300 canonical paper links on this archive page.
- Matrix Model simulations using Quantum Computing, Deep Learning, and Lattice Monte Carloarxiv-2108.02942 Sparse Thin Ready implementation starting pointAug 1, 2021
- Learning Sparse Analytic Filters for Piano Transcriptionarxiv-2108.10382 Sparse Thin Ready implementation starting pointAug 1, 2021
- A Benchmarking Initiative for Audio-Domain Music Generation Using the Freesound Loop Datasetarxiv-2108.01576 Sparse Thin Ready implementation starting pointAug 1, 2021
- Sketches for Time-Dependent Machine Learningarxiv-2108.11923 Sparse Thin Ready implementation starting pointAug 1, 2021
- Semantically Coherent Out-of-Distribution Detectionarxiv-2108.11941 Sparse Thin Ready implementation starting pointAug 1, 2021
- RaftMLP: How Much Can Be Done Without Attention and with Less Spatial Locality?arxiv-2108.04384 Sparse Thin Ready implementation starting pointAug 1, 2021
- Stop Throwing Away Discriminators! Re-using Adversaries for Test-Time Trainingarxiv-2108.12280 Sparse Thin Ready implementation starting pointAug 1, 2021
- The RareDis corpus: a corpus annotated with rare diseases, their signs and symptomsarxiv-2108.01204 Sparse Thin Ready implementation starting pointAug 1, 2021
- Accounting for shared covariates in semi-parametric Bayesian additive regression treesarxiv-2108.07636 Sparse Thin Ready implementation starting pointAug 1, 2021
- "What makes my queries slow?": Subgroup Discovery for SQL Workload Analysisarxiv-2108.03906 Sparse Thin Ready implementation starting pointAug 1, 2021
- AuctionWhisk: Using an Auction-Inspired Approach for Function Placement in Serverless Fog Platformsarxiv-2108.13222 Sparse Thin Ready implementation starting pointAug 1, 2021
- Multi-Anchor Active Domain Adaptation for Semantic Segmentationarxiv-2108.08012 Sparse Thin Ready implementation starting pointAug 1, 2021
- SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Miningarxiv-2108.08983 Sparse Thin Ready implementation starting pointAug 1, 2021
- Anchor-free 3D Single Stage Detector with Mask-Guided Attention for Point Cloudarxiv-2108.03634 Sparse Thin Ready implementation starting pointAug 1, 2021
- Lifted contact dynamics for efficient optimal control of rigid body systems with contactsarxiv-2108.01781 Sparse Thin Ready implementation starting pointAug 1, 2021
- Deep Joint Learning of Pathological Region Localization and Alzheimer's Disease Diagnosisarxiv-2108.04555 Sparse Thin Ready implementation starting pointAug 1, 2021
- SO-Pose: Exploiting Self-Occlusion for Direct 6D Pose Estimationarxiv-2108.08367 Sparse Thin Ready implementation starting pointAug 1, 2021
- Hire-MLP: Vision MLP via Hierarchical Rearrangementarxiv-2108.13341 Sparse Thin Ready implementation starting pointAug 1, 2021
- Recurrent Video Deblurring with Blur-Invariant Motion Estimation and Pixel Volumesarxiv-2108.09982 Sparse Thin Ready implementation starting pointAug 1, 2021
- Fastformer: Additive Attention Can Be All You Needarxiv-2108.09084 Sparse Thin Ready implementation starting pointAug 1, 2021
- Clustering acoustic emission data streams with sequentially appearing clusters using mixture modelsarxiv-2108.11211 Sparse Thin Ready implementation starting pointAug 1, 2021
- Towards an Automatic Proof of Lamport's Paxosarxiv-2108.08796 Sparse Thin Ready implementation starting pointAug 1, 2021
- Attention-driven Graph Clustering Networkarxiv-2108.05499 Sparse Thin Ready implementation starting pointAug 1, 2021
- TCCT: Tightly-Coupled Convolutional Transformer on Time Series Forecastingarxiv-2108.12784 Sparse Thin Ready implementation starting pointAug 1, 2021
- Deep Reinforcement Learning at the Edge of the Statistical Precipicearxiv-2108.13264 Sparse Thin Ready implementation starting pointAug 1, 2021
- Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarizationarxiv-2108.11992 Sparse Thin Ready implementation starting pointAug 1, 2021
- MESH: A Memory-Efficient Safe Heap for C/C++arxiv-2108.08683 Sparse Thin Ready implementation starting pointAug 1, 2021
- CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attentionarxiv-2108.00154 Direct Thin Ready implementation starting pointAug 1, 2021
- PyEuroVoc: A Tool for Multilingual Legal Document Classification with EuroVoc Descriptorsarxiv-2108.01139 Sparse Thin Ready implementation starting pointAug 1, 2021
- Image Inpainting via Conditional Texture and Structure Dual Generationarxiv-2108.09760 Sparse Thin Ready implementation starting pointAug 1, 2021
- MuSiQue: Multihop Questions via Single-hop Question Compositionarxiv-2108.00573 Sparse Thin Ready implementation starting pointAug 1, 2021
- An Algebraic Quantum Circuit Compression Algorithm for Hamiltonian Simulationarxiv-2108.03283 Sparse Thin Ready implementation starting pointAug 1, 2021
- Elastic Tactile Simulation Towards Tactile-Visual Perceptionarxiv-2108.05013 Sparse Thin Ready implementation starting pointAug 1, 2021
- CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithmsarxiv-2108.00783 Sparse Thin Ready implementation starting pointAug 1, 2021
- AP-10K: A Benchmark for Animal Pose Estimation in the Wildarxiv-2108.12617 Sparse Thin Ready implementation starting pointAug 1, 2021
- The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformersarxiv-2108.12284 Sparse Thin Ready implementation starting pointAug 1, 2021
- Model calibration using ESEm v1.0.0 -- an open, scalable Earth System Emulatorarxiv-2108.10747 Direct Thin Ready implementation starting pointAug 1, 2021
