| Implicit Graph Neural Networks | Sep 14, 2020 | Graph Learning | CodeCode Available | 1 | 5 |
| Graph Enhanced Contrastive Learning for Radiology Findings Summarization | Apr 1, 2022 | Contrastive Learning | CodeCode Available | 1 | 5 |
| SpectralFormer: Rethinking Hyperspectral Image Classification with Transformers | Jul 7, 2021 | ClassificationHyperspectral Image Classification | CodeCode Available | 1 | 5 |
| Metaphor Generation with Conceptual Mappings | Jun 2, 2021 | Sentence | CodeCode Available | 1 | 5 |
| Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation | Jul 2, 2021 | token-classificationToken Classification | CodeCode Available | 1 | 5 |
| Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification | Jan 14, 2021 | ClassificationHyperspectral Image Classification | CodeCode Available | 1 | 5 |
| Spot The Bot: A Robust and Efficient Framework for the Evaluation of Conversational Dialogue Systems | Oct 5, 2020 | ChatbotSurvival Analysis | CodeCode Available | 1 | 5 |
| SinGAN: Learning a Generative Model from a Single Natural Image | May 2, 2019 | Image GenerationImage Manipulation | CodeCode Available | 1 | 5 |
| EQG-RACE: Examination-Type Question Generation | Dec 11, 2020 | Question GenerationQuestion-Generation | CodeCode Available | 1 | 5 |
| DominoSearch: Find layer-wise fine-grained N:M sparse schemes from dense neural networks | Dec 1, 2021 | Network Pruning | CodeCode Available | 1 | 5 |
| Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neural Networks with Attention over Modules | Jun 30, 2020 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| A Survey on Deep Learning for Localization and Mapping: Towards the Age of Spatial Machine Intelligence | Jun 22, 2020 | Deep LearningScene Understanding | CodeCode Available | 1 | 5 |
| Human Detection and Segmentation via Multi-view Consensus | Dec 9, 2020 | Human Detectionregression | CodeCode Available | 1 | 5 |
| Improving Transformer Optimization Through Better Initialization | Jan 1, 2020 | DecoderLanguage Modeling | CodeCode Available | 1 | 5 |
| MixMatch: A Holistic Approach to Semi-Supervised Learning | May 6, 2019 | Image ClassificationSemi-Supervised Image Classification | CodeCode Available | 1 | 5 |
| Chemical-Reaction-Aware Molecule Representation Learning | Sep 21, 2021 | Chemical Reaction PredictionProperty Prediction | CodeCode Available | 1 | 5 |
| Neural Tangent Kernel: Convergence and Generalization in Neural Networks | Jun 20, 2018 | Gaussian Processes | CodeCode Available | 1 | 5 |
| Transferable Unlearnable Examples | Oct 18, 2022 | | CodeCode Available | 1 | 5 |
| CODE: Contrastive Pre-training with Adversarial Fine-tuning for Zero-shot Expert Linking | Dec 14, 2020 | Active LearningContrastive Learning | CodeCode Available | 1 | 5 |
| Region Similarity Representation Learning | Mar 24, 2021 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| Learning Differential Equations that are Easy to Solve | Jul 9, 2020 | Density EstimationTime Series | CodeCode Available | 1 | 5 |
| Semantic Distribution-aware Contrastive Adaptation for Semantic Segmentation | May 11, 2021 | Self-Supervised LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| Voice Conversion Using Speech-to-Speech Neuro-Style Transfer | Oct 25, 2020 | Generative Adversarial NetworkStyle Transfer | CodeCode Available | 1 | 5 |
| Causal Rule Ensemble: Interpretable Discovery and Inference of Heterogeneous Treatment Effects | Sep 18, 2020 | Causal InferenceEpidemiology | CodeCode Available | 1 | 5 |
| Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks | Aug 11, 2020 | Data PoisoningEnsemble Learning | CodeCode Available | 1 | 5 |
