| Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation | Jan 9, 2024 | Image SegmentationSegmentation | CodeCode Available | 2 |
| EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis | Jan 16, 2024 | Instruction Followingregression | CodeCode Available | 2 |
| Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive | Jan 16, 2024 | Domain GeneralizationImage Generation | CodeCode Available | 2 |
| DiffMoog: a Differentiable Modular Synthesizer for Sound Matching | Jan 23, 2024 | Audio Synthesis | CodeCode Available | 2 |
| A Survey on Learning from Graphs with Heterophily: Recent Advances and Future Directions | Jan 18, 2024 | Graph LearningSurvey | CodeCode Available | 2 |
| Denoising Diffusion Probabilistic Models | Jun 19, 2020 | DenoisingDensity Estimation | CodeCode Available | 2 |
| CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents | Jan 19, 2024 | Decision Making | CodeCode Available | 2 |
| With Greater Text Comes Greater Necessity: Inference-Time Training Helps Long Text Generation | Jan 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Spatial Scaper: A Library to Simulate and Augment Soundscapes for Sound Event Localization and Detection in Realistic Rooms | Jan 19, 2024 | Data AugmentationDiversity | CodeCode Available | 2 |
| SGTR+: End-to-end Scene Graph Generation with Transformer | Jan 23, 2024 | graph constructionGraph Generation | CodeCode Available | 2 |
| Neural deformation fields for template-based reconstruction of cortical surfaces from MRI | Jan 23, 2024 | | CodeCode Available | 2 |
| Data-Centric Evolution in Autonomous Driving: A Comprehensive Survey of Big Data System, Data Mining, and Closed-Loop Technologies | Jan 23, 2024 | Autonomous Driving | CodeCode Available | 2 |
| Tyche: Stochastic In-Context Learning for Medical Image Segmentation | Jan 24, 2024 | Image SegmentationIn-Context Learning | CodeCode Available | 2 |
| ADMap: Anti-disturbance framework for reconstructing online vectorized HD map | Jan 24, 2024 | Autonomous Driving | CodeCode Available | 2 |
| Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities | Jan 25, 2024 | | CodeCode Available | 2 |
| Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models | Jan 27, 2024 | Medical Question AnsweringMultiple-choice | CodeCode Available | 2 |
| SERNet-Former: Semantic Segmentation by Efficient Residual Network with Attention-Boosting Gates and Attention-Fusion Networks | Jan 28, 2024 | 2D Semantic SegmentationDecoder | CodeCode Available | 2 |
| GraphOmni: A Comprehensive and Extendable Benchmark Framework for Large Language Models on Graph-theoretic Tasks | Apr 17, 2025 | | CodeCode Available | 2 |
| Diffusion Facial Forgery Detection | Jan 29, 2024 | Image Generation | CodeCode Available | 2 |
| FaKnow: A Unified Library for Fake News Detection | Jan 27, 2024 | Fake News Detection | CodeCode Available | 2 |
| Weak-to-Strong Jailbreaking on Large Language Models | Jan 30, 2024 | | CodeCode Available | 2 |
| On Prompt-Driven Safeguarding for Large Language Models | Jan 31, 2024 | | CodeCode Available | 2 |
| ControlCap: Controllable Region-level Captioning | Jan 31, 2024 | Dense Captioning | CodeCode Available | 2 |
| On the Challenges of Fuzzing Techniques via Large Language Models | Feb 1, 2024 | software testingSurvey | CodeCode Available | 2 |
| InfMAE: A Foundation Model in the Infrared Modality | Feb 1, 2024 | DecoderSelf-Supervised Learning | CodeCode Available | 2 |
| A Single Simple Patch is All You Need for AI-generated Image Detection | Feb 2, 2024 | All | CodeCode Available | 2 |
| Efficient and Effective Time-Series Forecasting with Spiking Neural Networks | Feb 2, 2024 | Model SelectionTime Series | CodeCode Available | 2 |
| InteractiveVideo: User-Centric Controllable Video Generation with Synergistic Multimodal Instructions | Feb 5, 2024 | Video Generation | CodeCode Available | 2 |
| Point Cloud Matters: Rethinking the Impact of Different Observation Spaces on Robot Learning | Feb 4, 2024 | Contact-rich ManipulationZero-shot Generalization | CodeCode Available | 2 |
| Self-Supervised Contrastive Learning for Long-term Forecasting | Feb 3, 2024 | Contrastive LearningTime Series | CodeCode Available | 2 |
| 4D-Rotor Gaussian Splatting: Towards Efficient Novel View Synthesis for Dynamic Scenes | Feb 5, 2024 | GPUNovel View Synthesis | CodeCode Available | 2 |
| NGBoost: Natural Gradient Boosting for Probabilistic Prediction | Oct 8, 2019 | Predictionregression | CodeCode Available | 2 |
| Minusformer: Improving Time Series Forecasting by Progressively Learning Residuals | Feb 4, 2024 | Ensemble LearningTime Series | CodeCode Available | 2 |
| Shortened LLaMA: Depth Pruning for Large Language Models with Comparison of Retraining Methods | Feb 5, 2024 | | CodeCode Available | 2 |
| Linear-time Minimum Bayes Risk Decoding with Reference Aggregation | Feb 6, 2024 | Text Generation | CodeCode Available | 2 |
| KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion | Feb 4, 2024 | In-Context LearningKnowledge Graph Completion | CodeCode Available | 2 |
| A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation | Feb 6, 2024 | Out-of-Distribution GeneralizationPrompt Learning | CodeCode Available | 2 |
| Privacy Leakage on DNNs: A Survey of Model Inversion Attacks and Defenses | Feb 6, 2024 | | CodeCode Available | 2 |
| Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints | Feb 7, 2024 | Layout DesignLayout Generation | CodeCode Available | 2 |
| FM-Fusion: Instance-aware Semantic Mapping Boosted by Vision-Language Foundation Models | Feb 7, 2024 | Instance SegmentationObject | CodeCode Available | 2 |
| Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning | Feb 8, 2024 | GSM8Kreinforcement-learning | CodeCode Available | 2 |
| PyVRP: a high-performance VRP solver package | Nov 22, 2023 | | CodeCode Available | 2 |
| Autonomous Data Selection with Zero-shot Generative Classifiers for Mathematical Texts | Feb 12, 2024 | Continual PretrainingGSM8K | CodeCode Available | 2 |
| GraphTranslator: Aligning Graph Model to Large Language Model for Open-ended Tasks | Feb 11, 2024 | Graph Question AnsweringInstruction Following | CodeCode Available | 2 |
| GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators | Feb 10, 2024 | Machine TranslationSpeech-to-Speech Translation | CodeCode Available | 2 |
| Debating with More Persuasive LLMs Leads to More Truthful Answers | Feb 9, 2024 | Persuasiveness | CodeCode Available | 2 |
| Learning Continuous 3D Words for Text-to-Image Generation | Feb 13, 2024 | Image GenerationText to Image Generation | CodeCode Available | 2 |
| Get More with LESS: Synthesizing Recurrence with KV Cache Compression for Efficient LLM Inference | Feb 14, 2024 | | CodeCode Available | 2 |
| LlaSMol: Advancing Large Language Models for Chemistry with a Large-Scale, Comprehensive, High-Quality Instruction Tuning Dataset | Feb 14, 2024 | Drug Discovery | CodeCode Available | 2 |
| Universal Machine Learning Kohn-Sham Hamiltonian for Materials | Feb 14, 2024 | | CodeCode Available | 2 |