- Token Shift Transformer for Video Classificationarxiv-2108.02432 Sparse Thin Ready implementation starting pointAug 1, 2021
- ICLR 2021 Challenge for Computational Geometry & Topology: Design and Resultsarxiv-2108.09810 Sparse Thin Ready implementation starting pointAug 1, 2021
- Differentiable Subset Pruning of Transformer Headsarxiv-2108.04657 Sparse Thin Ready implementation starting pointAug 1, 2021
- Hope Speech detection in under-resourced Kannada languagearxiv-2108.04616 Sparse Thin Ready implementation starting pointAug 1, 2021
- Packaging research artefacts with RO-Cratearxiv-2108.06503 Sparse Thin Ready implementation starting pointAug 1, 2021
- EVA: An Open-Domain Chinese Dialogue System with Large-Scale Generative Pre-Trainingarxiv-2108.01547 Sparse Thin Ready implementation starting pointAug 1, 2021
- PICCOLO: Point Cloud-Centric Omnidirectional Localizationarxiv-2108.06545 Sparse Thin Ready implementation starting pointAug 1, 2021
- Optimal 1D Ly$α$ Forest Power Spectrum Estimation -- II. KODIAQ, SQUAD & XQ-100arxiv-2108.10870 Sparse Thin Ready implementation starting pointAug 1, 2021
- The Performance Evaluation of Attention-Based Neural ASR under Mixed Speech Inputarxiv-2108.01245 Sparse Thin Ready implementation starting pointAug 1, 2021
- Evaluating the Robustness of Off-Policy Evaluationarxiv-2108.13703 Sparse Thin Ready implementation starting pointAug 1, 2021
- PVT: Point-Voxel Transformer for Point Cloud Learningarxiv-2108.06076 Sparse Thin Ready implementation starting pointAug 1, 2021
- Quadratic Unconstrained Binary Optimisation via Quantum-Inspired Annealingarxiv-2108.08064 Sparse Thin Ready implementation starting pointAug 1, 2021
- Hardware-accelerated Inference for Real-Time Gravitational-Wave Astronomyarxiv-2108.12430 Sparse Thin Ready implementation starting pointAug 1, 2021
- FedMatch: Federated Learning Over Heterogeneous Question Answering Dataarxiv-2108.05069 Sparse Thin Ready implementation starting pointAug 1, 2021
- Interpolation can hurt robust generalization even when there is no noisearxiv-2108.02883 Sparse Thin Ready implementation starting pointAug 1, 2021
- Retiring Adult: New Datasets for Fair Machine Learningarxiv-2108.04884 Sparse Thin Ready implementation starting pointAug 1, 2021
- IDM: An Intermediate Domain Module for Domain Adaptive Person Re-IDarxiv-2108.02413 Sparse Thin Ready implementation starting pointAug 1, 2021
- Grounding Representation Similarity with Statistical Testingarxiv-2108.01661 Sparse Thin Ready implementation starting pointAug 1, 2021
- A Point-to-Distribution Joint Geometry and Color Metric for Point Cloud Quality Assessmentarxiv-2108.00054 Sparse Thin Ready implementation starting pointAug 1, 2021
- Re-using Adversarial Mask Discriminators for Test-time Training under Distribution Shiftsarxiv-2108.11926 Sparse Thin Ready implementation starting pointAug 1, 2021
- Residual Attention: A Simple but Effective Method for Multi-Label Recognitionarxiv-2108.02456 Sparse Thin Ready implementation starting pointAug 1, 2021
- Pixel-Perfect Structure-from-Motion with Featuremetric Refinementarxiv-2108.08291 Sparse Thin Ready implementation starting pointAug 1, 2021
- Box-Aware Feature Enhancement for Single Object Tracking on Point Cloudsarxiv-2108.04728 Sparse Thin Ready implementation starting pointAug 1, 2021
- Safe Learning in Robotics: From Learning-Based Control to Safe Reinforcement Learningarxiv-2108.06266 Sparse Thin Ready implementation starting pointAug 1, 2021
- Pixel Difference Networks for Efficient Edge Detectionarxiv-2108.07009 Sparse Thin Ready implementation starting pointAug 1, 2021
- A Machine Learning Surrogate Modeling Benchmark for Temperature Field Reconstruction of Heat-Source Systemsarxiv-2108.08298 Sparse Thin Ready implementation starting pointAug 1, 2021
- Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformersarxiv-2108.06932 Sparse Thin Ready implementation starting pointAug 1, 2021
- Logic Explained Networksarxiv-2108.05149 Sparse Thin Ready implementation starting pointAug 1, 2021
- Convergent evolution in a large cross-cultural database of musical scalesarxiv-2108.00842 Sparse Thin Ready implementation starting pointAug 1, 2021
- GCN-Denoiser: Mesh Denoising with Graph Convolutional Networksarxiv-2108.05128 Sparse Thin Ready implementation starting pointAug 1, 2021
- An Underwater Image Semantic Segmentation Method Focusing on Boundaries and a Real Underwater Scene Semantic Segmentation Datasetarxiv-2108.11727 Curated Related Thin Ready implementation starting pointAug 1, 2021
- Towards real-world navigation with deep differentiable plannersarxiv-2108.05713 Direct Thin Ready implementation starting pointAug 1, 2021
- RELATIO: Text Semantics Capture Political and Economic Narrativesarxiv-2108.01720 Sparse Thin Ready implementation starting pointAug 1, 2021
- X-modaler: A Versatile and High-performance Codebase for Cross-modal Analyticsarxiv-2108.08217 Sparse Thin Ready implementation starting pointAug 1, 2021
- Dynamic Semantic Occupancy Mapping using 3D Scene Flow and Closed-Form Bayesian Inferencearxiv-2108.03180 Sparse Thin Ready implementation starting pointAug 1, 2021
- Semi-supervised Conditional GAN for Simultaneous Generation and Detection of Phishing URLs: A Game theoretic Perspectivearxiv-2108.01852 Sparse Thin Ready implementation starting pointAug 1, 2021
- DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Featuresarxiv-2108.02927 Sparse Thin Ready implementation starting pointAug 1, 2021
