| Learning Commonality, Divergence and Variety for Unsupervised Visible-Infrared Person Re-identification | Feb 29, 2024 | Contrastive LearningPerson Re-Identification | CodeCode Available | 2 |
| Training Generative Image Super-Resolution Models by Wavelet-Domain Losses Enables Better Control of Artifacts | Feb 29, 2024 | Image Super-ResolutionSuper-Resolution | CodeCode Available | 2 |
| Benchmarking Uncertainty Disentanglement: Specialized Uncertainties for Specialized Tasks | Feb 29, 2024 | BenchmarkingDisentanglement | CodeCode Available | 2 |
| Deep Learning for Cross-Domain Data Fusion in Urban Computing: Taxonomy, Advances, and Outlook | Feb 29, 2024 | Deep Learning | CodeCode Available | 2 |
| CricaVPR: Cross-image Correlation-aware Representation Learning for Visual Place Recognition | Feb 29, 2024 | Representation LearningVisual Place Recognition | CodeCode Available | 2 |
| Gradient Alignment for Cross-Domain Face Anti-Spoofing | Feb 29, 2024 | Domain GeneralizationFace Anti-Spoofing | CodeCode Available | 2 |
| DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning | Feb 28, 2024 | Contrastive LearningDecision Making | CodeCode Available | 2 |
| ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training | Feb 28, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation | Feb 28, 2024 | Code GenerationIn-Context Learning | CodeCode Available | 2 |
| Boosting Neural Representations for Videos with a Conditional Decoder | Feb 28, 2024 | Decoder | CodeCode Available | 2 |
| Pre-training Differentially Private Models with Limited Public Data | Feb 28, 2024 | TAG | CodeCode Available | 2 |
| Misalignment-Robust Frequency Distribution Loss for Image Transformation | Feb 28, 2024 | Image EnhancementStyle Transfer | CodeCode Available | 2 |
| Making Them Ask and Answer: Jailbreaking Large Language Models in Few Queries via Disguise and Reconstruction | Feb 28, 2024 | ChatbotReconstruction Attack | CodeCode Available | 2 |
| Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation | Feb 28, 2024 | ClusteringDiversity | CodeCode Available | 2 |
| Trends, Applications, and Challenges in Human Attention Modelling | Feb 28, 2024 | Language Modelling | CodeCode Available | 2 |
| Evaluating Quantized Large Language Models | Feb 28, 2024 | MambaQuantization | CodeCode Available | 2 |
| Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation | Feb 28, 2024 | Semantic SegmentationTAG | CodeCode Available | 2 |
| SparseLLM: Towards Global Pruning for Pre-trained Language Models | Feb 28, 2024 | Computational EfficiencyProblem Decomposition | CodeCode Available | 2 |
| The First Place Solution of WSDM Cup 2024: Leveraging Large Language Models for Conversational Multi-Doc QA | Feb 28, 2024 | Natural Language UnderstandingQuestion Answering | CodeCode Available | 2 |
| Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards | Feb 28, 2024 | | CodeCode Available | 2 |
| Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology | Feb 27, 2024 | Multiple Instance LearningPrognosis | CodeCode Available | 2 |
| High-Fidelity Neural Phonetic Posteriorgrams | Feb 27, 2024 | Voice Conversion | CodeCode Available | 2 |
| Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization | Feb 27, 2024 | Prompt Engineering | CodeCode Available | 2 |
| Preserving Fairness Generalization in Deepfake Detection | Feb 27, 2024 | DeepFake DetectionDisentanglement | CodeCode Available | 2 |
| Learning Dynamic Tetrahedra for High-Quality Talking Head Synthesis | Feb 27, 2024 | NeRF | CodeCode Available | 2 |
| Variational Learning is Effective for Large Deep Networks | Feb 27, 2024 | Sensitivity | CodeCode Available | 2 |
| PromptMM: Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning | Feb 27, 2024 | Knowledge DistillationModel Compression | CodeCode Available | 2 |
| Retrieval is Accurate Generation | Feb 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| SAM-DiffSR: Structure-Modulated Diffusion Model for Image Super-Resolution | Feb 27, 2024 | Image Super-ResolutionSuper-Resolution | CodeCode Available | 2 |
| Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey | Feb 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| RAVEL: Evaluating Interpretability Methods on Disentangling Language Model Representations | Feb 27, 2024 | AttributeLanguage Modeling | CodeCode Available | 2 |
| Massive Activations in Large Language Models | Feb 27, 2024 | | CodeCode Available | 2 |
| CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification | Feb 27, 2024 | ClassificationDiagnostic | CodeCode Available | 2 |
| TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space | Feb 27, 2024 | Contrastive LearningHallucination | CodeCode Available | 2 |
| Unsupervised Zero-Shot Reinforcement Learning via Functional Reward Encodings | Feb 27, 2024 | DiversityOffline RL | CodeCode Available | 2 |
| Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations | Feb 27, 2024 | Recommendation Systems | CodeCode Available | 2 |
| Demonstration of Robust and Efficient Quantum Property Learning with Shallow Shadows | Feb 27, 2024 | Bayesian Inference | CodeCode Available | 2 |
| Sinkhorn Distance Minimization for Knowledge Distillation | Feb 27, 2024 | DecoderKnowledge Distillation | CodeCode Available | 2 |
| VRP-SAM: SAM with Visual Reference Prompt | Feb 27, 2024 | Meta-LearningSegmentation | CodeCode Available | 2 |
| BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning | Feb 27, 2024 | Drug DiscoveryForward reaction prediction | CodeCode Available | 2 |
| BlendSQL: A Scalable Dialect for Unifying Hybrid Question Answering in Relational Algebra | Feb 27, 2024 | Question Answering | CodeCode Available | 2 |
| ICP-Flow: LiDAR Scene Flow Estimation with ICP | Feb 27, 2024 | Autonomous DrivingScene Flow Estimation | CodeCode Available | 2 |
| CodeS: Towards Building Open-source Language Models for Text-to-SQL | Feb 26, 2024 | Data AugmentationDiagnostic | CodeCode Available | 2 |
| DEYO: DETR with YOLO for End-to-End Object Detection | Feb 26, 2024 | DecoderGPU | CodeCode Available | 2 |
| CARTE: Pretraining and Transfer for Tabular Learning | Feb 26, 2024 | Data IntegrationTransfer Learning | CodeCode Available | 2 |
| Defending LLMs against Jailbreaking Attacks via Backtranslation | Feb 26, 2024 | Language Modelling | CodeCode Available | 2 |
| Long-Context Language Modeling with Parallel Context Encoding | Feb 26, 2024 | In-Context LearningInstruction Following | CodeCode Available | 2 |
| Contextualized Diffusion Models for Text-Guided Image and Video Generation | Feb 26, 2024 | Image GenerationText to Image Generation | CodeCode Available | 2 |
| UN-SAM: Universal Prompt-Free Segmentation for Generalized Nuclei Images | Feb 26, 2024 | DecoderSegmentation | CodeCode Available | 2 |
| Pandora's White-Box: Precise Training Data Detection and Extraction in Large Language Models | Feb 26, 2024 | Language Modelling | CodeCode Available | 2 |