| Semi-supervised Relation Extraction via Incremental Meta Self-Training | Oct 6, 2020 | Meta-LearningPseudo Label | CodeCode Available | 1 | 5 |
| Best practices for constructing, preparing, and evaluating protein-ligand binding affinity benchmarks | May 13, 2021 | BenchmarkingDrug Discovery | CodeCode Available | 1 | 5 |
| On the uncertainty of self-supervised monocular depth estimation | May 13, 2020 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 | 5 |
| Autonomous UAV Exploration of Dynamic Environments via Incremental Sampling and Probabilistic Roadmap | Oct 14, 2020 | Safe Exploration | CodeCode Available | 1 | 5 |
| Hyperspectral Pansharpening Based on Improved Deep Image Prior and Residual Reconstruction | Jul 6, 2021 | Image Super-ResolutionPansharpening | CodeCode Available | 1 | 5 |
| Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite Imagery | Sep 1, 2022 | Domain AdaptationLand Cover Classification | CodeCode Available | 1 | 5 |
| Dual Path Learning for Domain Adaptation of Semantic Segmentation | Aug 13, 2021 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 | 5 |
| Contingency-Aware Influence Maximization: A Reinforcement Learning Approach | Jun 13, 2021 | Combinatorial Optimizationreinforcement-learning | CodeCode Available | 1 | 5 |
| MaskNet: A Fully-Convolutional Network to Estimate Inlier Points | Oct 19, 2020 | Point Cloud Registration | CodeCode Available | 1 | 5 |
| PSSNet: Planarity-sensible Semantic Segmentation of Large-scale Urban Meshes | Feb 7, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs | Oct 26, 2021 | Knowledge Graph EmbeddingKnowledge Graphs | CodeCode Available | 1 | 5 |
| A Matlab Toolbox for Feature Importance Ranking | Mar 10, 2020 | Feature Importancefeature selection | CodeCode Available | 1 | 5 |
| CM-NAS: Cross-Modality Neural Architecture Search for Visible-Infrared Person Re-Identification | Jan 21, 2021 | Neural Architecture SearchPerson Re-Identification | CodeCode Available | 1 | 5 |
| HUI-Audio-Corpus-German: A high quality TTS dataset | Jun 11, 2021 | Text Normalizationtext-to-speech | CodeCode Available | 1 | 5 |
| Geometric Deep Learning for Structure-Based Drug Design: A Survey | Jun 20, 2023 | BenchmarkingDeep Learning | CodeCode Available | 1 | 5 |
| SELD-TCN: Sound Event Localization & Detection via Temporal Convolutional Networks | Mar 3, 2020 | Acoustic Scene ClassificationGPU | CodeCode Available | 1 | 5 |
| Dog nose print matching with dual global descriptor based on Contrastive Learning | Jun 1, 2022 | Contrastive Learning | CodeCode Available | 1 | 5 |
| Meta-learning curiosity algorithms | Mar 11, 2020 | AcrobotMeta-Learning | CodeCode Available | 1 | 5 |
| On LLM-Enhanced Mixed-Type Data Imputation with High-Order Message Passing | Jan 4, 2025 | ChunkingImputation | CodeCode Available | 1 | 5 |
| LPFormer: An Adaptive Graph Transformer for Link Prediction | Oct 17, 2023 | Inductive BiasLink Prediction | CodeCode Available | 1 | 5 |
| View-GCN: View-Based Graph Convolutional Network for 3D Shape Analysis | Jun 1, 2020 | 3D Shape Classification3D Shape Recognition | CodeCode Available | 1 | 5 |
| Controllable Multi-Interest Framework for Recommendation | May 19, 2020 | DiversityRecommendation Systems | CodeCode Available | 1 | 5 |
| AWSnet: An Auto-weighted Supervision Attention Network for Myocardial Scar and Edema Segmentation in Multi-sequence Cardiac Magnetic Resonance Images | Jan 14, 2022 | Segmentation | CodeCode Available | 1 | 5 |
| OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection | Mar 8, 2021 | GPUNeural Architecture Search | CodeCode Available | 1 | 5 |
| Unaligned Image-to-Image Translation by Learning to Reweight | Sep 24, 2021 | Image-to-Image TranslationTranslation | CodeCode Available | 1 | 5 |