- Enhancing Knowledge Tracing via Adversarial Trainingarxiv-2108.04430 Sparse Thin Ready implementation starting pointAug 1, 2021
- Self-supervised Monocular Depth Estimation for All Day Images using Domain Separationarxiv-2108.07628 Sparse Thin Ready implementation starting pointAug 1, 2021
- Relational E-Matchingarxiv-2108.02290 Sparse Thin Ready implementation starting pointAug 1, 2021
- When are Deep Networks really better than Decision Forests at small sample sizes, and how?arxiv-2108.13637 Sparse Thin Ready implementation starting pointAug 1, 2021
- Isaac Gym: High Performance GPU-Based Physics Simulation For Robot Learningarxiv-2108.10470 Sparse Thin Ready implementation starting pointAug 1, 2021
- The Boundary for Quantum Advantage in Gaussian Boson Samplingarxiv-2108.01622 Sparse Thin Ready implementation starting pointAug 1, 2021
- BeatNet: CRNN and Particle Filtering for Online Joint Beat Downbeat and Meter Trackingarxiv-2108.03576 Sparse Thin Ready implementation starting pointAug 1, 2021
- Variational quantum eigensolver for the Heisenberg antiferromagnet on the kagome latticearxiv-2108.02175 Sparse Thin Ready implementation starting pointAug 1, 2021
- COMPARE: A Taxonomy and Dataset of Comparison Discussions in Peer Reviewsarxiv-2108.04366 Sparse Thin Ready implementation starting pointAug 1, 2021
- AdaAttN: Revisit Attention Mechanism in Arbitrary Neural Style Transferarxiv-2108.03647 Sparse Thin Ready implementation starting pointAug 1, 2021
- On the Multilingual Capabilities of Very Large-Scale English Language Modelsarxiv-2108.13349 Sparse Thin Ready implementation starting pointAug 1, 2021
- Semi-Supervised Domain Generalizable Person Re-Identificationarxiv-2108.05045 Sparse Thin Ready implementation starting pointAug 1, 2021
- Towards Practical Learned Indexingarxiv-2108.05117 Sparse Thin Ready implementation starting pointAug 1, 2021
- Resource Management in Edge and Fog Computing using FogBus2 Frameworkarxiv-2108.00591 Sparse Thin Ready implementation starting pointAug 1, 2021
- Recall@k Surrogate Loss with Large Batches and Similarity Mixuparxiv-2108.11179 Direct Thin Ready implementation starting pointAug 1, 2021
- Evaluating Fairness in Argument Retrievalarxiv-2108.10442 Sparse Thin Ready implementation starting pointAug 1, 2021
- SPACE: A Simulator for Physical Interactions and Causal Learning in 3D Environmentsarxiv-2108.06180 Sparse Thin Ready implementation starting pointAug 1, 2021
- Deep graph matching meets mixed-integer linear programming: Relax at your own risk ?arxiv-2108.00394 Sparse Thin Ready implementation starting pointAug 1, 2021
- Adaptive numerical simulations with Trixi.jl: A case study of Julia for scientific computingarxiv-2108.06476 Direct Thin Ready implementation starting pointAug 1, 2021
- Robust Compressed Sensing MRI with Deep Generative Priorsarxiv-2108.01368 Sparse Thin Ready implementation starting pointAug 1, 2021
- Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedbackarxiv-2108.13454 Sparse Thin Ready implementation starting pointAug 1, 2021
- Extending quantum probabilistic error cancellation by noise scalingarxiv-2108.02237 Sparse Thin Ready implementation starting pointAug 1, 2021
- Robust Retrieval Augmented Generation for Zero-shot Slot Fillingarxiv-2108.13934 Direct Thin Ready implementation starting pointAug 1, 2021
- I Will Have Order! Optimizing Orders for Fair Reviewer Assignmentarxiv-2108.02126 Sparse Thin Ready implementation starting pointAug 1, 2021
- Oriented R-CNN for Object Detectionarxiv-2108.05699 Sparse Thin Ready implementation starting pointAug 1, 2021
- MITI Minimum Information guidelines for highly multiplexed tissue imagesarxiv-2108.09499 Sparse Thin Ready implementation starting pointAug 1, 2021
- Generic Neural Architecture Search via Regressionarxiv-2108.01899 Sparse Thin Ready implementation starting pointAug 1, 2021
- Toward Spatially Unbiased Generative Modelsarxiv-2108.01285 Sparse Thin Ready implementation starting pointAug 1, 2021
- Quantum convolutional neural network for classical data classificationarxiv-2108.00661 Sparse Thin Ready implementation starting pointAug 1, 2021
- Unsupervised Person Re-identification with Stochastic Training Strategyarxiv-2108.06938 Sparse Thin Ready implementation starting pointAug 1, 2021
- Contemporary Symbolic Regression Methods and their Relative Performancearxiv-2107.14351 Sparse Thin Ready implementation starting pointJul 29, 2021
- FastSHAP: Real-Time Shapley Value Estimationarxiv-2107.07436 Sparse Thin Ready implementation starting pointJul 15, 2021
- FastSHAP: Real-Time Shapley Value Estimationdoi-10.48550_arxiv.2107.07436 Sparse Thin Ready implementation starting pointJul 15, 2021
- Phase retrieval and design with automatic differentiation: tutorialdoi-10.1364_josab.432723 Sparse Thin Ready implementation starting pointJul 12, 2021
- DebiasedDTA: A Framework for Improving the Generalizability of Drug-Target Affinity Prediction Modelsarxiv-2107.05556 Sparse Thin Ready implementation starting pointJul 4, 2021
- Phase Retrieval and Design with Automatic Differentiationarxiv-2107.00952 Sparse Thin Ready implementation starting pointJul 2, 2021
- CMT: Convolutional Neural Networks Meet Vision Transformersarxiv-2107.06263 Sparse Thin Ready implementation starting pointJul 1, 2021
- Entropy solutions of non-local scalar conservation laws with congestion via deterministic particle methodarxiv-2107.10760 Sparse Thin Ready implementation starting pointJul 1, 2021
