| A Broader Study of Cross-Domain Few-Shot Learning | Dec 16, 2019 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 |
| Learning Complex Dexterous Manipulation with Deep Reinforcement Learning and Demonstrations | Sep 28, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| XProtoNet: Diagnosis in Chest Radiography with Global and Local Explanations | Mar 19, 2021 | Diagnostic | CodeCode Available | 1 |
| Monocular Quasi-Dense 3D Object Tracking | Mar 12, 2021 | 3D Object TrackingAutonomous Driving | CodeCode Available | 1 |
| Modeling Indirect Illumination for Inverse Rendering | Apr 14, 2022 | Inverse Rendering | CodeCode Available | 1 |
| LAKe-Net: Topology-Aware Point Cloud Completion by Localizing Aligned Keypoints | Mar 31, 2022 | Point Cloud Completion | CodeCode Available | 1 |
| BaseBoostDepth: Exploiting Larger Baselines For Self-supervised Monocular Depth Estimation | Jul 29, 2024 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| Multimodality-guided Image Style Transfer using Cross-modal GAN Inversion | Dec 4, 2023 | Style Transfer | CodeCode Available | 1 |
| Why Do Neural Language Models Still Need Commonsense Knowledge to Handle Semantic Variations in Question Answering? | Sep 1, 2022 | DiagnosticQuestion Answering | CodeCode Available | 1 |
| Tensor Processing Primitives: A Programming Abstraction for Efficiency and Portability in Deep Learning & HPC Workloads | Apr 12, 2021 | | CodeCode Available | 1 |
| TabMixer: advancing tabular data analysis with an enhanced MLP-mixer approach | Feb 21, 2025 | Computational EfficiencyDeep Learning | CodeCode Available | 1 |
| Online Semi-Supervised Learning of Composite Event Rules by Combining Structure and Mass-Based Predicate Similarity | Dec 15, 2023 | Activity Recognitionfeature selection | CodeCode Available | 1 |
| Camera-Based HRV Prediction for Remote Learning Environments | May 7, 2023 | Computational EfficiencyHeart Rate Variability | CodeCode Available | 1 |
| Global Counterfactual Explanations: Investigations, Implementations and Improvements | Apr 14, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| Co^2L: Contrastive Continual Learning | Jun 28, 2021 | Continual LearningContrastive Learning | CodeCode Available | 1 |
| Differentiable Particle Filters through Conditional Normalizing Flow | Jul 1, 2021 | Visual Tracking | CodeCode Available | 1 |
| T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition | Apr 23, 2021 | Domain AdaptationMulti-Task Learning | CodeCode Available | 1 |
| Federated Unlearning: How to Efficiently Erase a Client in FL? | Jul 12, 2022 | Federated Learning | CodeCode Available | 1 |
| CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior | May 27, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| MMTL-UniAD: A Unified Framework for Multimodal and Multi-Task Learning in Assistive Driving Perception | Apr 3, 2025 | Multi-Task LearningTransfer Learning | CodeCode Available | 1 |
| Small-scale proxies for large-scale Transformer training instabilities | Sep 25, 2023 | | CodeCode Available | 1 |
| HDCC: A Hyperdimensional Computing compiler for classification on embedded systems and high-performance computing | Apr 24, 2023 | C++ codeDescriptive | CodeCode Available | 1 |
| FastSVC: Fast Cross-Domain Singing Voice Conversion with Feature-wise Linear Modulation | Nov 11, 2020 | Voice Conversion | CodeCode Available | 1 |
| Rethinking Class Relations: Absolute-relative Supervised and Unsupervised Few-shot Learning | Jan 12, 2020 | Few-Shot LearningRelation | CodeCode Available | 1 |
| HintsOfTruth: A Multimodal Checkworthiness Detection Dataset with Real and Synthetic Claims | Feb 17, 2025 | BenchmarkingFact Checking | CodeCode Available | 1 |
| Gated Path Planning Networks | Jun 17, 2018 | Sensitivity | CodeCode Available | 1 |
| Split Learning for collaborative deep learning in healthcare | Dec 27, 2019 | Binary ClassificationDeep Learning | CodeCode Available | 1 |
| CT2: Colorization Transformer via Color Tokens | Oct 23, 2022 | ColorizationImage Colorization | CodeCode Available | 1 |
| Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and Mining | Mar 25, 2024 | Cross-Modal RetrievalCross-modal retrieval with noisy correspondence | CodeCode Available | 1 |
| MultiFiT: Efficient Multi-lingual Language Model Fine-tuning | Sep 10, 2019 | Cross-Lingual Document ClassificationDocument Classification | CodeCode Available | 1 |
| Human Evaluation and Correlation with Automatic Metrics in Consultation Note Generation | Apr 1, 2022 | | CodeCode Available | 1 |
| ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile Devices | Mar 17, 2023 | Neural Architecture Search | CodeCode Available | 1 |
| A Unified Arbitrary Style Transfer Framework via Adaptive Contrastive Learning | Mar 9, 2023 | Contrastive LearningRepresentation Learning | CodeCode Available | 1 |
| Chart-to-Text: A Large-Scale Benchmark for Chart Summarization | Mar 12, 2022 | Data-to-Text GenerationImage Captioning | CodeCode Available | 1 |
| LEDITS++: Limitless Image Editing using Text-to-Image Models | Nov 28, 2023 | Image Manipulation | CodeCode Available | 1 |
| Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement | Sep 29, 2024 | Machine Unlearning | CodeCode Available | 1 |
| A Decoupled Multi-Task Network for Shadow Removal | Mar 3, 2023 | Image ReconstructionImage Shadow Removal | CodeCode Available | 1 |
| MotionLM: Multi-Agent Motion Forecasting as Language Modeling | Sep 28, 2023 | Autonomous VehiclesLanguage Modeling | CodeCode Available | 1 |
| High Performance on Atari Games Using Perceptual Control Architecture Without Training | Oct 8, 2022 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Revisiting and Exploring Efficient Fast Adversarial Training via LAW: Lipschitz Regularization and Auto Weight Averaging | Aug 22, 2023 | Adversarial RobustnessData Augmentation | CodeCode Available | 1 |
| Counterfactual Multi-Agent Policy Gradients | May 24, 2017 | Autonomous Vehiclescounterfactual | CodeCode Available | 1 |
| VitalDB | Jun 8, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Open Materials 2024 (OMat24) Inorganic Materials Dataset and Models | Oct 16, 2024 | Denoising | CodeCode Available | 1 |
| Deep Gaussian Process-based Multi-fidelity Bayesian Optimization for Simulated Chemical Reactors | Oct 31, 2022 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| BeBold: Exploration Beyond the Boundary of Explored Regions | Dec 15, 2020 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 1 |
| ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model | Jul 10, 2020 | Retinal Vessel SegmentationSegmentation | CodeCode Available | 1 |
| Learning Invariant Representations with a Nonparametric Nadaraya-Watson Head | Sep 23, 2023 | Domain Generalization | CodeCode Available | 1 |
| Neural Galerkin Schemes with Active Learning for High-Dimensional Evolution Equations | Mar 2, 2022 | Active LearningVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Neuro-symbolic computing with spiking neural networks | Aug 4, 2022 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 |
| MFAN: Multi-modal Feature-enhanced Attention Networks for Rumor Detection | Jul 26, 2022 | | CodeCode Available | 1 |