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| Charting the Right Manifold: Manifold Mixup for Few-shot Learning | Jul 28, 2019 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIP | Dec 16, 2024 | Few-Shot Learning | CodeCode Available | 1 |
| Flexible and Adaptable Summarization via Expertise Separation | Jun 8, 2024 | | CodeCode Available | 1 |
| Fusion is Not Enough: Single Modal Attacks on Fusion Models for 3D Object Detection | Apr 28, 2023 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| An Empirical Study of Personalized Federated Learning | Jun 27, 2022 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 1 |
| Spotting Macro- and Micro-expression Intervals in Long Video Sequences | Dec 18, 2019 | Micro-Expression SpottingOptical Flow Estimation | CodeCode Available | 1 |
| GIST: Improving Parameter Efficient Fine Tuning via Knowledge Interaction | Dec 12, 2023 | parameter-efficient fine-tuning | CodeCode Available | 1 |
| Person in Place: Generating Associative Skeleton-Guidance Maps for Human-Object Interaction Image Editing | Jan 1, 2024 | Human-Object Interaction DetectionObject | CodeCode Available | 1 |
| MASA-TCN: Multi-anchor Space-aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion Recognition | Aug 30, 2023 | ClassificationEEG | CodeCode Available | 1 |
| Understanding Deep Networks via Extremal Perturbations and Smooth Masks | Oct 18, 2019 | Interpretable Machine Learning | CodeCode Available | 1 |
| ReAct: Temporal Action Detection with Relational Queries | Jul 14, 2022 | Action ClassificationAction Detection | CodeCode Available | 1 |
| A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability | Mar 12, 2023 | Code GenerationLanguage Modeling | CodeCode Available | 1 |
| Sharp-NeRF: Grid-based Fast Deblurring Neural Radiance Fields Using Sharpness Prior | Jan 1, 2024 | DeblurringNeRF | CodeCode Available | 1 |
| Unlabeled Imperfect Demonstrations in Adversarial Imitation Learning | Feb 13, 2023 | Imitation LearningMuJoCo | CodeCode Available | 1 |
| PCGS: Progressive Compression of 3D Gaussian Splatting | Mar 11, 2025 | 3DGSNovel View Synthesis | CodeCode Available | 1 |
| SNP2Vec: Scalable Self-Supervised Pre-Training for Genome-Wide Association Study | Apr 14, 2022 | Genome Understanding | CodeCode Available | 1 |
| Semi-supervised semantic segmentation needs strong, varied perturbations | Jun 5, 2019 | General ClassificationSegmentation | CodeCode Available | 1 |
| Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion? | Nov 30, 2023 | | CodeCode Available | 1 |
| Contrastive Learning for Unpaired Image-to-Image Translation | Jul 30, 2020 | Contrastive LearningImage Generation | CodeCode Available | 1 |
| Speech2Lip: High-fidelity Speech to Lip Generation by Learning from a Short Video | Sep 9, 2023 | Image Generation | CodeCode Available | 1 |
| Weakly- and Semi-Supervised Panoptic Segmentation | Aug 10, 2018 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| Label-Efficient Learning in Agriculture: A Comprehensive Review | May 24, 2023 | Active LearningPlant Phenotyping | CodeCode Available | 1 |
| Reducing Bias in Modeling Real-world Password Strength via Deep Learning and Dynamic Dictionaries | Oct 23, 2020 | Security Studies | CodeCode Available | 1 |
| HO-FMN: Hyperparameter Optimization for Fast Minimum-Norm Attacks | Jul 11, 2024 | Adversarial RobustnessHyperparameter Optimization | CodeCode Available | 1 |
| Translation between Molecules and Natural Language | Apr 25, 2022 | Drug DiscoveryMolecule Captioning | CodeCode Available | 1 |
| Learning to Revise References for Faithful Summarization | Apr 13, 2022 | AttributeClinical Knowledge | CodeCode Available | 1 |
| Do Music Generation Models Encode Music Theory? | Oct 1, 2024 | Emotion RecognitionGenre classification | CodeCode Available | 1 |
| Model-based Reinforcement Learning with Multi-step Plan Value Estimation | Sep 12, 2022 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Improving the Transferability of Adversarial Examples with Arbitrary Style Transfer | Aug 21, 2023 | Domain GeneralizationStyle Transfer | CodeCode Available | 1 |
| Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering | Jul 26, 2022 | Causal InferenceQuestion Answering | CodeCode Available | 1 |
| C^3KG: A Chinese Commonsense Conversation Knowledge Graph | May 1, 2022 | | CodeCode Available | 1 |
| What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment | Apr 8, 2019 | Action ClassificationAction Quality Assessment | CodeCode Available | 1 |
| Iteratively Coupled Multiple Instance Learning from Instance to Bag Classifier for Whole Slide Image Classification | Mar 28, 2023 | Classificationimage-classification | CodeCode Available | 1 |
| Certified Robustness Against Natural Language Attacks by Causal Intervention | May 24, 2022 | | CodeCode Available | 1 |
| Tuning LLMs by RAG Principles: Towards LLM-native Memory | Mar 20, 2025 | RAGRetrieval-augmented Generation | CodeCode Available | 1 |
| UDC-UNet: Under-Display Camera Image Restoration via U-Shape Dynamic Network | Sep 5, 2022 | Image RestorationTone Mapping | CodeCode Available | 1 |
| Med-TTT: Vision Test-Time Training model for Medical Image Segmentation | Oct 3, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| IDEA-Bench: How Far are Generative Models from Professional Designing? | Dec 16, 2024 | Large Language ModelMultimodal Large Language Model | CodeCode Available | 1 |
| Anti-Aliased 2D Gaussian Splatting | Jun 12, 2025 | 3DGSNovel View Synthesis | CodeCode Available | 1 |
| 3D Packing for Self-Supervised Monocular Depth Estimation | May 6, 2019 | Depth EstimationInductive Bias | CodeCode Available | 1 |
| Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression | Mar 21, 2022 | Image CompressionQuantization | CodeCode Available | 1 |
| Phoenix: A Motion-based Self-Reflection Framework for Fine-grained Robotic Action Correction | Apr 20, 2025 | Lifelong learning | CodeCode Available | 1 |
| Ego4D: Around the World in 3,000 Hours of Egocentric Video | Oct 13, 2021 | De-identificationEthics | CodeCode Available | 1 |
| Towards Automating the Retrospective Generation of BIM Models: A Unified Framework for 3D Semantic Reconstruction of the Built Environment | Jun 3, 2024 | 3D Architecture3D Semantic Segmentation | CodeCode Available | 1 |
| PhysioSync: Temporal and Cross-Modal Contrastive Learning Inspired by Physiological Synchronization for EEG-Based Emotion Recognition | Apr 24, 2025 | Contrastive LearningEEG | CodeCode Available | 1 |
| Unified Human Localization and Trajectory Prediction with Monocular Vision | Mar 5, 2025 | PredictionTrajectory Prediction | CodeCode Available | 1 |
| Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning | Apr 4, 2023 | Data PoisoningSelf-Supervised Learning | CodeCode Available | 1 |
| PFSL: Personalized & Fair Split Learning with Data & Label Privacy for thin clients | Mar 19, 2023 | FairnessFederated Learning | CodeCode Available | 1 |
| HAZE-Net: High-Frequency Attentive Super-Resolved Gaze Estimation in Low-Resolution Face Images | Sep 21, 2022 | Gaze EstimationSuper-Resolution | CodeCode Available | 1 |