300 canonical paper links on this archive page.
- Improving Mandarin Speech Recogntion with Block-augmented Transformerarxiv-2207.11697 Sparse Thin Ready implementation starting pointJul 1, 2022
- Pure Transformers are Powerful Graph Learnersarxiv-2207.02505 Sparse Thin Ready implementation starting pointJul 1, 2022
- A clinically motivated self-supervised approach for content-based image retrieval of CT liver imagesarxiv-2207.04812 Sparse Thin Ready implementation starting pointJul 1, 2022
- PIXEL: Physics-Informed Cell Representations for Fast and Accurate PDE Solversarxiv-2207.12800 Direct Thin Ready implementation starting pointJul 1, 2022
- UniNet: Unified Architecture Search with Convolution, Transformer, and MLParxiv-2207.05420 Sparse Thin Ready implementation starting pointJul 1, 2022
- Accelerated RRT* By Local Directional Visibilityarxiv-2207.08283 Sparse Thin Ready implementation starting pointJul 1, 2022
- EC-KitY: Evolutionary Computation Tool Kit in Python with Seamless Machine Learning Integrationarxiv-2207.10367 Sparse Thin Ready implementation starting pointJul 1, 2022
- HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutionsarxiv-2207.14284 Sparse Thin Ready implementation starting pointJul 1, 2022
- A Deep Reinforcement Learning Approach for Finding Non-Exploitable Strategies in Two-Player Atari Gamesarxiv-2207.08894 Sparse Thin Ready implementation starting pointJul 1, 2022
- Sockeye 3: Fast Neural Machine Translation with PyTorcharxiv-2207.05851 Curated Related Thin Ready implementation starting pointJul 1, 2022
- $\texttt{GWFAST}$: a Fisher information matrix Python code for third-generation gravitational-wave detectorsarxiv-2207.06910 Sparse Thin Ready implementation starting pointJul 1, 2022
- Roughness of molecular property landscapes and its impact on modellabilityarxiv-2207.09250 Sparse Thin Ready implementation starting pointJul 1, 2022
- GenHPF: General Healthcare Predictive Framework with Multi-task Multi-source Learningarxiv-2207.09858 Sparse Thin Ready implementation starting pointJul 1, 2022
- UniFusion: Unified Multi-view Fusion Transformer for Spatial-Temporal Representation in Bird's-Eye-Viewarxiv-2207.08536 Sparse Thin Ready implementation starting pointJul 1, 2022
- Bayesian model selection for multilevel models using integrated likelihoodsarxiv-2207.02144 Sparse Thin Ready implementation starting pointJul 1, 2022
- Molecular Quantum Circuit Design: A Graph-Based Approacharxiv-2207.12421 Sparse Thin Ready implementation starting pointJul 1, 2022
- Instance Shadow Detection with A Single-Stage Detectorarxiv-2207.04614 Direct Thin Ready implementation starting pointJul 1, 2022
- Active-Learning-as-a-Service: An Automatic and Efficient MLOps System for Data-Centric AIarxiv-2207.09109 Sparse Thin Ready implementation starting pointJul 1, 2022
- Multi-Label Retinal Disease Classification using Transformersarxiv-2207.02335 Sparse Thin Ready implementation starting pointJul 1, 2022
- Induced earthquake source parameters, attenuation, and site effects from waveform envelopes in the Fennoscandian Shieldarxiv-2207.05545 Sparse Thin Ready implementation starting pointJul 1, 2022
- Mitigating Data Redundancy to Revitalize Transformer-based Long-Term Time Series Forecasting Systemarxiv-2207.07827 Sparse Thin Ready implementation starting pointJul 1, 2022
- Multi-label Classification with High-rank and High-order Label Correlationsarxiv-2207.04197 Sparse Thin Ready implementation starting pointJul 1, 2022
- Quantized Training of Gradient Boosting Decision Treesarxiv-2207.09682 Direct Thin Ready implementation starting pointJul 1, 2022
- A New Dataset and A Baseline Model for Breast Lesion Detection in Ultrasound Videosarxiv-2207.00141 Sparse Thin Ready implementation starting pointJul 1, 2022
- DC-BENCH: Dataset Condensation Benchmarkarxiv-2207.09639 Sparse Thin Ready implementation starting pointJul 1, 2022
- Efficient Video Deblurring Guided by Motion Magnitudearxiv-2207.13374 Direct Thin Ready implementation starting pointJul 1, 2022
- A Neural-Network Framework for the Design of Individualised Hearing-Loss Compensationarxiv-2207.07091 Sparse Thin Ready implementation starting pointJul 1, 2022
- Unsupervised Learning under Latent Label Shiftarxiv-2207.13179 Sparse Thin Ready implementation starting pointJul 1, 2022
- Communication-Efficient Diffusion Strategy for Performance Improvement of Federated Learning with Non-IID Dataarxiv-2207.07493 Sparse Thin Ready implementation starting pointJul 1, 2022
- SenseFi: A Library and Benchmark on Deep-Learning-Empowered WiFi Human Sensingarxiv-2207.07859 Sparse Thin Ready implementation starting pointJul 1, 2022
- The Potential Role of a Hydrogen Network in Europearxiv-2207.05816 Sparse Thin Ready implementation starting pointJul 1, 2022
- In Defense of Online Models for Video Instance Segmentationarxiv-2207.10661 Sparse Thin Ready implementation starting pointJul 1, 2022
- Engineering faster double-array Aho-Corasick automataarxiv-2207.13870 Direct Thin Ready implementation starting pointJul 1, 2022
- Multitrack Music Transformerarxiv-2207.06983 Sparse Thin Ready implementation starting pointJul 1, 2022
- Federated Self-supervised Learning for Video Understandingarxiv-2207.01975 Sparse Thin Ready implementation starting pointJul 1, 2022
- Spotting Temporally Precise, Fine-Grained Events in Videoarxiv-2207.10213 Sparse Thin Ready implementation starting pointJul 1, 2022
