| FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning | Jan 6, 2024 | Contrastive LearningFederated Learning | CodeCode Available | 2 |
| SCAN: Learning to Classify Images without Labels | May 25, 2020 | ClassificationClustering | CodeCode Available | 2 |
| Compositional Transformers for Scene Generation | Dec 1, 2021 | DisentanglementImage Generation | CodeCode Available | 2 |
| Toward Among-Device AI from On-Device AI with Stream Pipelines | Jan 16, 2022 | | CodeCode Available | 2 |
| Deblur4DGS: 4D Gaussian Splatting from Blurry Monocular Video | Dec 9, 2024 | 3DGS4D reconstruction | CodeCode Available | 2 |
| The Change You Want To Detect: Semantic Change Detection In Earth Observation With Hybrid Data Generation | Mar 19, 2025 | Change DetectionEarth Observation | CodeCode Available | 2 |
| GLBench: A Comprehensive Benchmark for Graph with Large Language Models | Jul 10, 2024 | | CodeCode Available | 2 |
| COVID-Net S: Towards computer-aided severity assessment via training and validation of deep neural networks for geographic extent and opacity extent scoring of chest X-rays for SARS-CoV-2 lung disease severity | May 26, 2020 | | CodeCode Available | 2 |
| Positive-Unlabeled Compression on the Cloud | Sep 21, 2019 | GPUKnowledge Distillation | CodeCode Available | 2 |
| ChatDiT: A Training-Free Baseline for Task-Agnostic Free-Form Chatting with Diffusion Transformers | Dec 17, 2024 | ArticlesForm | CodeCode Available | 2 |
| M2DGR: A Multi-sensor and Multi-scenario SLAM Dataset for Ground Robots | Dec 19, 2021 | | CodeCode Available | 2 |
| OpenUni: A Simple Baseline for Unified Multimodal Understanding and Generation | May 29, 2025 | | CodeCode Available | 2 |
| Understanding the Ranking Loss for Recommendation with Sparse User Feedback | Mar 21, 2024 | Binary ClassificationClick-Through Rate Prediction | CodeCode Available | 2 |
| Optimal Transport for structured data with application on graphs | May 23, 2018 | ClusteringGraph Classification | CodeCode Available | 2 |
| TwiBot-22: Towards Graph-Based Twitter Bot Detection | Jun 9, 2022 | MisinformationTwitter Bot Detection | CodeCode Available | 2 |
| TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting | Feb 10, 2025 | Representation LearningTime Series | CodeCode Available | 2 |
| Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis | Mar 3, 2024 | 3D Parameter-Efficient Fine-Tuning for ClassificationGPU | CodeCode Available | 2 |
| Know Your Neighbors: Improving Single-View Reconstruction via Spatial Vision-Language Reasoning | Apr 4, 2024 | 3D Scene ReconstructionDepth Estimation | CodeCode Available | 2 |
| Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications | Feb 12, 2018 | Anomaly DetectionUnsupervised Anomaly Detection | CodeCode Available | 2 |
| High-fidelity 3D Human Digitization from Single 2K Resolution Images | Mar 27, 2023 | 2k3D Human Reconstruction | CodeCode Available | 2 |
| Momentum Centering and Asynchronous Update for Adaptive Gradient Methods | Oct 11, 2021 | image-classificationImage Classification | CodeCode Available | 2 |
| LLM4SR: A Survey on Large Language Models for Scientific Research | Jan 8, 2025 | Survey | CodeCode Available | 2 |
| Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression | Nov 19, 2019 | object-detectionObject Detection | CodeCode Available | 2 |
| Discovering Preference Optimization Algorithms with and for Large Language Models | Jun 12, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| ViewFormer: Exploring Spatiotemporal Modeling for Multi-View 3D Occupancy Perception via View-Guided Transformers | May 7, 2024 | 3D Object Detectionobject-detection | CodeCode Available | 2 |
| BSAFusion: A Bidirectional Stepwise Feature Alignment Network for Unaligned Medical Image Fusion | Dec 11, 2024 | | CodeCode Available | 2 |
| Let's Think Dot by Dot: Hidden Computation in Transformer Language Models | Apr 24, 2024 | | CodeCode Available | 2 |
| A Survey on RGB, 3D, and Multimodal Approaches for Unsupervised Industrial Anomaly Detection | Oct 29, 2024 | Anomaly Detection | CodeCode Available | 2 |
| PoseBusters: AI-based docking methods fail to generate physically valid poses or generalise to novel sequences | Aug 10, 2023 | Deep Learningvalid | CodeCode Available | 2 |
| DiffuseHigh: Training-free Progressive High-Resolution Image Synthesis through Structure Guidance | Jun 26, 2024 | Image Generation | CodeCode Available | 2 |
| Big Self-Supervised Models are Strong Semi-Supervised Learners | Jun 17, 2020 | Self-Supervised Image ClassificationSemi-Supervised Image Classification | CodeCode Available | 2 |
| WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting | Dec 22, 2024 | Financial AnalysisLoad Forecasting | CodeCode Available | 2 |
| Label Anything: Multi-Class Few-Shot Semantic Segmentation with Visual Prompts | Jul 2, 2024 | Few-Shot Semantic SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Evaluating AI systems under uncertain ground truth: a case study in dermatology | Jul 5, 2023 | DiagnosticMedical Diagnosis | CodeCode Available | 2 |
| Interpretable Counterfactual Explanations Guided by Prototypes | Jul 3, 2019 | counterfactualDiagnostic | CodeCode Available | 2 |
| The First Evaluation of Chinese Human-Computer Dialogue Technology | Sep 29, 2017 | intent-classificationIntent Classification | CodeCode Available | 2 |
| Instruction-Guided Editing Controls for Images and Multimedia: A Survey in LLM era | Nov 15, 2024 | Survey | CodeCode Available | 2 |
| Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box Machine Learning Models | Dec 12, 2017 | BIG-bench Machine Learning | CodeCode Available | 2 |
| GANSpace: Discovering Interpretable GAN Controls | Apr 6, 2020 | Image Generation | CodeCode Available | 2 |
| EasyRL4Rec: An Easy-to-use Library for Reinforcement Learning Based Recommender Systems | Feb 23, 2024 | Recommendation SystemsReinforcement Learning (RL) | CodeCode Available | 2 |
| SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models | Nov 1, 2024 | Mixture-of-Experts | CodeCode Available | 2 |
| Fine-Grained Human Feedback Gives Better Rewards for Language Model Training | Jun 2, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| BEYOND DIALOGUE: A Profile-Dialogue Alignment Framework Towards General Role-Playing Language Model | Aug 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling | May 22, 2024 | Image GenerationMamba | CodeCode Available | 2 |
| On the Diagram of Thought | Sep 16, 2024 | | CodeCode Available | 2 |
| FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence | Jan 21, 2020 | Image ClassificationPseudo Label | CodeCode Available | 2 |
| Mask-Free Video Instance Segmentation | Mar 28, 2023 | Instance SegmentationOptical Flow Estimation | CodeCode Available | 2 |
| Advanced Unstructured Data Processing for ESG Reports: A Methodology for Structured Transformation and Enhanced Analysis | Jan 4, 2024 | | CodeCode Available | 2 |
| AMU-Tuning: Effective Logit Bias for CLIP-based Few-shot Learning | Apr 13, 2024 | Few-Shot Learning | CodeCode Available | 2 |
| ARF: Artistic Radiance Fields | Jun 13, 2022 | | CodeCode Available | 2 |