| WinoGrande: An Adversarial Winograd Schema Challenge at Scale | Jul 24, 2019 | Common Sense ReasoningCoreference Resolution | CodeCode Available | 1 | 5 |
| Epistemic Neural Networks | Jul 19, 2021 | | CodeCode Available | 1 | 5 |
| Towards Building an End-to-End Multilingual Automatic Lyrics Transcription Model | Jun 25, 2024 | Automatic Lyrics TranscriptionAutomatic Speech Recognition | CodeCode Available | 1 | 5 |
| Steerable discovery of neural audio effects | Dec 6, 2021 | Deep Learning | CodeCode Available | 1 | 5 |
| FR-Train: A Mutual Information-Based Approach to Fair and Robust Training | Feb 24, 2020 | Data PoisoningFairness | CodeCode Available | 1 | 5 |
| A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and Reports | Sep 3, 2020 | Image-text RetrievalMedical Visual Question Answering | CodeCode Available | 1 | 5 |
| SiamMOT: Siamese Multi-Object Tracking | May 25, 2021 | GPUMulti-Object Tracking | CodeCode Available | 1 | 5 |
| Learning Data Manipulation for Augmentation and Weighting | Oct 28, 2019 | Data AugmentationReinforcement Learning | CodeCode Available | 1 | 5 |
| ACM-CR: A Manually Annotated Test Collection for Citation Recommendation | Aug 17, 2021 | Citation Recommendation | CodeCode Available | 1 | 5 |
| Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams | Sep 2, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Learning to Retrieve Entity-Aware Knowledge and Generate Responses with Copy Mechanism for Task-Oriented Dialogue Systems | Dec 22, 2020 | Response GenerationTask-Oriented Dialogue Systems | CodeCode Available | 1 | 5 |
| Achieving robustness in classification using optimal transport with hinge regularization | Jun 11, 2020 | Adversarial RobustnessBinary Classification | CodeCode Available | 1 | 5 |
| Cross-Domain Label-Adaptive Stance Detection | Apr 15, 2021 | Domain AdaptationMixture-of-Experts | CodeCode Available | 1 | 5 |
| Learning from Suboptimal Demonstration via Self-Supervised Reward Regression | Oct 17, 2020 | regression | CodeCode Available | 1 | 5 |
| RepNAS: Searching for Efficient Re-parameterizing Blocks | Sep 8, 2021 | Neural Architecture Search | CodeCode Available | 1 | 5 |
| Improving Inductive Link Prediction Using Hyper-Relational Facts | Jul 10, 2021 | Inductive Link PredictionKnowledge Graphs | CodeCode Available | 1 | 5 |
| C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation | Mar 30, 2023 | Domain AdaptationMemorization | CodeCode Available | 1 | 5 |
| Interpretable, Multidimensional, Multimodal Anomaly Detection with Negative Sampling for Detection of Device Failure | Jul 12, 2020 | Anomaly DetectionAttribute | CodeCode Available | 1 | 5 |
| Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually) | Oct 11, 2020 | Binary ClassificationDiagnostic | CodeCode Available | 1 | 5 |
| Virtual Multi-view Fusion for 3D Semantic Segmentation | Jul 26, 2020 | 2D Semantic Segmentation3D Semantic Segmentation | CodeCode Available | 1 | 5 |
| RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems | Mar 14, 2021 | counterfactualProbabilistic Programming | CodeCode Available | 1 | 5 |
| FastPitch: Parallel Text-to-speech with Pitch Prediction | Jun 11, 2020 | Predictiontext-to-speech | CodeCode Available | 1 | 5 |
| ManiGAN: Text-Guided Image Manipulation | Dec 12, 2019 | Generative Adversarial NetworkImage Manipulation | CodeCode Available | 1 | 5 |