- Semantic Segmentation for Autonomous Driving: Model Evaluation, Dataset Generation, Perspective Comparison, and Real-Time Capabilityarxiv-2207.12939 Curated Related Thin Ready implementation starting pointJul 1, 2022
- DocPrompting: Generating Code by Retrieving the Docsarxiv-2207.05987 Sparse Thin Ready implementation starting pointJul 1, 2022
- A population of red candidate massive galaxies ~600 Myr after the Big Bangarxiv-2207.12446 Sparse Thin Ready implementation starting pointJul 1, 2022
- Using wavelets to capture deviations from smoothness in galaxy-scale strong lensesarxiv-2207.05763 Sparse Thin Ready implementation starting pointJul 1, 2022
- Forecasting the detection capabilities of third-generation gravitational-wave detectors using $\texttt{GWFAST}$arxiv-2207.02771 Sparse Thin Ready implementation starting pointJul 1, 2022
- NASRec: Weight Sharing Neural Architecture Search for Recommender Systemsarxiv-2207.07187 Sparse Thin Ready implementation starting pointJul 1, 2022
- Test-Time Adaptation via Self-Training with Nearest Neighbor Informationarxiv-2207.10792 Sparse Thin Ready implementation starting pointJul 1, 2022
- AMLB: an AutoML Benchmarkarxiv-2207.12560 Sparse Thin Ready implementation starting pointJul 1, 2022
- Out of Distribution Detection via Neural Network Anchoringarxiv-2207.04125 Sparse Thin Ready implementation starting pointJul 1, 2022
- Self-Distilled Vision Transformer for Domain Generalizationarxiv-2207.12392 Sparse Thin Ready implementation starting pointJul 1, 2022
- Local Relighting of Real Scenesarxiv-2207.02774 Sparse Thin Ready implementation starting pointJul 1, 2022
- $β$-SGP: Scaled Gradient Projection with $β$-divergence for astronomical image restorationarxiv-2207.10973 Sparse Thin Ready implementation starting pointJul 1, 2022
- ClaSP -- Parameter-free Time Series Segmentationarxiv-2207.13987 Sparse Thin Ready implementation starting pointJul 1, 2022
- MODNet: Real-Time Trimap-Free Portrait Matting via Objective Decompositiondoi-10.1609_aaai.v36i1.19999 Sparse Thin Ready implementation starting pointJun 28, 2022
- How Good Are Low-Rank Approximations in Gaussian Process Regression?doi-10.1609_aaai.v36i6.20598 Sparse Thin Ready implementation starting pointJun 28, 2022
- Functional Mixed Membership Modelsarxiv-2206.12084 Sparse Thin Ready implementation starting pointJun 24, 2022
- AutoML Two-Sample Testarxiv-2206.08843 Sparse Thin Ready implementation starting pointJun 17, 2022
- AutoML Two-Sample Testdoi-10.48550_arxiv.2206.08843 Sparse Thin Ready implementation starting pointJun 17, 2022
- SHREC 2022: Protein-ligand binding site recognitionarxiv-2206.06035 Sparse Thin Ready implementation starting pointJun 13, 2022
- Bayesian additive regression trees for probabilistic programmingarxiv-2206.03619 Sparse Thin Ready implementation starting pointJun 8, 2022
- EfficientFormer: Vision Transformers at MobileNet Speeddoi-10.48550_arxiv.2206.01191 Sparse Thin Ready implementation starting pointJun 2, 2022
- Motley: Benchmarking Heterogeneity and Personalization in Federated Learningarxiv-2206.09262 Direct Thin Ready implementation starting pointJun 1, 2022
- Welfare-Maximizing Pooled Testingarxiv-2206.10660 Sparse Thin Ready implementation starting pointJun 1, 2022
- Enhanced Deep Animation Video Interpolationarxiv-2206.12657 Sparse Thin Ready implementation starting pointJun 1, 2022
- A Simple Unified Approach to Testing High-Dimensional Conditional Independences for Categorical and Ordinal Dataarxiv-2206.04356 Direct Thin Ready implementation starting pointJun 1, 2022
- From Attribution Maps to Human-Understandable Explanations through Concept Relevance Propagationarxiv-2206.03208 Direct Thin Ready implementation starting pointJun 1, 2022
- Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformerarxiv-2206.11053 Sparse Thin Ready implementation starting pointJun 1, 2022
- Capturing and Inferring Dense Full-Body Human-Scene Contactarxiv-2206.09553 Sparse Thin Ready implementation starting pointJun 1, 2022
- Gradient Boosting Performs Gaussian Process Inferencearxiv-2206.05608 Sparse Thin Ready implementation starting pointJun 1, 2022
- DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networksarxiv-2206.00843 Sparse Thin Ready implementation starting pointJun 1, 2022
- Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detectionarxiv-2206.13829 Curated Related Thin Ready implementation starting pointJun 1, 2022
- Probing Parity-Violation with the Four-Point Correlation Function of BOSS Galaxiesarxiv-2206.04227 Sparse Thin Ready implementation starting pointJun 1, 2022
- Neural Laplace: Learning diverse classes of differential equations in the Laplace domainarxiv-2206.04843 Direct Thin Ready implementation starting pointJun 1, 2022
- BATFormer: Towards Boundary-Aware Lightweight Transformer for Efficient Medical Image Segmentationarxiv-2206.14409 Sparse Thin Ready implementation starting pointJun 1, 2022
- Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learningarxiv-2206.02647 Sparse Thin Ready implementation starting pointJun 1, 2022
- AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentationarxiv-2206.08023 Sparse Thin Ready implementation starting pointJun 1, 2022
- Interpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and Valuesarxiv-2206.15465 Direct Thin Ready implementation starting pointJun 1, 2022
- Open Vocabulary Object Detection with Proposal Mining and Prediction Equalizationarxiv-2206.11134 Sparse Thin Ready implementation starting pointJun 1, 2022
