power priors for replication studiesarxiv-2207.14720 Sparse Thin Ready implementation starting pointJul 1, 2022
- Log Barriers for Safe Black-box Optimization with Application to Safe Reinforcement Learningarxiv-2207.10415 Sparse Thin Ready implementation starting pointJul 1, 2022
- S-Prompts Learning with Pre-trained Transformers: An Occam's Razor for Domain Incremental Learningarxiv-2207.12819 Direct Thin Ready implementation starting pointJul 1, 2022
- L$_0$onie: Compressing COINs with L$_0$-constraintsarxiv-2207.04144 Direct Thin Ready implementation starting pointJul 1, 2022
- Break and Make: Interactive Structural Understanding Using LEGO Bricksarxiv-2207.13738 Sparse Thin Ready implementation starting pointJul 1, 2022
- ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linkingarxiv-2207.04108 Curated Related Thin Ready implementation starting pointJul 1, 2022
- CFAD: A Chinese Dataset for Fake Audio Detectionarxiv-2207.12308 Curated Related Thin Ready implementation starting pointJul 1, 2022
- High-resolution diffusion-weighted imaging at 7 Tesla: single-shot readout trajectories and their impact on signal-to-noise ratio, spatial resolution and accuracyarxiv-2207.07778 Sparse Thin Ready implementation starting pointJul 1, 2022
- Distilling Ensemble of Explanations for Weakly-Supervised Pre-Training of Image Segmentation Modelsarxiv-2207.03335 Direct Thin Ready implementation starting pointJul 1, 2022