luka-group / vlm-knowledge-conflictLinks
Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."
☆43Updated 10 months ago
Alternatives and similar repositories for vlm-knowledge-conflict
Users that are interested in vlm-knowledge-conflict are comparing it to the libraries listed below
Sorting:
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆79Updated 9 months ago
- Preference Learning for LLaVA☆48Updated 9 months ago
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆70Updated 2 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆79Updated last year
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆70Updated last year
- [NAACL 2024] Vision language model that reduces hallucinations through self-feedback guided revision. Visualizes attentions on image feat…☆46Updated last year
- Official implementation of "Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation" (CVPR 202…☆33Updated 3 months ago
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆87Updated last year
- Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)☆79Updated 3 months ago
- [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆64Updated last month
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆55Updated 9 months ago
- Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models☆40Updated 2 weeks ago
- [Technical Report] Official PyTorch implementation code for realizing the technical part of Phantom of Latent representing equipped with …☆60Updated 10 months ago
- ☆64Updated 9 months ago
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆85Updated last week
- Evaluation framework for paper "VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?"☆58Updated 10 months ago
- Large Language Models Can Self-Improve in Long-context Reasoning☆72Updated 9 months ago
- [NAACL 2025 Oral] Multimodal Needle in a Haystack (MMNeedle): Benchmarking Long-Context Capability of Multimodal Large Language Models☆48Updated 3 months ago
- Code for Heima☆52Updated 4 months ago
- A Comprehensive Benchmark for Robust Multi-image Understanding☆12Updated 11 months ago
- Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models☆90Updated last year
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆83Updated 7 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆41Updated last year
- Codes for ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding [ICML 2025]]☆37Updated last month
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆78Updated 6 months ago
- Code and data for ACL 2024 paper on 'Cross-Modal Projection in Multimodal LLMs Doesn't Really Project Visual Attributes to Textual Space'☆16Updated last year
- The official repo for "VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search"☆27Updated 3 months ago
- V1: Toward Multimodal Reasoning by Designing Auxiliary Task☆35Updated 4 months ago
- ☆30Updated 9 months ago
- ✨✨The Curse of Multi-Modalities (CMM): Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio☆46Updated last month