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| A Joint Pixel and Feature Alignment Framework for Cross-dataset Palmprint Recognition | May 25, 2020 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| Advances of Transformer-Based Models for News Headline Generation | Jul 9, 2020 | Headline Generationnamed-entity-recognition | CodeCode Available | 1 |
| Perceiving Music Quality with GANs | Jun 11, 2020 | Audio GenerationAudio Quality Assessment | CodeCode Available | 1 |
| TraND: Transferable Neighborhood Discovery for Unsupervised Cross-domain Gait Recognition | Feb 9, 2021 | Gait Recognition | CodeCode Available | 1 |
| Universal Functional Regression with Neural Operator Flows | Apr 3, 2024 | Gaussian Processesregression | CodeCode Available | 1 |
| Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning | Feb 5, 2021 | Graph EmbeddingModel Compression | CodeCode Available | 1 |
| A Multilingual Evaluation Dataset for Monolingual Word Sense Alignment | May 1, 2020 | | CodeCode Available | 1 |
| Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks | Nov 25, 2021 | AttributeBackdoor Attack | CodeCode Available | 1 |
| A Simple and Efficient Multi-task Network for 3D Object Detection and Road Understanding | Mar 6, 2021 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| Head2Head: Video-based Neural Head Synthesis | May 22, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Optimal Off-Policy Evaluation from Multiple Logging Policies | Oct 21, 2020 | Off-policy evaluation | CodeCode Available | 1 |
| D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos | Nov 15, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies | Jan 6, 2021 | Question AnsweringStrategyQA | CodeCode Available | 1 |
| Exploring Temporal Coherence for More General Video Face Forgery Detection | Aug 15, 2021 | DeepFake Detection | CodeCode Available | 1 |
| Learning to Compose Hypercolumns for Visual Correspondence | Jul 21, 2020 | object-detectionSemantic correspondence | CodeCode Available | 1 |
| V2X-DGPE: Addressing Domain Gaps and Pose Errors for Robust Collaborative 3D Object Detection | Jan 4, 2025 | 3D Object DetectionKnowledge Distillation | CodeCode Available | 1 |
| Implicit Graph Neural Networks | Sep 14, 2020 | Graph Learning | CodeCode Available | 1 |
| Graph Enhanced Contrastive Learning for Radiology Findings Summarization | Apr 1, 2022 | Contrastive Learning | CodeCode Available | 1 |
| SpectralFormer: Rethinking Hyperspectral Image Classification with Transformers | Jul 7, 2021 | ClassificationHyperspectral Image Classification | CodeCode Available | 1 |
| Metaphor Generation with Conceptual Mappings | Jun 2, 2021 | Sentence | CodeCode Available | 1 |
| Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation | Jul 2, 2021 | token-classificationToken Classification | CodeCode Available | 1 |
| Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification | Jan 14, 2021 | ClassificationHyperspectral Image Classification | CodeCode Available | 1 |
| Spot The Bot: A Robust and Efficient Framework for the Evaluation of Conversational Dialogue Systems | Oct 5, 2020 | ChatbotSurvival Analysis | CodeCode Available | 1 |
| SinGAN: Learning a Generative Model from a Single Natural Image | May 2, 2019 | Image GenerationImage Manipulation | CodeCode Available | 1 |
| EQG-RACE: Examination-Type Question Generation | Dec 11, 2020 | Question GenerationQuestion-Generation | CodeCode Available | 1 |
| DominoSearch: Find layer-wise fine-grained N:M sparse schemes from dense neural networks | Dec 1, 2021 | Network Pruning | CodeCode Available | 1 |
| 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 |
| 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 |
| Human Detection and Segmentation via Multi-view Consensus | Dec 9, 2020 | Human Detectionregression | CodeCode Available | 1 |
| Improving Transformer Optimization Through Better Initialization | Jan 1, 2020 | DecoderLanguage Modeling | CodeCode Available | 1 |
| MixMatch: A Holistic Approach to Semi-Supervised Learning | May 6, 2019 | Image ClassificationSemi-Supervised Image Classification | CodeCode Available | 1 |
| Chemical-Reaction-Aware Molecule Representation Learning | Sep 21, 2021 | Chemical Reaction PredictionProperty Prediction | CodeCode Available | 1 |
| Neural Tangent Kernel: Convergence and Generalization in Neural Networks | Jun 20, 2018 | Gaussian Processes | CodeCode Available | 1 |
| Transferable Unlearnable Examples | Oct 18, 2022 | | CodeCode Available | 1 |
| CODE: Contrastive Pre-training with Adversarial Fine-tuning for Zero-shot Expert Linking | Dec 14, 2020 | Active LearningContrastive Learning | CodeCode Available | 1 |
| Region Similarity Representation Learning | Mar 24, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
| Learning Differential Equations that are Easy to Solve | Jul 9, 2020 | Density EstimationTime Series | CodeCode Available | 1 |
| Semantic Distribution-aware Contrastive Adaptation for Semantic Segmentation | May 11, 2021 | Self-Supervised LearningSemantic Segmentation | CodeCode Available | 1 |
| Voice Conversion Using Speech-to-Speech Neuro-Style Transfer | Oct 25, 2020 | Generative Adversarial NetworkStyle Transfer | CodeCode Available | 1 |
| Causal Rule Ensemble: Interpretable Discovery and Inference of Heterogeneous Treatment Effects | Sep 18, 2020 | Causal InferenceEpidemiology | CodeCode Available | 1 |
| Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks | Aug 11, 2020 | Data PoisoningEnsemble Learning | CodeCode Available | 1 |
| Semi-supervised Relation Extraction via Incremental Meta Self-Training | Oct 6, 2020 | Meta-LearningPseudo Label | CodeCode Available | 1 |
| Best practices for constructing, preparing, and evaluating protein-ligand binding affinity benchmarks | May 13, 2021 | BenchmarkingDrug Discovery | CodeCode Available | 1 |
| On the uncertainty of self-supervised monocular depth estimation | May 13, 2020 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
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| Dual Path Learning for Domain Adaptation of Semantic Segmentation | Aug 13, 2021 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| Contingency-Aware Influence Maximization: A Reinforcement Learning Approach | Jun 13, 2021 | Combinatorial Optimizationreinforcement-learning | CodeCode Available | 1 |