- CVEfixes: Automated Collection of Vulnerabilities and Their Fixes from Open-Source Softwarearxiv-2107.08760 Sparse Thin Ready implementation starting pointJul 1, 2021
- Conditional GANs with Auxiliary Discriminative Classifierarxiv-2107.10060 Sparse Thin Ready implementation starting pointJul 1, 2021
- Wavelet Transform-assisted Adaptive Generative Modeling for Colorizationarxiv-2107.04261 Sparse Thin Ready implementation starting pointJul 1, 2021
- On the Difficulty of Translating Free-Order Case-Marking Languagesarxiv-2107.06055 Sparse Thin Ready implementation starting pointJul 1, 2021
- Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Recognitionarxiv-2107.09249 Sparse Thin Ready implementation starting pointJul 1, 2021
- Comprehensive analysis of a dense sample of FRB 121102 burstsarxiv-2107.05658 Sparse Thin Ready implementation starting pointJul 1, 2021
- MFGNet: Dynamic Modality-Aware Filter Generation for RGB-T Trackingarxiv-2107.10433 Sparse Thin Ready implementation starting pointJul 1, 2021
- Neural Variational Gradient Descentarxiv-2107.10731 Sparse Thin Ready implementation starting pointJul 1, 2021
- RoFL: Robustness of Secure Federated Learningarxiv-2107.03311 Direct Thin Ready implementation starting pointJul 1, 2021
- FAST-LIO2: Fast Direct LiDAR-inertial Odometryarxiv-2107.06829 Direct Thin Ready implementation starting pointJul 1, 2021
- Open-World Entity Segmentationarxiv-2107.14228 Sparse Thin Ready implementation starting pointJul 1, 2021
- CycleMLP: A MLP-like Architecture for Dense Predictionarxiv-2107.10224 Sparse Thin Ready implementation starting pointJul 1, 2021
- Likelihood-Free Frequentist Inference: Bridging Classical Statistics and Machine Learning for Reliable Simulator-Based Inferencearxiv-2107.03920 Sparse Thin Ready implementation starting pointJul 1, 2021
- Quantitative Evaluation of Explainable Graph Neural Networks for Molecular Property Predictionarxiv-2107.04119 Direct Thin Ready implementation starting pointJul 1, 2021
- Medical Profile Model: Scientific and Practical Applications in Healthcarearxiv-2107.03913 Sparse Thin Ready implementation starting pointJul 1, 2021
- Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognitionarxiv-2107.12213 Sparse Thin Ready implementation starting pointJul 1, 2021
- Spatial-Temporal Transformer for Dynamic Scene Graph Generationarxiv-2107.12309 Sparse Thin Ready implementation starting pointJul 1, 2021
- Focal Self-attention for Local-Global Interactions in Vision Transformersarxiv-2107.00641 Sparse Thin Ready implementation starting pointJul 1, 2021
- Human Pose Regression with Residual Log-likelihood Estimationarxiv-2107.11291 Sparse Thin Ready implementation starting pointJul 1, 2021
- Scalable Biophysical Simulations of the Neuromuscular Systemarxiv-2107.07104 Sparse Thin Ready implementation starting pointJul 1, 2021
- Lossless, Scalable Implicit Likelihood Inference for Cosmological Fieldsarxiv-2107.07405 Sparse Thin Ready implementation starting pointJul 1, 2021
- Memory Efficient Meta-Learning with Large Imagesarxiv-2107.01105 Sparse Thin Ready implementation starting pointJul 1, 2021
- From Continuity to Editability: Inverting GANs with Consecutive Imagesarxiv-2107.13812 Sparse Thin Ready implementation starting pointJul 1, 2021
- Query2Label: A Simple Transformer Way to Multi-Label Classificationarxiv-2107.10834 Sparse Thin Ready implementation starting pointJul 1, 2021
- CLSRIL-23: Cross Lingual Speech Representations for Indic Languagesarxiv-2107.07402 Sparse Thin Ready implementation starting pointJul 1, 2021
- Neural Conditional Reweightingarxiv-2107.08979 Sparse Thin Ready implementation starting pointJul 1, 2021
- ChrEnTranslate: Cherokee-English Machine Translation Demo with Quality Estimation and Corrective Feedbackarxiv-2107.14800 Sparse Thin Ready implementation starting pointJul 1, 2021
- The Geography of Open Source Software: Evidence from GitHubarxiv-2107.03200 Sparse Thin Ready implementation starting pointJul 1, 2021
- ManiSkill: Generalizable Manipulation Skill Benchmark with Large-Scale Demonstrationsarxiv-2107.14483 Sparse Thin Ready implementation starting pointJul 1, 2021
- Communication-Efficient Hierarchical Federated Learning for IoT Heterogeneous Systems with Imbalanced Dataarxiv-2107.06548 Sparse Thin Ready implementation starting pointJul 1, 2021
- A Field Guide to Federated Optimizationarxiv-2107.06917 Sparse Thin Ready implementation starting pointJul 1, 2021
- Stabilizing Deep Q-Learning with ConvNets and Vision Transformers under Data Augmentationarxiv-2107.00644 Sparse Thin Ready implementation starting pointJul 1, 2021
- QVHighlights: Detecting Moments and Highlights in Videos via Natural Language Queriesarxiv-2107.09609 Sparse Thin Ready implementation starting pointJul 1, 2021
- ViTGAN: Training GANs with Vision Transformersarxiv-2107.04589 Sparse Thin Ready implementation starting pointJul 1, 2021
- Capturing, Reconstructing, and Simulating: the UrbanScene3D Datasetarxiv-2107.04286 Sparse Thin Ready implementation starting pointJul 1, 2021
- Principled, practical, flexible, fast: a new approach to phylogenetic factor analysisarxiv-2107.01246 Sparse Thin Ready implementation starting pointJul 1, 2021
- Not End-to-End: Explore Multi-Stage Architecture for Online Surgical Phase Recognitionarxiv-2107.04810 Sparse Thin Ready implementation starting pointJul 1, 2021
- Learning Algebraic Recombination for Compositional Generalizationarxiv-2107.06516 Sparse Thin Ready implementation starting pointJul 1, 2021
