| Reinforcement Learning-based Placement of Charging Stations in Urban Road Networks | Jun 13, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech | Apr 23, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| Direct Differentiable Augmentation Search | Apr 9, 2021 | AutoMLData Augmentation | CodeCode Available | 1 | 5 |
| EfficientHRNet: Efficient Scaling for Lightweight High-Resolution Multi-Person Pose Estimation | Jul 16, 2020 | 2D Human Pose EstimationMulti-Person Pose Estimation | CodeCode Available | 1 | 5 |
| Fairness Constraints: Mechanisms for Fair Classification | Jul 19, 2015 | ClassificationDecision Making | CodeCode Available | 1 | 5 |
| Disentangled High Quality Salient Object Detection | Aug 8, 2021 | GPUObject | CodeCode Available | 1 | 5 |
| SimNet: Enabling Robust Unknown Object Manipulation from Pure Synthetic Data via Stereo | Jun 30, 2021 | Keypoint DetectionObject | CodeCode Available | 1 | 5 |
| Stutter Diagnosis and Therapy System Based on Deep Learning | Jul 13, 2020 | Deep Learning | CodeCode Available | 1 | 5 |
| Cascading Feature Extraction for Fast Point Cloud Registration | Oct 23, 2021 | Point Cloud Registration | CodeCode Available | 1 | 5 |
| Enjoy Your Editing: Controllable GANs for Image Editing via Latent Space Navigation | Feb 1, 2021 | AttributeImage Manipulation | CodeCode Available | 1 | 5 |
| Balanced Meta-Softmax for Long-Tailed Visual Recognition | Jul 21, 2020 | General ClassificationInstance Segmentation | CodeCode Available | 1 | 5 |
| Understanding jumps in high frequency digital asset markets | Oct 18, 2021 | Vocal Bursts Intensity Prediction | CodeCode Available | 1 | 5 |
| X-FACT: A New Benchmark Dataset for Multilingual Fact Checking | Jun 17, 2021 | Domain GeneralizationFact Checking | CodeCode Available | 1 | 5 |
| WOOD: Wasserstein-based Out-of-Distribution Detection | Dec 13, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Characterizing Structural Regularities of Labeled Data in Overparameterized Models | Feb 8, 2020 | Density EstimationOut-of-Distribution Detection | CodeCode Available | 1 | 5 |
| Interferometric Graph Transform: a Deep Unsupervised Graph Representation | Jun 10, 2020 | Action RecognitionCommunity Detection | CodeCode Available | 1 | 5 |
| InfMLLM: A Unified Framework for Visual-Language Tasks | Nov 12, 2023 | GPUImage Captioning | CodeCode Available | 1 | 5 |
| From Generalized zero-shot learning to long-tail with class descriptors | Apr 5, 2020 | Few-Shot LearningGeneralized Few-Shot Learning | CodeCode Available | 1 | 5 |
| Relational Graph Convolutional Networks: A Closer Look | Jul 21, 2021 | Link PredictionNode Classification | CodeCode Available | 1 | 5 |
| An Efficient Short-Time Discrete Cosine Transform and Attentive MultiResUNet Framework for Music Source Separation | Nov 14, 2022 | Music Source Separation | CodeCode Available | 1 | 5 |
| Linear, or Non-Linear, That is the Question! | Nov 14, 2021 | Collaborative FilteringRecommendation Systems | CodeCode Available | 1 | 5 |
| Generalize a Small Pre-trained Model to Arbitrarily Large TSP Instances | Dec 19, 2020 | Graph SamplingReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| T2Ranking: A large-scale Chinese Benchmark for Passage Ranking | Apr 7, 2023 | Information RetrievalPassage Ranking | CodeCode Available | 1 | 5 |
| RatLesNetv2: A Fully Convolutional Network for Rodent Brain Lesion Segmentation | Jan 24, 2020 | Image SegmentationLesion Segmentation | CodeCode Available | 1 | 5 |
| Canonical Tensor Decomposition for Knowledge Base Completion | Jun 19, 2018 | Dynamic Link PredictionKnowledge Base Completion | CodeCode Available | 1 | 5 |
| Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results | Mar 6, 2017 | Semi-Supervised Image ClassificationSemi-Supervised RGBD Semantic Segmentation | CodeCode Available | 1 | 5 |
| Why Synthetic Control estimators are biased and what to do about it: Introducing Relaxed and Penalized Synthetic Controls | Nov 21, 2021 | | CodeCode Available | 1 | 5 |
| AEI: Actors-Environment Interaction with Adaptive Attention for Temporal Action Proposals Generation | Oct 21, 2021 | Action DetectionTemporal Action Proposal Generation | CodeCode Available | 1 | 5 |
| MAGIC: Detecting Advanced Persistent Threats via Masked Graph Representation Learning | Oct 15, 2023 | Graph Representation LearningOutlier Detection | CodeCode Available | 1 | 5 |
| Discovering and Explaining the Representation Bottleneck of DNNs | Nov 11, 2021 | | CodeCode Available | 1 | 5 |
| Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic Space | Jul 8, 2021 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 | 5 |
| Do Vision Transformers See Like Convolutional Neural Networks? | Aug 19, 2021 | Classificationimage-classification | CodeCode Available | 1 | 5 |
| Parsing Table Structures in the Wild | Sep 6, 2021 | Object Detection | CodeCode Available | 1 | 5 |
| Microphone Array Generalization for Multichannel Narrowband Deep Speech Enhancement | Jul 27, 2021 | Speech Enhancement | CodeCode Available | 1 | 5 |
| Cardea: An Open Automated Machine Learning Framework for Electronic Health Records | Oct 1, 2020 | Automated Feature EngineeringAutoML | CodeCode Available | 1 | 5 |
| Multi-modal Transformer for Video Retrieval | Jul 21, 2020 | Natural Language QueriesRetrieval | CodeCode Available | 1 | 5 |
| Fourier Series Expansion Based Filter Parametrization for Equivariant Convolutions | Jul 30, 2021 | Image Super-ResolutionSuper-Resolution | CodeCode Available | 1 | 5 |
| Drinking from a Firehose: Continual Learning with Web-scale Natural Language | Jul 18, 2020 | Continual Learning | CodeCode Available | 1 | 5 |
| Point2Mask: Point-supervised Panoptic Segmentation via Optimal Transport | Aug 3, 2023 | Image SegmentationPanoptic Segmentation | CodeCode Available | 1 | 5 |
| Speaker Recognition from Raw Waveform with SincNet | Jul 29, 2018 | Speaker IdentificationSpeaker Recognition | CodeCode Available | 1 | 5 |
| Memory-Efficient Hierarchical Neural Architecture Search for Image Restoration | Dec 24, 2020 | DenoisingGPU | CodeCode Available | 1 | 5 |
| Knowledge Graph Reasoning with Relational Digraph | Aug 13, 2021 | Graph Neural Network | CodeCode Available | 1 | 5 |
| Densely Guided Knowledge Distillation using Multiple Teacher Assistants | Sep 18, 2020 | Knowledge DistillationModel Compression | CodeCode Available | 1 | 5 |
| Hypernetwork approach to generating point clouds | Feb 10, 2020 | Generating 3D Point Clouds | CodeCode Available | 1 | 5 |
| BLSP: Bootstrapping Language-Speech Pre-training via Behavior Alignment of Continuation Writing | Sep 2, 2023 | speech-recognitionSpeech Recognition | CodeCode Available | 1 | 5 |
| FNet: Mixing Tokens with Fourier Transforms | May 9, 2021 | Linguistic AcceptabilityMachine Translation | CodeCode Available | 1 | 5 |
| A strong baseline for image and video quality assessment | Nov 13, 2021 | Video Quality Assessment | CodeCode Available | 1 | 5 |
| A Weakly Supervised Consistency-based Learning Method for COVID-19 Segmentation in CT Images | Jul 4, 2020 | | CodeCode Available | 1 | 5 |
| MAVEN: A Massive General Domain Event Detection Dataset | Apr 28, 2020 | BenchmarkingEvent Detection | CodeCode Available | 1 | 5 |
| Looking Outside the Window: Wide-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images | Jun 29, 2021 | Image CroppingSemantic Segmentation | CodeCode Available | 1 | 5 |
