| BoostTree and BoostForest for Ensemble Learning | Mar 21, 2020 | DiversityEnsemble Learning | CodeCode Available | 1 | 5 |
| Evaluating Models' Local Decision Boundaries via Contrast Sets | Apr 6, 2020 | Reading ComprehensionSentiment Analysis | CodeCode Available | 1 | 5 |
| Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space | Aug 19, 2020 | Binary ClassificationDecision Making | CodeCode Available | 1 | 5 |
| Marginalizable Density Models | Jun 8, 2021 | Density EstimationImputation | CodeCode Available | 1 | 5 |
| OCAtari: Object-Centric Atari 2600 Reinforcement Learning Environments | Jun 14, 2023 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Improving Spoken Language Modeling with Phoneme Classification: A Simple Fine-tuning Approach | Sep 16, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| SPARE3D: A Dataset for SPAtial REasoning on Three-View Line Drawings | Mar 31, 2020 | Spatial Reasoning | CodeCode Available | 1 | 5 |
| Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning | Feb 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Breaking NLI Systems with Sentences that Require Simple Lexical Inferences | May 6, 2018 | World Knowledge | CodeCode Available | 1 | 5 |
| Addressing the Topological Defects of Disentanglement via Distributed Operators | Feb 10, 2021 | Disentanglement | CodeCode Available | 1 | 5 |
| Towards Standardising Reinforcement Learning Approaches for Production Scheduling Problems | Apr 16, 2021 | Benchmarkingreinforcement-learning | CodeCode Available | 1 | 5 |
| XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation | Apr 15, 2021 | Cross-Lingual TransferDiagnostic | CodeCode Available | 1 | 5 |
| Active Learning for Coreference Resolution using Discrete Annotation | Apr 28, 2020 | Active LearningClustering | CodeCode Available | 1 | 5 |
| Contrastive Learning from Spatio-Temporal Mixed Skeleton Sequences for Self-Supervised Skeleton-Based Action Recognition | Jul 7, 2022 | Action RecognitionContrastive Learning | CodeCode Available | 1 | 5 |
| Persona Authentication through Generative Dialogue | Oct 25, 2021 | | CodeCode Available | 1 | 5 |
| Stabilizing Backpropagation Through Time to Learn Complex Physics | May 3, 2024 | | CodeCode Available | 1 | 5 |
| Few-Shot Open-Set Recognition using Meta-Learning | May 27, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Contextual Parameter Generation for Knowledge Graph Link Prediction | Apr 3, 2020 | Entity EmbeddingsLink Prediction | CodeCode Available | 1 | 5 |
| TFGAN: Time and Frequency Domain Based Generative Adversarial Network for High-fidelity Speech Synthesis | Nov 24, 2020 | Generative Adversarial NetworkSpeech Synthesis | CodeCode Available | 1 | 5 |
| Deep Tensor CCA for Multi-view Learning | May 25, 2020 | MULTI-VIEW LEARNINGTensor Decomposition | CodeCode Available | 1 | 5 |
| A Simple and Effective Model-Based Variable Importance Measure | May 12, 2018 | | CodeCode Available | 1 | 5 |
| fugashi, a Tool for Tokenizing Japanese in Python | Oct 14, 2020 | Multilingual NLP | CodeCode Available | 1 | 5 |
| Multimodal Fusion with BERT and Attention Mechanism for Fake News Detection | Apr 23, 2021 | Fake News Detection | CodeCode Available | 1 | 5 |
| Images as Weight Matrices: Sequential Image Generation Through Synaptic Learning Rules | Oct 7, 2022 | DenoisingImage Generation | CodeCode Available | 1 | 5 |
| Contrastive Reinforcement Learning of Symbolic Reasoning Domains | Jun 16, 2021 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 | 5 |
| Discovering Autoregressive Orderings with Variational Inference | Jan 1, 2021 | Code GenerationImage Captioning | CodeCode Available | 1 | 5 |
| Vision Transformer with Progressive Sampling | Aug 3, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Code Generation from Natural Language with Less Prior Knowledge and More Monolingual Data | Aug 1, 2021 | Code GenerationInductive Bias | CodeCode Available | 1 | 5 |
| Continual Learning with Gated Incremental Memories for sequential data processing | Apr 8, 2020 | Continual LearningReinforcement Learning | CodeCode Available | 1 | 5 |
| Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans | Sep 10, 2020 | GPUImage Segmentation | CodeCode Available | 1 | 5 |
| 3D Human Action Representation Learning via Cross-View Consistency Pursuit | Apr 29, 2021 | Action RecognitionContrastive Learning | CodeCode Available | 1 | 5 |
| Dirichlet Graph Variational Autoencoder | Oct 9, 2020 | ClusteringGraph Clustering | CodeCode Available | 1 | 5 |
| LayoutVAE: Stochastic Scene Layout Generation From a Label Set | Jul 24, 2019 | Layout GenerationScene Generation | CodeCode Available | 1 | 5 |
| OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction | Oct 7, 2020 | Open Information Extraction | CodeCode Available | 1 | 5 |
| A Joint Pixel and Feature Alignment Framework for Cross-dataset Palmprint Recognition | May 25, 2020 | Data AugmentationDomain Adaptation | CodeCode Available | 1 | 5 |
| Advances of Transformer-Based Models for News Headline Generation | Jul 9, 2020 | Headline Generationnamed-entity-recognition | CodeCode Available | 1 | 5 |
| Perceiving Music Quality with GANs | Jun 11, 2020 | Audio GenerationAudio Quality Assessment | CodeCode Available | 1 | 5 |
| TraND: Transferable Neighborhood Discovery for Unsupervised Cross-domain Gait Recognition | Feb 9, 2021 | Gait Recognition | CodeCode Available | 1 | 5 |
| Universal Functional Regression with Neural Operator Flows | Apr 3, 2024 | Gaussian Processesregression | CodeCode Available | 1 | 5 |
| Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning | Feb 5, 2021 | Graph EmbeddingModel Compression | CodeCode Available | 1 | 5 |
| A Multilingual Evaluation Dataset for Monolingual Word Sense Alignment | May 1, 2020 | | CodeCode Available | 1 | 5 |
| Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks | Nov 25, 2021 | AttributeBackdoor Attack | CodeCode Available | 1 | 5 |
| A Simple and Efficient Multi-task Network for 3D Object Detection and Road Understanding | Mar 6, 2021 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 | 5 |
| Head2Head: Video-based Neural Head Synthesis | May 22, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Optimal Off-Policy Evaluation from Multiple Logging Policies | Oct 21, 2020 | Off-policy evaluation | CodeCode Available | 1 | 5 |
| D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos | Nov 15, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies | Jan 6, 2021 | Question AnsweringStrategyQA | CodeCode Available | 1 | 5 |
| Exploring Temporal Coherence for More General Video Face Forgery Detection | Aug 15, 2021 | DeepFake Detection | CodeCode Available | 1 | 5 |
| Learning to Compose Hypercolumns for Visual Correspondence | Jul 21, 2020 | object-detectionSemantic correspondence | CodeCode Available | 1 | 5 |
| V2X-DGPE: Addressing Domain Gaps and Pose Errors for Robust Collaborative 3D Object Detection | Jan 4, 2025 | 3D Object DetectionKnowledge Distillation | CodeCode Available | 1 | 5 |