- Engineering Compact Data Structures for Rank and Select Queries on Bit Vectorsarxiv-2206.01149 Sparse Thin Ready implementation starting pointJun 1, 2022
- Molecular Geometry Pretraining with SE(3)-Invariant Denoising Distance Matchingarxiv-2206.13602 Sparse Thin Ready implementation starting pointJun 1, 2022
- Deep Reinforcement Learning for Turbulence Modeling in Large Eddy Simulationsarxiv-2206.11038 Sparse Thin Ready implementation starting pointJun 1, 2022
- Reducing Annotation Need in Self-Explanatory Models for Lung Nodule Diagnosisarxiv-2206.13608 Sparse Thin Ready implementation starting pointJun 1, 2022
- The (de)biasing effect of GAN-based augmentation methods on skin lesion imagesarxiv-2206.15182 Sparse Thin Ready implementation starting pointJun 1, 2022
- Online Anomaly Detection Based On Reservoir Sampling and LOF for IoT devicesarxiv-2206.14265 Sparse Thin Ready implementation starting pointJun 1, 2022
- Temporal Attention Unit: Towards Efficient Spatiotemporal Predictive Learningarxiv-2206.12126 Direct Thin Ready implementation starting pointJun 1, 2022
- PIDNet: A Real-time Semantic Segmentation Network Inspired by PID Controllersarxiv-2206.02066 Direct Thin Ready implementation starting pointJun 1, 2022
- $\texttt{GradICON}$: Approximate Diffeomorphisms via Gradient Inverse Consistencyarxiv-2206.05897 Direct Thin Ready implementation starting pointJun 1, 2022
- Zero-Shot Video Question Answering via Frozen Bidirectional Language Modelsarxiv-2206.08155 Sparse Thin Ready implementation starting pointJun 1, 2022
- APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Trackingarxiv-2206.05683 Sparse Thin Ready implementation starting pointJun 1, 2022
- Squeezeformer: An Efficient Transformer for Automatic Speech Recognitionarxiv-2206.00888 Curated Related Thin Ready implementation starting pointJun 1, 2022
- MVP: Multi-task Supervised Pre-training for Natural Language Generationarxiv-2206.12131 Sparse Thin Ready implementation starting pointJun 1, 2022
- The Vera C. Rubin Observatory Data Butler and Pipeline Execution Systemarxiv-2206.14941 Sparse Thin Ready implementation starting pointJun 1, 2022
- DenseMTL: Cross-task Attention Mechanism for Dense Multi-task Learningarxiv-2206.08927 Sparse Thin Ready implementation starting pointJun 1, 2022
- CC-Riddle: A Question Answering Dataset of Chinese Character Riddlesarxiv-2206.13778 Sparse Thin Ready implementation starting pointJun 1, 2022
- Good Intentions: Adaptive Parameter Management via Intent Signalingarxiv-2206.00470 Sparse Thin Ready implementation starting pointJun 1, 2022
- The Fully Convolutional Transformer for Medical Image Segmentationarxiv-2206.00566 Sparse Thin Ready implementation starting pointJun 1, 2022
- FlowX: Towards Explainable Graph Neural Networks via Message Flowsarxiv-2206.12987 Sparse Thin Ready implementation starting pointJun 1, 2022
- Iterative Sound Source Localization for Unknown Number of Sourcesarxiv-2206.12273 Sparse Thin Ready implementation starting pointJun 1, 2022
- DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluationarxiv-2206.10848 Sparse Thin Ready implementation starting pointJun 1, 2022
- A Contrastive Approach to Online Change Point Detectionarxiv-2206.10143 Sparse Thin Ready implementation starting pointJun 1, 2022
- The Reactive Synthesis Competition (SYNTCOMP): 2018-2021arxiv-2206.00251 Sparse Thin Ready implementation starting pointJun 1, 2022
- Evidential Calibration of Confidence Intervalsarxiv-2206.12290 Sparse Thin Ready implementation starting pointJun 1, 2022
- On Reinforcement Learning and Distribution Matching for Fine-Tuning Language Models with no Catastrophic Forgettingarxiv-2206.00761 Sparse Thin Ready implementation starting pointJun 1, 2022
- SHREC 2022: Fitting and recognition of simple geometric primitives on point cloudsarxiv-2206.07636 Sparse Thin Ready implementation starting pointJun 1, 2022
- Adiabatic quantum computing with parameterized quantum circuitsarxiv-2206.04373 Sparse Thin Ready implementation starting pointJun 1, 2022
- SpA-Former: Transformer image shadow detection and removal via spatial attentionarxiv-2206.10910 Sparse Thin Ready implementation starting pointJun 1, 2022
- Discrete Morse Sandwich: Fast Computation of Persistence Diagrams for Scalar Data -- An Algorithm and A Benchmarkarxiv-2206.13932 Direct Thin Ready implementation starting pointJun 1, 2022
- Efficient Decoder-free Object Detection with Transformersarxiv-2206.06829 Sparse Thin Ready implementation starting pointJun 1, 2022
- sparse-ir: optimal compression and sparse sampling of many-body propagatorsarxiv-2206.11762 Sparse Thin Ready implementation starting pointJun 1, 2022
- VPIT: Real-time Embedded Single Object 3D Tracking Using Voxel Pseudo Imagesarxiv-2206.02619 Sparse Thin Ready implementation starting pointJun 1, 2022
- SoundSpaces 2.0: A Simulation Platform for Visual-Acoustic Learningarxiv-2206.08312 Sparse Thin Ready implementation starting pointJun 1, 2022
- Protoformer: Embedding Prototypes for Transformersarxiv-2206.12710 Sparse Thin Ready implementation starting pointJun 1, 2022
- ORFD: A Dataset and Benchmark for Off-Road Freespace Detectionarxiv-2206.09907 Sparse Thin Ready implementation starting pointJun 1, 2022
- Recurrent Video Restoration Transformer with Guided Deformable Attentionarxiv-2206.02146 Sparse Thin Ready implementation starting pointJun 1, 2022
- Open-Sampling: Exploring Out-of-Distribution data for Re-balancing Long-tailed datasetsarxiv-2206.08802 Sparse Thin Ready implementation starting pointJun 1, 2022
- BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed Graphsarxiv-2206.10071 Direct Thin Ready implementation starting pointJun 1, 2022
- Elucidating the Design Space of Diffusion-Based Generative Modelsarxiv-2206.00364 Sparse Thin Ready implementation starting pointJun 1, 2022
- A Justice-Based Framework for the Analysis of Algorithmic Fairness-Utility Trade-Offsarxiv-2206.02891 Sparse Thin Ready implementation starting pointJun 1, 2022
- Behavior Transformers: Cloning $k$ modes with one stonearxiv-2206.11251 Sparse Thin Ready implementation starting pointJun 1, 2022
- Certifiable 3D Object Pose Estimation: Foundations, Learning Models, and Self-Trainingarxiv-2206.11215 Sparse Thin Ready implementation starting pointJun 1, 2022
- EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applicationsarxiv-2206.10589 Sparse Thin Ready implementation starting pointJun 1, 2022
- NCAGC: A Neighborhood Contrast Framework for Attributed Graph Clusteringarxiv-2206.07897 Sparse Thin Ready implementation starting pointJun 1, 2022
- Label Matching Semi-Supervised Object Detectionarxiv-2206.06608 Sparse Thin Ready implementation starting pointJun 1, 2022
- TE2Rules: Explaining Tree Ensembles using Rulesarxiv-2206.14359 Sparse Thin Ready implementation starting pointJun 1, 2022
- Improved Direct Voxel Grid Optimization for Radiance Fields Reconstructionarxiv-2206.05085 Sparse Thin Ready implementation starting pointJun 1, 2022
- Cloud Property Graph: Connecting Cloud Security Assessments with Static Code Analysisarxiv-2206.06938 Sparse Thin Ready implementation starting pointJun 1, 2022
- Nezha: Deployable and High-Performance Consensus Using Synchronized Clocksarxiv-2206.03285 Sparse Thin Ready implementation starting pointJun 1, 2022
- Two-Stage Classifier for COVID-19 Misinformation Detection Using BERT: a Study on Indonesian Tweetsarxiv-2206.15359 Sparse Thin Ready implementation starting pointJun 1, 2022
- StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesisarxiv-2206.09479 Sparse Thin Ready implementation starting pointJun 1, 2022
- Face Recognition Accuracy Across Demographics: Shining a Light Into the Problemarxiv-2206.01881 Sparse Thin Ready implementation starting pointJun 1, 2022
- JuMP 1.0: Recent improvements to a modeling language for mathematical optimizationarxiv-2206.03866 Sparse Thin Ready implementation starting pointJun 1, 2022
- SSM-DTA: Breaking the Barriers of Data Scarcity in Drug-Target Affinity Predictionarxiv-2206.09818 Sparse Thin Ready implementation starting pointJun 1, 2022
- Benchmarking Constraint Inference in Inverse Reinforcement Learningarxiv-2206.09670 Sparse Thin Ready implementation starting pointJun 1, 2022
- Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsingarxiv-2206.14017 Direct Thin Ready implementation starting pointJun 1, 2022
- Automatic Pull Request Title Generationarxiv-2206.10430 Curated Related Thin Ready implementation starting pointJun 1, 2022
- Trackintel: An open-source Python library for human mobility analysisarxiv-2206.03593 Direct Thin Ready implementation starting pointJun 1, 2022
- Reversible Vision Transformersdoi-10.1109_cvpr52688.2022.01056 Sparse Thin Ready implementation starting pointJun 1, 2022
- Learning Mesh Motion Techniques with Application to Fluid-Structure Interactionarxiv-2206.02217 Sparse Thin Ready implementation starting pointJun 1, 2022
- Extending regionalization algorithms to explore spatial process heterogeneityarxiv-2206.09429 Sparse Thin Ready implementation starting pointJun 1, 2022
- Sample Efficiency Matters: A Benchmark for Practical Molecular Optimizationarxiv-2206.12411 Sparse Thin Ready implementation starting pointJun 1, 2022
- Interactive Exploration of Large Dendrograms with Prototypesarxiv-2206.01703 Sparse Thin Ready implementation starting pointJun 1, 2022
- ADBench: Anomaly Detection Benchmarkarxiv-2206.09426 Sparse Thin Ready implementation starting pointJun 1, 2022
- Flexible-Rate Learned Hierarchical Bi-Directional Video Compression With Motion Refinement and Frame-Level Bit Allocationarxiv-2206.13613 Sparse Thin Ready implementation starting pointJun 1, 2022
- Where are my Neighbors? Exploiting Patches Relations in Self-Supervised Vision Transformerarxiv-2206.00481 Sparse Thin Ready implementation starting pointJun 1, 2022
- SimVP: Simpler yet Better Video Predictionarxiv-2206.05099 Sparse Thin Ready implementation starting pointJun 1, 2022
- LUT-GEMM: Quantized Matrix Multiplication based on LUTs for Efficient Inference in Large-Scale Generative Language Modelsarxiv-2206.09557 Sparse Thin Ready implementation starting pointJun 1, 2022
- Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentationarxiv-2206.02777 Sparse Thin Ready implementation starting pointJun 1, 2022
- Boosting R-CNN: Reweighting R-CNN Samples by RPN's Error for Underwater Object Detectionarxiv-2206.13728 Sparse Thin Ready implementation starting pointJun 1, 2022
- Long Range Graph Benchmarkarxiv-2206.08164 Sparse Thin Ready implementation starting pointJun 1, 2022
- Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videosarxiv-2206.11795 Sparse Thin Ready implementation starting pointJun 1, 2022
- Revealing Single Frame Bias for Video-and-Language Learningarxiv-2206.03428 Sparse Thin Ready implementation starting pointJun 1, 2022
- Benchopt: Reproducible, efficient and collaborative optimization benchmarksarxiv-2206.13424 Sparse Thin Ready implementation starting pointJun 1, 2022
