Vision-Language Models

ConCon-Chi: Concept-Context Chimera Benchmark for Personalized Vision-Language Tasks CVPR 2024 Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models NeurIPS 2024 Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional Understanding CVPR 2024 Cross-Modal Projection in Multimodal LLMs Doesn’t Really Project Visual Attributes to Textual Space ACL 2024 Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Pre-training Framework CVPR 2024 Déjà Vu Memorization in Vision–Language Models NeurIPS 2024 Dense Connector for MLLMs NeurIPS 2024 Describing Differences in Image Sets with Natural Language CVPR 2024 DetCLIPv3: Towards Versatile Generative Open-vocabulary Object Detection CVPR 2024 DeVAn: Dense Video Annotation for Video-Language Models ACL 2024 DevBench: A multimodal developmental benchmark for language learning NeurIPS 2024 Discovering Syntactic Interaction Clues for Human-Object Interaction Detection CVPR 2024 Distilling Vision-Language Models on Millions of Videos CVPR 2024 Divide and Conquer Radiology Report Generation via Observation Level Fine-grained Pretraining and Prompt Tuning EMNLP 2024 Does Object Grounding Really Reduce Hallucination of Large Vision-Language Models? EMNLP 2024 DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback CVPR 2024 DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs NeurIPS 2024 Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models NeurIPS 2024 Efficient Test-Time Adaptation of Vision-Language Models CVPR 2024 Encoding and Controlling Global Semantics for Long-form Video Question Answering EMNLP 2024 Enhancing Advanced Visual Reasoning Ability of Large Language Models EMNLP 2024 Enhancing Vision-Language Pre-training with Rich Supervisions CVPR 2024 Evaluating Numerical Reasoning in Text-to-Image Models NeurIPS 2024 EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE AAAI 2024 ExpCLIP: Bridging Text and Facial Expressions via Semantic Alignment AAAI 2024