- UR Channel-Robust Synthetic Speech Detection System for ASVspoof 2021arxiv-2107.12018 Sparse Thin Ready implementation starting pointJul 1, 2021
- JS Fake Chorales: a Synthetic Dataset of Polyphonic Music with Human Annotationarxiv-2107.10388 Sparse Thin Ready implementation starting pointJul 1, 2021
- Computational graphs for matrix functionsarxiv-2107.12198 Sparse Thin Ready implementation starting pointJul 1, 2021
- AS-MLP: An Axial Shifted MLP Architecture for Visionarxiv-2107.08391 Sparse Thin Ready implementation starting pointJul 1, 2021
- Zero-shot Visual Question Answering using Knowledge Grapharxiv-2107.05348 Sparse Thin Ready implementation starting pointJul 1, 2021
- Learning Span-Level Interactions for Aspect Sentiment Triplet Extractionarxiv-2107.12214 Sparse Thin Ready implementation starting pointJul 1, 2021
- Measuring and Explaining the Inter-Cluster Reliability of Multidimensional Projectionsarxiv-2107.07859 Sparse Thin Ready implementation starting pointJul 1, 2021
- Cell Detection in Domain Shift Problem Using Pseudo-Cell-Position Heatmaparxiv-2107.08653 Sparse Thin Ready implementation starting pointJul 1, 2021
- Bias Loss for Mobile Neural Networksarxiv-2107.11170 Sparse Thin Ready implementation starting pointJul 1, 2021
- A Review of Bangla Natural Language Processing Tasks and the Utility of Transformer Modelsarxiv-2107.03844 Sparse Thin Ready implementation starting pointJul 1, 2021
- The Piano Inpainting Applicationarxiv-2107.05944 Sparse Thin Ready implementation starting pointJul 1, 2021
- Variational Diffusion Modelsarxiv-2107.00630 Sparse Thin Ready implementation starting pointJul 1, 2021
- MarsExplorer: Exploration of Unknown Terrains via Deep Reinforcement Learning and Procedurally Generated Environmentsarxiv-2107.09996 Sparse Thin Ready implementation starting pointJul 1, 2021
- SynthSeg: Segmentation of brain MRI scans of any contrast and resolution without retrainingarxiv-2107.09559 Sparse Thin Ready implementation starting pointJul 1, 2021
- Deep learning the slow modes for rare events samplingarxiv-2107.03943 Sparse Thin Ready implementation starting pointJul 1, 2021
- Efficient Möbius Transformations and their applications to Dempster-Shafer Theory: Clarification and implementationarxiv-2107.07359 Sparse Thin Ready implementation starting pointJul 1, 2021
- GLiT: Neural Architecture Search for Global and Local Image Transformerarxiv-2107.02960 Sparse Thin Ready implementation starting pointJul 1, 2021
- Fast Contact-Implicit Model-Predictive Controlarxiv-2107.05616 Sparse Thin Ready implementation starting pointJul 1, 2021
- Perceiver IO: A General Architecture for Structured Inputs & Outputsarxiv-2107.14795 Sparse Thin Ready implementation starting pointJul 1, 2021
- KalmanNet: Neural Network Aided Kalman Filtering for Partially Known Dynamicsarxiv-2107.10043 Sparse Thin Ready implementation starting pointJul 1, 2021
- Parallel Detection for Efficient Video Analytics at the Edgearxiv-2107.12563 Sparse Thin Ready implementation starting pointJul 1, 2021
- Out-of-Distribution Dynamics Detection: RL-Relevant Benchmarks and Resultsarxiv-2107.04982 Sparse Thin Ready implementation starting pointJul 1, 2021
- To Ship or Not to Ship: An Extensive Evaluation of Automatic Metrics for Machine Translationarxiv-2107.10821 Sparse Thin Ready implementation starting pointJul 1, 2021
- Visual Parser: Representing Part-whole Hierarchies with Transformersarxiv-2107.05790 Sparse Thin Ready implementation starting pointJul 1, 2021
- Separating Skills and Concepts for Novel Visual Question Answeringarxiv-2107.09106 Sparse Thin Ready implementation starting pointJul 1, 2021
- Long-term series forecasting with Query Selector -- efficient model of sparse attentionarxiv-2107.08687 Sparse Thin Ready implementation starting pointJul 1, 2021
- Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learningarxiv-2107.09562 Sparse Thin Ready implementation starting pointJul 1, 2021
- Language Grounding with 3D Objectsarxiv-2107.12514 Sparse Thin Ready implementation starting pointJul 1, 2021
- Fast and robust earthquake source spectra and moment magnitudes from envelope inversionarxiv-2107.11083 Sparse Thin Ready implementation starting pointJul 1, 2021
- Resilience of Autonomous Vehicle Object Category Detection to Universal Adversarial Perturbationsarxiv-2107.04749 Sparse Thin Ready implementation starting pointJul 1, 2021
- Benchpress: A Scalable and Versatile Workflow for Benchmarking Structure Learning Algorithmsarxiv-2107.03863 Sparse Thin Ready implementation starting pointJul 1, 2021
- Inverse Contextual Bandits: Learning How Behavior Evolves over Timearxiv-2107.06317 Sparse Thin Ready implementation starting pointJul 1, 2021
- Modality-aware Mutual Learning for Multi-modal Medical Image Segmentationarxiv-2107.09842 Sparse Thin Ready implementation starting pointJul 1, 2021
- Revisiting Uncertainty-based Query Strategies for Active Learning with Transformersarxiv-2107.05687 Sparse Thin Ready implementation starting pointJul 1, 2021
- LeViT-UNet: Make Faster Encoders with Transformer for Medical Image Segmentationarxiv-2107.08623 Direct Thin Ready implementation starting pointJul 1, 2021
- How Much Can CLIP Benefit Vision-and-Language Tasks?arxiv-2107.06383 Curated Related Thin Ready implementation starting pointJul 1, 2021
- SVEva Fair: A Framework for Evaluating Fairness in Speaker Verificationarxiv-2107.12049 Sparse Thin Ready implementation starting pointJul 1, 2021
