| Can Large Audio-Language Models Truly Hear? Tackling Hallucinations with Multi-Task Assessment and Stepwise Audio Reasoning | Oct 21, 2024 | Attribute | CodeCode Available | 1 |
| Zero-shot Generalist Graph Anomaly Detection with Unified Neighborhood Prompts | Oct 18, 2024 | Anomaly DetectionAttribute | CodeCode Available | 1 |
| Tree of Attributes Prompt Learning for Vision-Language Models | Oct 15, 2024 | AttributeKnowledge Graphs | CodeCode Available | 1 |
| When Graph meets Multimodal: Benchmarking on Multimodal Attributed Graphs Learning | Oct 11, 2024 | AttributeBenchmarking | CodeCode Available | 1 |
| Entering Real Social World! Benchmarking the Social Intelligence of Large Language Models from a First-person Perspective | Oct 8, 2024 | AttributeBenchmarking | CodeCode Available | 1 |
| Image Watermarks are Removable Using Controllable Regeneration from Clean Noise | Oct 7, 2024 | AttributeDenoising | CodeCode Available | 1 |
| From Sparse Dependence to Sparse Attention: Unveiling How Chain-of-Thought Enhances Transformer Sample Efficiency | Oct 7, 2024 | Attribute | CodeCode Available | 1 |
| MARs: Multi-view Attention Regularizations for Patch-based Feature Recognition of Space Terrain | Oct 7, 2024 | AttributeMetric Learning | CodeCode Available | 1 |
| Towards Fairness and Privacy: A Novel Data Pre-processing Optimization Framework for Non-binary Protected Attributes | Oct 1, 2024 | AttributeCombinatorial Optimization | CodeCode Available | 1 |
| Magnet: We Never Know How Text-to-Image Diffusion Models Work, Until We Learn How Vision-Language Models Function | Sep 30, 2024 | AttributeDisentanglement | CodeCode Available | 1 |
| CliMB: An AI-enabled Partner for Clinical Predictive Modeling | Sep 30, 2024 | AttributeAutoML | CodeCode Available | 1 |
| Domain Consistency Representation Learning for Lifelong Person Re-Identification | Sep 30, 2024 | AttributeKnowledge Distillation | CodeCode Available | 1 |
| ComiCap: A VLMs pipeline for dense captioning of Comic Panels | Sep 24, 2024 | AttributeDense Captioning | CodeCode Available | 1 |
| Finetuning CLIP to Reason about Pairwise Differences | Sep 15, 2024 | AttributeContrastive Learning | CodeCode Available | 1 |
| AnyMatch -- Efficient Zero-Shot Entity Matching with a Small Language Model | Sep 6, 2024 | AttributeAutoML | CodeCode Available | 1 |
| MARS: Matching Attribute-aware Representations for Text-based Sequential Recommendation | Sep 1, 2024 | AttributeSequential Recommendation | CodeCode Available | 1 |
| UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios | Aug 30, 2024 | Attributegeo-localization | CodeCode Available | 1 |
| Unlocking Attributes' Contribution to Successful Camouflage: A Combined Textual and VisualAnalysis Strategy | Aug 22, 2024 | AttributeCamouflaged Object Segmentation | CodeCode Available | 1 |
| Toward Enhancing Vehicle Color Recognition in Adverse Conditions: A Dataset and Benchmark | Aug 21, 2024 | AttributeFine-Grained Vehicle Classification | CodeCode Available | 1 |
| Navigating Spatio-Temporal Heterogeneity: A Graph Transformer Approach for Traffic Forecasting | Aug 20, 2024 | AttributeMixture-of-Experts | CodeCode Available | 1 |
| Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models | Aug 18, 2024 | AttributeHallucination | CodeCode Available | 1 |
| Layerwise Recurrent Router for Mixture-of-Experts | Aug 13, 2024 | AttributeMixture-of-Experts | CodeCode Available | 1 |
| What Ails Generative Structure-based Drug Design: Expressivity is Too Little or Too Much? | Aug 12, 2024 | AttributeDrug Design | CodeCode Available | 1 |
| Diffusion Guided Language Modeling | Aug 8, 2024 | AttributeLanguage Modeling | CodeCode Available | 1 |
| Concept Conductor: Orchestrating Multiple Personalized Concepts in Text-to-Image Synthesis | Aug 7, 2024 | AttributeImage Generation | CodeCode Available | 1 |