- Blind Face Restoration: Benchmark Datasets and a Baseline Modelarxiv-2206.03697 Sparse Thin Ready implementation starting pointJun 1, 2022
- Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels?arxiv-2206.05266 Sparse Thin Ready implementation starting pointJun 1, 2022
- Emergent specialization from participation dynamics and multi-learner retrainingarxiv-2206.02667 Sparse Thin Ready implementation starting pointJun 1, 2022
- From $t$-SNE to UMAP with contrastive learningarxiv-2206.01816 Sparse Thin Ready implementation starting pointJun 1, 2022
- Arena-Bench: A Benchmarking Suite for Obstacle Avoidance Approaches in Highly Dynamic Environmentsarxiv-2206.05728 Sparse Thin Ready implementation starting pointJun 1, 2022
- Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognitionarxiv-2206.08317 Curated Related Thin Ready implementation starting pointJun 1, 2022
- Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphsarxiv-2206.11990 Sparse Thin Ready implementation starting pointJun 1, 2022
- Learning to Estimate Shapley Values with Vision Transformersarxiv-2206.05282 Direct Thin Ready implementation starting pointJun 1, 2022
- OpenXAI: Towards a Transparent Evaluation of Model Explanationsarxiv-2206.11104 Sparse Thin Ready implementation starting pointJun 1, 2022
- ZeroQuant: Efficient and Affordable Post-Training Quantization for Large-Scale Transformersarxiv-2206.01861 Direct Thin Ready implementation starting pointJun 1, 2022
- Aeneas: Rust Verification by Functional Translationarxiv-2206.07185 Sparse Thin Ready implementation starting pointJun 1, 2022
- A Bounded-Confidence Model of Opinion Dynamics with Heterogeneous Node-Activity Levelsarxiv-2206.09490 Sparse Thin Ready implementation starting pointJun 1, 2022
- MBGDT:Robust Mini-Batch Gradient Descentarxiv-2206.07139 Sparse Thin Ready implementation starting pointJun 1, 2022
- Towards Efficient Active Learning of PDFAarxiv-2206.09004 Sparse Thin Ready implementation starting pointJun 1, 2022
- Transformer-Based Multi-modal Proposal and Re-Rank for Wikipedia Image-Caption Matchingarxiv-2206.10436 Sparse Thin Ready implementation starting pointJun 1, 2022
- On interplay between flavour anomalies and neutrino propertiesarxiv-2206.01674 Sparse Thin Ready implementation starting pointJun 1, 2022
- Egocentric Video-Language Pretrainingarxiv-2206.01670 Sparse Thin Ready implementation starting pointJun 1, 2022
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learningarxiv-2206.10745 Direct Thin Ready implementation starting pointJun 1, 2022
- Parallel Tempering With a Variational Referencearxiv-2206.00080 Sparse Thin Ready implementation starting pointMay 31, 2022
- Preparing an Endangered Language for the Digital Age: The Case of Judeo-Spanisharxiv-2205.15599 Sparse Thin Ready implementation starting pointMay 31, 2022
- Preparing an Endangered Language for the Digital Age: The Case of Judeo-Spanishdoi-10.48550_arxiv.2205.15599 Sparse Thin Ready implementation starting pointMay 31, 2022
- Persistence Steenrod modulesdoi-10.1007_s41468-022-00093-7 Sparse Thin Ready implementation starting pointMay 29, 2022
- Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equationsarxiv-2205.13571 Sparse Thin Ready implementation starting pointMay 26, 2022
- Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equationsdoi-10.48550_arxiv.2205.13571 Sparse Thin Ready implementation starting pointMay 26, 2022
- ros2_tracing: Multipurpose Low-Overhead Framework for Real-Time Tracing of ROS 2doi-10.1109_lra.2022.3174346 Sparse Thin Ready implementation starting pointMay 11, 2022
- Second-Order Sensitivity Analysis for Bilevel Optimizationarxiv-2205.02329 Sparse Thin Ready implementation starting pointMay 4, 2022
- Second-Order Sensitivity Analysis for Bilevel Optimizationdoi-10.48550_arxiv.2205.02329 Sparse Thin Ready implementation starting pointMay 4, 2022
- Simple Techniques Work Surprisingly Well for Neural Network Test Prioritization and Active Learning (Replicability Study)arxiv-2205.00664 Sparse Thin Ready implementation starting pointMay 2, 2022
- Why So Pessimistic? Estimating Uncertainties for Offline RL through Ensembles, and Why Their Independence Mattersarxiv-2205.13703 Direct Thin Ready implementation starting pointMay 1, 2022
- Accelerating Verified-Compiler Development with a Verified Rewriting Enginearxiv-2205.00862 Direct Thin Ready implementation starting pointMay 1, 2022
- Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysisarxiv-2205.05662 Sparse Thin Ready implementation starting pointMay 1, 2022
- Multivariate Prediction Intervals for Random Forestsarxiv-2205.02260 Sparse Thin Ready implementation starting pointMay 1, 2022
- Electronic Laboratory Notebook: A lazy approacharxiv-2205.01058 Direct Thin Ready implementation starting pointMay 1, 2022
- History Compression via Language Models in Reinforcement Learningarxiv-2205.12258 Sparse Thin Ready implementation starting pointMay 1, 2022
- EfficientViT: Multi-Scale Linear Attention for High-Resolution Dense Predictionarxiv-2205.14756 Sparse Thin Ready implementation starting pointMay 1, 2022
- Shadow-Aware Dynamic Convolution for Shadow Removalarxiv-2205.04908 Sparse Thin Ready implementation starting pointMay 1, 2022
- SymFormer: End-to-end symbolic regression using transformer-based architecturearxiv-2205.15764 Sparse Thin Ready implementation starting pointMay 1, 2022
- Recipe for a General, Powerful, Scalable Graph Transformerarxiv-2205.12454 Sparse Thin Ready implementation starting pointMay 1, 2022
- MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolationarxiv-2205.09853 Sparse Thin Ready implementation starting pointMay 1, 2022
- Deep Learning-Based Super-Resolution and De-Noising for XMM-Newton Imagesarxiv-2205.01152 Sparse Thin Ready implementation starting pointMay 1, 2022
- 3D Semantic Scene Perception using Distributed Smart Edge Sensorsarxiv-2205.01460 Sparse Thin Ready implementation starting pointMay 1, 2022
- Nancy: An efficient parallel Network Calculus libraryarxiv-2205.11449 Sparse Thin Ready implementation starting pointMay 1, 2022
- A Closer Look at Self-Supervised Lightweight Vision Transformersarxiv-2205.14443 Sparse Thin Ready implementation starting pointMay 1, 2022
- The Design Space of E(3)-Equivariant Atom-Centered Interatomic Potentialsarxiv-2205.06643 Sparse Thin Ready implementation starting pointMay 1, 2022
- LOCUS 2.0: Robust and Computationally Efficient Lidar Odometry for Real-Time Underground 3D Mappingarxiv-2205.11784 Direct Thin Ready implementation starting pointMay 1, 2022
- Finite Elements with Switch Detection for Direct Optimal Control of Nonsmooth Systemsarxiv-2205.05337 Direct Thin Ready implementation starting pointMay 1, 2022
- Fast and realistic large-scale structure from machine-learning-augmented random field simulationsarxiv-2205.07898 Sparse Thin Ready implementation starting pointMay 1, 2022
- FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awarenessarxiv-2205.14135 Sparse Thin Ready implementation starting pointMay 1, 2022
- KERPLE: Kernelized Relative Positional Embedding for Length Extrapolationarxiv-2205.09921 Direct Thin Ready implementation starting pointMay 1, 2022
- Privacy Preserving Image Registrationarxiv-2205.10120 Sparse Thin Ready implementation starting pointMay 1, 2022
- Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learningarxiv-2205.14704 Sparse Thin Ready implementation starting pointMay 1, 2022
- Computing solution space properties of combinatorial optimization problems via generic tensor networksarxiv-2205.03718 Direct Thin Ready implementation starting pointMay 1, 2022
- Delving into High-Quality Synthetic Face Occlusion Segmentation Datasetsarxiv-2205.06218 Sparse Thin Ready implementation starting pointMay 1, 2022
- Vision Transformer Adapter for Dense Predictionsarxiv-2205.08534 Sparse Thin Ready implementation starting pointMay 1, 2022
- Learning Keypoints from Synthetic Data for Robotic Cloth Foldingarxiv-2205.06714 Sparse Thin Ready implementation starting pointMay 1, 2022
- Reducing Activation Recomputation in Large Transformer Modelsarxiv-2205.05198 Sparse Thin Ready implementation starting pointMay 1, 2022
- Travelling Salesman Problem: Parallel Implementations & Analysisarxiv-2205.14352 Sparse Thin Ready implementation starting pointMay 1, 2022
- Unbiased Math Word Problems Benchmark for Mitigating Solving Biasarxiv-2205.08108 Sparse Thin Ready implementation starting pointMay 1, 2022
- BARS: Towards Open Benchmarking for Recommender Systemsarxiv-2205.09626 Direct Thin Ready implementation starting pointMay 1, 2022
- Are Transformers Effective for Time Series Forecasting?arxiv-2205.13504 Direct Thin Ready implementation starting pointMay 1, 2022
- Integrally Migrating Pre-trained Transformer Encoder-decoders for Visual Object Detectionarxiv-2205.09613 Sparse Thin Ready implementation starting pointMay 1, 2022
- Parameter-Efficient Sparsity for Large Language Models Fine-Tuningarxiv-2205.11005 Sparse Thin Ready implementation starting pointMay 1, 2022
- StreamingQA: A Benchmark for Adaptation to New Knowledge over Time in Question Answering Modelsarxiv-2205.11388 Sparse Thin Ready implementation starting pointMay 1, 2022
- Compressed Parametric and Non-Parametric Approximations to the Gravitational Wave Likelihoodarxiv-2205.14154 Sparse Thin Ready implementation starting pointMay 1, 2022
- SuperConga: an open-source framework for mesoscopic superconductivityarxiv-2205.15000 Sparse Thin Ready implementation starting pointMay 1, 2022
- Optimizing Performance of Federated Person Re-identification: Benchmarking and Analysisarxiv-2205.12144 Sparse Thin Ready implementation starting pointMay 1, 2022
- BiT: Robustly Binarized Multi-distilled Transformerarxiv-2205.13016 Sparse Thin Ready implementation starting pointMay 1, 2022
- fairlib: A Unified Framework for Assessing and Improving Classification Fairnessarxiv-2205.01876 Sparse Thin Ready implementation starting pointMay 1, 2022
- Memory based neural networks for end-to-end autonomous drivingarxiv-2205.12124 Sparse Thin Ready implementation starting pointMay 1, 2022
- AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognitionarxiv-2205.13535 Sparse Thin Ready implementation starting pointMay 1, 2022
- Inception Transformerarxiv-2205.12956 Sparse Thin Ready implementation starting pointMay 1, 2022
- Blockaid: Data Access Policy Enforcement for Web Applicationsarxiv-2205.06911 Sparse Thin Ready implementation starting pointMay 1, 2022
- Learning Correlations between Internal Coordinates to improve 3D Cartesian Coordinates for Proteinsarxiv-2205.04676 Sparse Thin Ready implementation starting pointMay 1, 2022
- Physics-informed neural networks for PDE-constrained optimization and controlarxiv-2205.03377 Sparse Thin Ready implementation starting pointMay 1, 2022
- SVTR: Scene Text Recognition with a Single Visual Modelarxiv-2205.00159 Sparse Thin Ready implementation starting pointMay 1, 2022
- Federated singular value decomposition for high dimensional dataarxiv-2205.12109 Sparse Thin Ready implementation starting pointMay 1, 2022