- Deduplicating Training Data Makes Language Models Betterarxiv-2107.06499 Sparse Thin Ready implementation starting pointJul 1, 2021
- FLEX: Unifying Evaluation for Few-Shot NLParxiv-2107.07170 Sparse Thin Ready implementation starting pointJul 1, 2021
- ReSSL: Relational Self-Supervised Learning with Weak Augmentationarxiv-2107.09282 Sparse Thin Ready implementation starting pointJul 1, 2021
- Manipulating Identical Filter Redundancy for Efficient Pruning on Deep and Complicated CNNarxiv-2107.14444 Sparse Thin Ready implementation starting pointJul 1, 2021
- Robust deep learning for emulating turbulent viscositiesarxiv-2107.11235 Sparse Thin Ready implementation starting pointJul 1, 2021
- Sisyphus: A Cautionary Tale of Using Low-Degree Polynomial Activations in Privacy-Preserving Deep Learningarxiv-2107.12342 Sparse Thin Ready implementation starting pointJul 1, 2021
- NeuralPDE: Automating Physics-Informed Neural Networks (PINNs) with Error Approximationsarxiv-2107.09443 Direct Thin Ready implementation starting pointJul 1, 2021
- Rethinking Sampling Strategies for Unsupervised Person Re-identificationarxiv-2107.03024 Sparse Thin Ready implementation starting pointJul 1, 2021
- CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windowsarxiv-2107.00652 Sparse Thin Ready implementation starting pointJul 1, 2021
- Asymptotics of Network Embeddings Learned via Subsamplingarxiv-2107.02363 Sparse Thin Ready implementation starting pointJul 1, 2021
- Evidential Deep Learning for Open Set Action Recognitionarxiv-2107.10161 Sparse Thin Ready implementation starting pointJul 1, 2021
- Compressing Neural Networks: Towards Determining the Optimal Layer-wise Decompositionarxiv-2107.11442 Sparse Thin Ready implementation starting pointJul 1, 2021
- Improving Inductive Link Prediction Using Hyper-Relational Factsarxiv-2107.04894 Sparse Thin Ready implementation starting pointJul 1, 2021
- Adaptive Optimizers with Sparse Group Lasso for Neural Networks in CTR Predictionarxiv-2107.14432 Sparse Thin Ready implementation starting pointJul 1, 2021
- Long Short-Term Transformer for Online Action Detectionarxiv-2107.03377 Sparse Thin Ready implementation starting pointJul 1, 2021
- Locally Enhanced Self-Attention: Combining Self-Attention and Convolution as Local and Context Termsarxiv-2107.05637 Sparse Thin Ready implementation starting pointJul 1, 2021
- Rank & Sort Loss for Object Detection and Instance Segmentationarxiv-2107.11669 Sparse Thin Ready implementation starting pointJul 1, 2021
- Efficient Neural Causal Discovery without Acyclicity Constraintsarxiv-2107.10483 Sparse Thin Ready implementation starting pointJul 1, 2021
- Imaging moiré deformation and dynamics in twisted bilayer graphenearxiv-2107.14716 Sparse Thin Ready implementation starting pointJul 1, 2021
- Large W limit of the knapsack problemarxiv-2107.14080 Sparse Thin Ready implementation starting pointJul 1, 2021
- SurfaceNet: Adversarial SVBRDF Estimation from a Single Imagearxiv-2107.11298 Sparse Thin Ready implementation starting pointJul 1, 2021
- CL4AC: A Contrastive Loss for Audio Captioningarxiv-2107.09990 Sparse Thin Ready implementation starting pointJul 1, 2021
- Synthesis in Style: Semantic Segmentation of Historical Documents using Synthetic Dataarxiv-2107.06777 Sparse Thin Ready implementation starting pointJul 1, 2021
- Combining EfficientNet and Vision Transformers for Video Deepfake Detectionarxiv-2107.02612 Sparse Thin Ready implementation starting pointJul 1, 2021
- Manifold learning-based polynomial chaos expansions for high-dimensional surrogate modelsarxiv-2107.09814 Sparse Thin Ready implementation starting pointJul 1, 2021
- AutoFormer: Searching Transformers for Visual Recognitionarxiv-2107.00651 Sparse Thin Ready implementation starting pointJul 1, 2021
- Contextual Transformer Networks for Visual Recognitionarxiv-2107.12292 Sparse Thin Ready implementation starting pointJul 1, 2021
- Conservative Objective Models for Effective Offline Model-Based Optimizationarxiv-2107.06882 Sparse Thin Ready implementation starting pointJul 1, 2021
- Reinforcement Learning for Adaptive Optimal Stationary Control of Linear Stochastic Systemsarxiv-2107.07788 Sparse Thin Ready implementation starting pointJul 1, 2021
- On Positional and Structural Node Features for Graph Neural Networks on Non-attributed Graphsarxiv-2107.01495 Sparse Thin Ready implementation starting pointJul 1, 2021
- Combiner: Full Attention Transformer with Sparse Computation Costarxiv-2107.05768 Sparse Thin Ready implementation starting pointJul 1, 2021
- Active 3D Shape Reconstruction from Vision and Toucharxiv-2107.09584 Sparse Thin Ready implementation starting pointJul 1, 2021
- Activated Gradients for Deep Neural Networksarxiv-2107.04228 Sparse Thin Ready implementation starting pointJul 1, 2021
- Accelerating Video Object Segmentation with Compressed Videoarxiv-2107.12192 Sparse Thin Ready implementation starting pointJul 1, 2021
- A multi-schematic classifier-independent oversampling approach for imbalanced datasetsarxiv-2107.07349 Sparse Thin Ready implementation starting pointJul 1, 2021
- Functional Magnetic Resonance Imaging data augmentation through conditional ICAarxiv-2107.06104 Sparse Thin Ready implementation starting pointJul 1, 2021
- Power Law Graph Transformer for Machine Translation and Representation Learningarxiv-2107.02039 Sparse Thin Ready implementation starting pointJul 1, 2021