| Self-supervised Semantic Segmentation: Consistency over Transformation | Aug 31, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification | May 23, 2023 | Audio ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Generalizable Model-agnostic Semantic Segmentation via Target-specific Normalization | Mar 27, 2020 | Domain GeneralizationSegmentation | CodeCode Available | 1 | 5 |
| You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network | Jun 30, 2020 | DisentanglementImage Dehazing | CodeCode Available | 1 | 5 |
| Efficient Decompositional Rule Extraction for Deep Neural Networks | Nov 24, 2021 | Prognosis | CodeCode Available | 1 | 5 |
| Deep Learning modeling of Limit Order Book: a comparative perspective | Jul 12, 2020 | Deep Learning | CodeCode Available | 1 | 5 |
| Learning to Search with MCTSnets | Feb 13, 2018 | Sokoban | CodeCode Available | 1 | 5 |
| Faster than FAST: GPU-Accelerated Frontend for High-Speed VIO | Mar 30, 2020 | CPUfeature selection | CodeCode Available | 1 | 5 |
| Ambient Sound Helps: Audiovisual Crowd Counting in Extreme Conditions | May 14, 2020 | Crowd Counting | CodeCode Available | 1 | 5 |
| Multigraph Message Passing with Bi-Directional Multi-Edge Aggregations | Nov 29, 2024 | Graph Learning | CodeCode Available | 1 | 5 |
| CharacterGAN: Few-Shot Keypoint Character Animation and Reposing | Feb 5, 2021 | | CodeCode Available | 1 | 5 |
| AdaFuse: Adaptive Multiview Fusion for Accurate Human Pose Estimation in the Wild | Oct 26, 2020 | 3D Human Pose EstimationPose Estimation | CodeCode Available | 1 | 5 |
| Lexicon Learning for Few-Shot Neural Sequence Modeling | Jun 7, 2021 | Instruction FollowingMachine Translation | CodeCode Available | 1 | 5 |
| Real-time Relevant Recommendation Suggestion | Mar 8, 2021 | Mixture-of-ExpertsRecommendation Systems | CodeCode Available | 1 | 5 |
| ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment | Sep 13, 2021 | Face Alignment | CodeCode Available | 1 | 5 |
| Large Batch Experience Replay | Oct 4, 2021 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Discrete Point Flow Networks for Efficient Point Cloud Generation | Jul 20, 2020 | 3D Shape RepresentationPoint Cloud Generation | CodeCode Available | 1 | 5 |
| An Overview of Deep Learning Architectures in Few-Shot Learning Domain | Aug 12, 2020 | Deep LearningFew-Shot Learning | CodeCode Available | 1 | 5 |
| The Transformer Network for the Traveling Salesman Problem | Mar 4, 2021 | Traveling Salesman Problem | CodeCode Available | 1 | 5 |
| DualDICE: Behavior-Agnostic Estimation of Discounted Stationary Distribution Corrections | Jun 10, 2019 | Reinforcement Learning | CodeCode Available | 1 | 5 |
| Accuracy on the Line: On the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization | Jul 9, 2021 | ClassificationDomain Adaptation | CodeCode Available | 1 | 5 |
| Learning to Generate Wasserstein Barycenters | Feb 24, 2021 | GPU | CodeCode Available | 1 | 5 |
| Consistent Collaborative Filtering via Tensor Decomposition | Jan 28, 2022 | Collaborative FilteringRecommendation Systems | CodeCode Available | 1 | 5 |
| TetraTSDF: 3D human reconstruction from a single image with a tetrahedral outer shell | Apr 22, 2020 | 3D Human Reconstructionregression | CodeCode Available | 1 | 5 |
| Learning Predictive Representations for Deformable Objects Using Contrastive Estimation | Mar 11, 2020 | Deformable Object Manipulation | CodeCode Available | 1 | 5 |
| Kernel methods library for pattern analysis and machine learning in python | May 27, 2020 | BIG-bench Machine LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Multi-Head ReLU Implicit Neural Representation Networks | Oct 7, 2021 | | CodeCode Available | 1 | 5 |