- Please, Don't Forget the Difference and the Confidence Interval when Seeking for the State-of-the-Art Statusarxiv-2205.11134 Sparse Thin Ready implementation starting pointMay 1, 2022
- Gold-standard solutions to the Schrödinger equation using deep learning: How much physics do we need?arxiv-2205.09438 Sparse Thin Ready implementation starting pointMay 1, 2022
- Structured Attention Composition for Temporal Action Localizationarxiv-2205.09956 Sparse Thin Ready implementation starting pointMay 1, 2022
- Semi-Parametric Inducing Point Networks and Neural Processesarxiv-2205.11718 Sparse Thin Ready implementation starting pointMay 1, 2022
- Cross-view Transformers for real-time Map-view Semantic Segmentationarxiv-2205.02833 Sparse Thin Ready implementation starting pointMay 1, 2022
- CellTypeGraph: A New Geometric Computer Vision Benchmarkarxiv-2205.08166 Sparse Thin Ready implementation starting pointMay 1, 2022
- From Keypoints to Object Landmarks via Self-Training Correspondence: A novel approach to Unsupervised Landmark Discoveryarxiv-2205.15895 Sparse Thin Ready implementation starting pointMay 1, 2022
- A Simple Method to Boost Human Pose Estimation Accuracy by Correcting the Joint Regressor for the Human3.6m Datasetarxiv-2205.00076 Sparse Thin Ready implementation starting pointMay 1, 2022
- GCoNet+: A Stronger Group Collaborative Co-Salient Object Detectorarxiv-2205.15469 Sparse Thin Ready implementation starting pointMay 1, 2022
- Introspective Deep Metric Learning for Image Retrievalarxiv-2205.04449 Sparse Thin Ready implementation starting pointMay 1, 2022
- Dynamic Programming in Rank Space: Scaling Structured Inference with Low-Rank HMMs and PCFGsarxiv-2205.00484 Sparse Thin Ready implementation starting pointMay 1, 2022
- PLAID: An Efficient Engine for Late Interaction Retrievalarxiv-2205.09707 Direct Thin Ready implementation starting pointMay 1, 2022
- Simple Open-Vocabulary Object Detection with Vision Transformersarxiv-2205.06230 Sparse Thin Ready implementation starting pointMay 1, 2022
- Deeply Supervised Skin Lesions Diagnosis with Stage and Branch Attentionarxiv-2205.04326 Sparse Thin Ready implementation starting pointMay 1, 2022
- Accelerated chemical space search using a quantum-inspired cluster expansion approacharxiv-2205.09007 Sparse Thin Ready implementation starting pointMay 1, 2022
- BBDM: Image-to-image Translation with Brownian Bridge Diffusion Modelsarxiv-2205.07680 Direct Thin Ready implementation starting pointMay 1, 2022
- BanglaNLG and BanglaT5: Benchmarks and Resources for Evaluating Low-Resource Natural Language Generation in Banglaarxiv-2205.11081 Sparse Thin Ready implementation starting pointMay 1, 2022
- "I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Datasetarxiv-2205.09209 Direct Thin Ready implementation starting pointMay 1, 2022
- PaddleSpeech: An Easy-to-Use All-in-One Speech Toolkitarxiv-2205.12007 Sparse Thin Ready implementation starting pointMay 1, 2022
- Text2Human: Text-Driven Controllable Human Image Generationarxiv-2205.15996 Sparse Thin Ready implementation starting pointMay 1, 2022
- Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense Retrievalarxiv-2205.11498 Sparse Thin Ready implementation starting pointMay 1, 2022
- TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Drivingarxiv-2205.15997 Direct Thin Ready implementation starting pointMay 1, 2022
- Voxel-informed Language Groundingarxiv-2205.09710 Sparse Thin Ready implementation starting pointMay 1, 2022
- EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision Transformersarxiv-2205.03436 Sparse Thin Ready implementation starting pointMay 1, 2022
- LogicSolver: Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced Learningarxiv-2205.08232 Sparse Thin Ready implementation starting pointMay 1, 2022
- Scalable SAT Solving in the Cloudarxiv-2205.06590 Direct Thin Ready implementation starting pointMay 1, 2022
- Offline Policy Comparison with Confidence: Benchmarks and Baselinesarxiv-2205.10739 Sparse Thin Ready implementation starting pointMay 1, 2022
- ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering Systemarxiv-2205.14981 Sparse Thin Ready implementation starting pointMay 1, 2022
- NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Resultsarxiv-2205.05675 Sparse Thin Ready implementation starting pointMay 1, 2022
- Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactionsarxiv-2205.13190 Sparse Thin Ready implementation starting pointMay 1, 2022
- DevFormer: A Symmetric Transformer for Context-Aware Device Placementarxiv-2205.13225 Sparse Thin Ready implementation starting pointMay 1, 2022
- An Empirical Investigation of Representation Learning for Imitationarxiv-2205.07886 Sparse Thin Ready implementation starting pointMay 1, 2022
- Time-series Transformer Generative Adversarial Networksarxiv-2205.11164 Sparse Thin Ready implementation starting pointMay 1, 2022
- Secuer: ultrafast, scalable and accurate clustering of single-cell RNA-seq dataarxiv-2205.12432 Sparse Thin Ready implementation starting pointMay 1, 2022
- PaCHash: Packed and Compressed Hash Tablesarxiv-2205.04745 Sparse Thin Ready implementation starting pointMay 1, 2022
- Outlier Detection for Multi-Network Dataarxiv-2205.06398 Sparse Thin Ready implementation starting pointMay 1, 2022
- Fast Vision Transformers with HiLo Attentionarxiv-2205.13213 Sparse Thin Ready implementation starting pointMay 1, 2022