- Introducing a Family of Synthetic Datasets for Research on Bias in Machine Learningarxiv-2107.08928 Sparse Thin Ready implementation starting pointJul 1, 2021
- MMSys'21 Grand Challenge on Detecting Cheapfakesarxiv-2107.05297 Sparse Thin Ready implementation starting pointJul 1, 2021
- Is Automated Topic Model Evaluation Broken?: The Incoherence of Coherencearxiv-2107.02173 Direct Thin Ready implementation starting pointJul 1, 2021
- The Hubble constant from strongly lensed supernovae with standardizable magnificationsarxiv-2107.12385 Sparse Thin Ready implementation starting pointJul 1, 2021
- High-overtone fits to numerical relativity ringdowns: beyond the dismissed n=8 special tonearxiv-2107.11829 Sparse Thin Ready implementation starting pointJul 1, 2021
- Is Someone Speaking? Exploring Long-term Temporal Features for Audio-visual Active Speaker Detectionarxiv-2107.06592 Sparse Thin Ready implementation starting pointJul 1, 2021
- Long-Short Transformer: Efficient Transformers for Language and Visionarxiv-2107.02192 Sparse Thin Ready implementation starting pointJul 1, 2021
- Mastering Visual Continuous Control: Improved Data-Augmented Reinforcement Learningarxiv-2107.09645 Sparse Thin Ready implementation starting pointJul 1, 2021
- Making Images Real Again: A Comprehensive Survey on Deep Image Compositionarxiv-2106.14490 Sparse Thin Ready implementation starting pointJun 28, 2021
- Making Images Real Again: A Comprehensive Survey on Deep Image Compositiondoi-10.48550_arxiv.2106.14490 Sparse Thin Ready implementation starting pointJun 28, 2021
- Video Swin Transformerarxiv-2106.13230 Sparse Thin Ready implementation starting pointJun 24, 2021
- Advancing Protocol Diversity in Network Security Monitoringarxiv-2106.12454 Sparse Thin Ready implementation starting pointJun 23, 2021
- Revisiting Deep Learning Models for Tabular Datadoi-10.48550_arxiv.2106.11959 Sparse Thin Ready implementation starting pointJun 22, 2021
- Key Points Estimation and Point Instance Segmentation Approach for Lane Detectiondoi-10.1109_tits.2021.3088488 Sparse Thin Ready implementation starting pointJun 18, 2021
- XCiT: Cross-Covariance Image Transformersdoi-10.48550_arxiv.2106.09681 Sparse Thin Ready implementation starting pointJun 17, 2021
- PyGAD: An Intuitive Genetic Algorithm Python Libraryarxiv-2106.06158 Sparse Thin Ready implementation starting pointJun 11, 2021
- ICDAR 2021 Competition on Scientific Literature Parsingarxiv-2106.14616 Direct Thin Ready implementation starting pointJun 8, 2021
- ViViT: Curvature access through the generalized Gauss-Newton's low-rank structurearxiv-2106.02624 Sparse Thin Ready implementation starting pointJun 4, 2021
- ViViT: Curvature access through the generalized Gauss-Newton's low-rank structuredoi-10.48550_arxiv.2106.02624 Sparse Thin Ready implementation starting pointJun 4, 2021
- Steerable Partial Differential Operators for Equivariant Neural Networksarxiv-2106.10163 Sparse Thin Ready implementation starting pointJun 1, 2021
- GANs N' Roses: Stable, Controllable, Diverse Image to Image Translation (works for videos too!)arxiv-2106.06561 Sparse Thin Ready implementation starting pointJun 1, 2021
- New Projections for Dark Matter Searches with Paleo-Detectorsarxiv-2106.06559 Sparse Thin Ready implementation starting pointJun 1, 2021
- Learning from Multiple Noisy Partial Labelersarxiv-2106.04530 Sparse Thin Ready implementation starting pointJun 1, 2021
- Secure Distributed Training at Scalearxiv-2106.11257 Sparse Thin Ready implementation starting pointJun 1, 2021
- Formation Control with Lane Preference for Connected and Automated Vehicles in Multi-lane Scenariosarxiv-2106.11763 Sparse Thin Ready implementation starting pointJun 1, 2021
- Meta-StyleSpeech : Multi-Speaker Adaptive Text-to-Speech Generationarxiv-2106.03153 Sparse Thin Ready implementation starting pointJun 1, 2021
- Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalizationarxiv-2106.06607 Sparse Thin Ready implementation starting pointJun 1, 2021
- Understanding Neural Code Intelligence Through Program Simplificationarxiv-2106.03353 Sparse Thin Ready implementation starting pointJun 1, 2021
- Scaling transition from momentum stochastic gradient descent to plain stochastic gradient descentarxiv-2106.06753 Sparse Thin Ready implementation starting pointJun 1, 2021
- Pseudo-Relevance Feedback for Multiple Representation Dense Retrievalarxiv-2106.11251 Sparse Thin Ready implementation starting pointJun 1, 2021
- Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptationarxiv-2106.04151 Sparse Thin Ready implementation starting pointJun 1, 2021
- Large-scale Unsupervised Semantic Segmentationarxiv-2106.03149 Curated Related Thin Ready implementation starting pointJun 1, 2021
- A decreasing scaling transition scheme from Adam to SGDarxiv-2106.06749 Sparse Thin Ready implementation starting pointJun 1, 2021
- ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Biasarxiv-2106.03348 Sparse Thin Ready implementation starting pointJun 1, 2021
- When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentationsarxiv-2106.01548 Sparse Thin Ready implementation starting pointJun 1, 2021
- Graph Neural Network-Based Anomaly Detection in Multivariate Time Seriesarxiv-2106.06947 Sparse Thin Ready implementation starting pointJun 1, 2021
- Global Context Enhanced Graph Neural Networks for Session-based Recommendationarxiv-2106.05081 Sparse Thin Ready implementation starting pointJun 1, 2021
- Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examplesarxiv-2106.09947 Direct Thin Ready implementation starting pointJun 1, 2021
- FP-Age: Leveraging Face Parsing Attention for Facial Age Estimation in the Wildarxiv-2106.11145 Sparse Thin Ready implementation starting pointJun 1, 2021
- Dilated Convolution based CSI Feedback Compression for Massive MIMO Systemsarxiv-2106.04043 Direct Thin Ready implementation starting pointJun 1, 2021
- Symmetric Spaces for Graph Embeddings: A Finsler-Riemannian Approacharxiv-2106.04941 Sparse Thin Ready implementation starting pointJun 1, 2021
- Augmented Shortcuts for Vision Transformersarxiv-2106.15941 Direct Thin Ready implementation starting pointJun 1, 2021
- Biomedical Interpretable Entity Representationsarxiv-2106.09502 Sparse Thin Ready implementation starting pointJun 1, 2021
- Offline Reinforcement Learning as One Big Sequence Modeling Problemarxiv-2106.02039 Sparse Thin Ready implementation starting pointJun 1, 2021
- Scalars are universal: Equivariant machine learning, structured like classical physicsarxiv-2106.06610 Direct Thin Ready implementation starting pointJun 1, 2021
- Revisiting Contrastive Methods for Unsupervised Learning of Visual Representationsarxiv-2106.05967 Sparse Thin Ready implementation starting pointJun 1, 2021
- XLM-E: Cross-lingual Language Model Pre-training via ELECTRAarxiv-2106.16138 Direct Thin Ready implementation starting pointJun 1, 2021
- DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encodersarxiv-2106.13736 Direct Thin Ready implementation starting pointJun 1, 2021
- Decision Transformer: Reinforcement Learning via Sequence Modelingarxiv-2106.01345 Sparse Thin Ready implementation starting pointJun 1, 2021
- Styleformer: Transformer based Generative Adversarial Networks with Style Vectorarxiv-2106.07023 Sparse Thin Ready implementation starting pointJun 1, 2021
- Distributed Deep Learning in Open Collaborationsarxiv-2106.10207 Sparse Thin Ready implementation starting pointJun 1, 2021
- Entropy Regularized Reinforcement Learning Using Large Deviation Theoryarxiv-2106.03931 Sparse Thin Ready implementation starting pointJun 1, 2021
- Training Graph Neural Networks with 1000 Layersarxiv-2106.07476 Sparse Thin Ready implementation starting pointJun 1, 2021
- DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsificationarxiv-2106.02034 Sparse Thin Ready implementation starting pointJun 1, 2021
- Any equation is a forest: Symbolic genetic algorithm for discovering open-form partial differential equations (SGA-PDE)arxiv-2106.11927 Sparse Thin Ready implementation starting pointJun 1, 2021
- RegionViT: Regional-to-Local Attention for Vision Transformersarxiv-2106.02689 Sparse Thin Ready implementation starting pointJun 1, 2021
- A Simple Fix to Mahalanobis Distance for Improving Near-OOD Detectionarxiv-2106.09022 Direct Thin Ready implementation starting pointJun 1, 2021
- Dynamic Head: Unifying Object Detection Heads with Attentionsarxiv-2106.08322 Sparse Thin Ready implementation starting pointJun 1, 2021
- Question Answering Over Temporal Knowledge Graphsarxiv-2106.01515 Sparse Thin Ready implementation starting pointJun 1, 2021
- BARTScore: Evaluating Generated Text as Text Generationarxiv-2106.11520 Sparse Thin Ready implementation starting pointJun 1, 2021
- Stateful ODE-Nets using Basis Function Expansionsarxiv-2106.10820 Sparse Thin Ready implementation starting pointJun 1, 2021
- QUBO formulations for numerical quantum computingarxiv-2106.10819 Sparse Thin Ready implementation starting pointJun 1, 2021
- Deep Learning for Functional Data Analysis with Adaptive Basis Layersarxiv-2106.10414 Sparse Thin Ready implementation starting pointJun 1, 2021
- NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learningarxiv-2106.01613 Sparse Thin Ready implementation starting pointJun 1, 2021
- Towards Long-Form Video Understandingarxiv-2106.11310 Curated Related Thin Ready implementation starting pointJun 1, 2021
- Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentationarxiv-2106.05210 Sparse Thin Ready implementation starting pointJun 1, 2021
- Tactile Sim-to-Real Policy Transfer via Real-to-Sim Image Translationarxiv-2106.08796 Sparse Thin Ready implementation starting pointJun 1, 2021
- Manifold Matching via Deep Metric Learning for Generative Modelingarxiv-2106.10777 Sparse Thin Ready implementation starting pointJun 1, 2021
- Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecastingarxiv-2106.13008 Sparse Thin Ready implementation starting pointJun 1, 2021
- Memory Augmented Optimizers for Deep Learningarxiv-2106.10708 Sparse Thin Ready implementation starting pointJun 1, 2021
- Deep Learning-based Type Identification of Volumetric MRI Sequencesarxiv-2106.03208 Sparse Thin Ready implementation starting pointJun 1, 2021
- GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audioarxiv-2106.06909 Sparse Thin Ready implementation starting pointJun 1, 2021
- Scalable Bayesian change point detection with spike and slab priorsarxiv-2106.10383 Sparse Thin Ready implementation starting pointJun 1, 2021
- Instrumental Variable Estimation for Compositional Treatmentsarxiv-2106.11234 Sparse Thin Ready implementation starting pointJun 1, 2021
- Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speecharxiv-2106.06103 Sparse Thin Ready implementation starting pointJun 1, 2021
- Practical Large-Scale Linear Programming using Primal-Dual Hybrid Gradientarxiv-2106.04756 Sparse Thin Ready implementation starting pointJun 1, 2021