Vision-Language Models

Grounding Everything: Emerging Localization Properties in Vision-Language Transformers CVPR 2024 GuardT2I: Defending Text-to-Image Models from Adversarial Prompts NeurIPS 2024 Harnessing CLIP for Evidence Identification in Scientific Literature: A Multimodal Approach to Context24 Shared Task ACL 2024 Hidden in Plain Sight: Evaluating Abstract Shape Recognition in Vision-Language Models NeurIPS 2024 Homology Consistency Constrained Efficient Tuning for Vision-Language Models NeurIPS 2024 If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions EMNLP 2024 Image Safeguarding: Reasoning with Conditional Vision Language Model and Obfuscating Unsafe Content Counterfactually AAAI 2024 In-Context Compositional Generalization for Large Vision-Language Models EMNLP 2024 InfiMM: Advancing Multimodal Understanding with an Open-Sourced Visual Language Model ACL 2024 IntCoOp: Interpretability-Aware Vision-Language Prompt Tuning EMNLP 2024 Interfacing Foundation Models' Embeddings NeurIPS 2024 InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD NeurIPS 2024 InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks CVPR 2024 Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge NeurIPS 2024 Investigating and Mitigating Object Hallucinations in Pretrained Vision-Language (CLIP) Models EMNLP 2024 Is GPT-4V (ision) All You Need for Automating Academic Data Visualization? Exploring Vision-Language Models’ Capability in Reproducing Academic Charts EMNLP 2024 Iterated Learning Improves Compositionality in Large Vision-Language Models CVPR 2024 Jack of All Tasks Master of Many: Designing General-Purpose Coarse-to-Fine Vision-Language Model CVPR 2024 JoAPR: Cleaning the Lens of Prompt Learning for Vision-Language Models CVPR 2024 JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images NeurIPS 2024 Label Propagation for Zero-shot Classification with Vision-Language Models CVPR 2024 Language-only Training of Zero-shot Composed Image Retrieval CVPR 2024 Large Vision-Language Models as Emotion Recognizers in Context Awareness ACML 2024 LaViP: Language-Grounded Visual Prompting AAAI 2024 Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning CVPR 2024