- Self-focusing virtual screening with active design space pruningarxiv-2205.01753 Sparse Thin Ready implementation starting pointMay 1, 2022
- jTrans: Jump-Aware Transformer for Binary Code Similarityarxiv-2205.12713 Sparse Thin Ready implementation starting pointMay 1, 2022
- Activating More Pixels in Image Super-Resolution Transformerarxiv-2205.04437 Sparse Thin Ready implementation starting pointMay 1, 2022
- Braille Letter Reading: A Benchmark for Spatio-Temporal Pattern Recognition on Neuromorphic Hardwarearxiv-2205.15864 Sparse Thin Ready implementation starting pointMay 1, 2022
- Data Distributional Properties Drive Emergent In-Context Learning in Transformersarxiv-2205.05055 Sparse Thin Ready implementation starting pointMay 1, 2022
- A Survey on Fairness for Machine Learning on Graphsarxiv-2205.05396 Sparse Thin Ready implementation starting pointMay 1, 2022
- rom.js/cfd.xyz: An open-source framework for generating and visualizing parametric CFD resultsarxiv-2205.08387 Sparse Thin Ready implementation starting pointMay 1, 2022
- Evaluating Independence and Conditional Independence Measuresarxiv-2205.07253 Sparse Thin Ready implementation starting pointMay 1, 2022
- Sequencer: Deep LSTM for Image Classificationarxiv-2205.01972 Direct Thin Ready implementation starting pointMay 1, 2022
- From Non-Markovian Dissipation to Spatiotemporal Control of Quantum Nanodevicesarxiv-2205.11247 Sparse Thin Ready implementation starting pointMay 1, 2022
- Differentially Private Covariance Revisitedarxiv-2205.14324 Sparse Thin Ready implementation starting pointMay 1, 2022
- Multitask AET with Orthogonal Tangent Regularity for Dark Object Detectionarxiv-2205.03346 Sparse Thin Ready implementation starting pointMay 1, 2022
- Random Forests for Change Point Detectionarxiv-2205.04997 Sparse Thin Ready implementation starting pointMay 1, 2022
- Arbitrary Shape Text Detection via Boundary Transformerarxiv-2205.05320 Direct Thin Ready implementation starting pointMay 1, 2022
- CoNT: Contrastive Neural Text Generationarxiv-2205.14690 Sparse Thin Ready implementation starting pointMay 1, 2022
- A Correlation Information-based Spatiotemporal Network for Traffic Flow Forecastingarxiv-2205.10365 Sparse Thin Ready implementation starting pointMay 1, 2022
- Constrained Monotonic Neural Networksarxiv-2205.11775 Direct Thin Ready implementation starting pointMay 1, 2022
- Task-Agnostic Continual Reinforcement Learning: Gaining Insights and Overcoming Challengesarxiv-2205.14495 Sparse Thin Ready implementation starting pointMay 1, 2022
- WoLF: the Whole-body Locomotion Framework for Quadruped Robotsarxiv-2205.06526 Direct Thin Ready implementation starting pointMay 1, 2022
- Voice Activity Projection: Self-supervised Learning of Turn-taking Eventsarxiv-2205.09812 Sparse Thin Ready implementation starting pointMay 1, 2022
- A Simple Approach to Improve Single-Model Deep Uncertainty via Distance-Awarenessarxiv-2205.00403 Direct Thin Ready implementation starting pointMay 1, 2022
- Computational Reproducibility Within Prognostics and Health Managementarxiv-2205.15489 Sparse Thin Ready implementation starting pointMay 1, 2022
- Dynamic Ensemble Selection Using Fuzzy Hyperboxesarxiv-2205.10438 Sparse Thin Ready implementation starting pointMay 1, 2022
- Multilingual Machine Translation with Hyper-Adaptersarxiv-2205.10835 Sparse Thin Ready implementation starting pointMay 1, 2022
- Large Language Models are Zero-Shot Reasonersarxiv-2205.11916 Sparse Thin Ready implementation starting pointMay 1, 2022
- Non-stationary Transformers: Exploring the Stationarity in Time Series Forecastingarxiv-2205.14415 Sparse Thin Ready implementation starting pointMay 1, 2022
- Few-shot Reranking for Multi-hop QA via Language Model Promptingarxiv-2205.12650 Sparse Thin Ready implementation starting pointMay 1, 2022
- An Empirical Study Of Self-supervised Learning Approaches For Object Detection With Transformersarxiv-2205.05543 Sparse Thin Ready implementation starting pointMay 1, 2022
- Near out-of-distribution detection for low-resolution radar micro-Doppler signaturesarxiv-2205.07869 Sparse Thin Ready implementation starting pointMay 1, 2022
- FreeMatch: Self-adaptive Thresholding for Semi-supervised Learningarxiv-2205.07246 Direct Thin Ready implementation starting pointMay 1, 2022
- Better plain ViT baselines for ImageNet-1karxiv-2205.01580 Curated Related Thin Ready implementation starting pointMay 1, 2022
- TracInAD: Measuring Influence for Anomaly Detectionarxiv-2205.01362 Sparse Thin Ready implementation starting pointMay 1, 2022
- Noise-Aware Statistical Inference with Differentially Private Synthetic Dataarxiv-2205.14485 Direct Thin Ready implementation starting pointMay 1, 2022
- SupMAE: Supervised Masked Autoencoders Are Efficient Vision Learnersarxiv-2205.14540 Sparse Thin Ready implementation starting pointMay 1, 2022
- EXACT: How to Train Your Accuracyarxiv-2205.09615 Sparse Thin Ready implementation starting pointMay 1, 2022
- Pretraining is All You Need for Image-to-Image Translationarxiv-2205.12952 Sparse Thin Ready implementation starting pointMay 1, 2022
- OPT: Open Pre-trained Transformer Language Modelsarxiv-2205.01068 Sparse Thin Ready implementation starting pointMay 1, 2022
- EndoMapper dataset of complete calibrated endoscopy proceduresarxiv-2204.14240 Sparse Thin Ready implementation starting pointApr 29, 2022
- Preoperative brain tumor imaging: models and software for segmentation and standardized reportingarxiv-2204.14199 Sparse Thin Ready implementation starting pointApr 29, 2022