| Benchmarking Uncertainty Disentanglement: Specialized Uncertainties for Specialized Tasks | Feb 29, 2024 | BenchmarkingDisentanglement | CodeCode Available | 2 |
| ViewFusion: Towards Multi-View Consistency via Interpolated Denoising | Feb 29, 2024 | DenoisingImage Generation | 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 |
| GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers | Feb 29, 2024 | GSM8KMath | CodeCode Available | 2 |
| CricaVPR: Cross-image Correlation-aware Representation Learning for Visual Place Recognition | Feb 29, 2024 | Representation LearningVisual Place Recognition | CodeCode Available | 2 |
| Learning Commonality, Divergence and Variety for Unsupervised Visible-Infrared Person Re-identification | Feb 29, 2024 | Contrastive LearningPerson Re-Identification | CodeCode Available | 2 |
| Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation | Feb 28, 2024 | ClusteringDiversity | CodeCode Available | 2 |
| Pre-training Differentially Private Models with Limited Public Data | Feb 28, 2024 | TAG | 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 |
| Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation | Feb 28, 2024 | Semantic SegmentationTAG | CodeCode Available | 2 |
| Boosting Neural Representations for Videos with a Conditional Decoder | Feb 28, 2024 | Decoder | 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 |
| 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 |
| Making Them Ask and Answer: Jailbreaking Large Language Models in Few Queries via Disguise and Reconstruction | Feb 28, 2024 | ChatbotReconstruction Attack | CodeCode Available | 2 |
| SparseLLM: Towards Global Pruning for Pre-trained Language Models | Feb 28, 2024 | Computational EfficiencyProblem Decomposition | CodeCode Available | 2 |
| Evaluating Quantized Large Language Models | Feb 28, 2024 | MambaQuantization | CodeCode Available | 2 |
| Misalignment-Robust Frequency Distribution Loss for Image Transformation | Feb 28, 2024 | Image EnhancementStyle Transfer | CodeCode Available | 2 |
| Trends, Applications, and Challenges in Human Attention Modelling | Feb 28, 2024 | Language Modelling | CodeCode Available | 2 |
| DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning | Feb 28, 2024 | Contrastive LearningDecision Making | CodeCode Available | 2 |
| Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards | Feb 28, 2024 | | CodeCode Available | 2 |
| RAVEL: Evaluating Interpretability Methods on Disentangling Language Model Representations | Feb 27, 2024 | AttributeLanguage Modeling | CodeCode Available | 2 |
| Unsupervised Zero-Shot Reinforcement Learning via Functional Reward Encodings | Feb 27, 2024 | DiversityOffline RL | CodeCode Available | 2 |
| Sinkhorn Distance Minimization for Knowledge Distillation | Feb 27, 2024 | DecoderKnowledge Distillation | CodeCode Available | 2 |
| Retrieval is Accurate Generation | Feb 27, 2024 | Language ModelingLanguage Modelling | 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 |