YiyangZhou / POVIDLinks
[Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning
☆86Updated last year
Alternatives and similar repositories for POVID
Users that are interested in POVID are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆76Updated last year
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆76Updated 8 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆68Updated last year
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆85Updated last year
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆146Updated last year
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆89Updated last year
- This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…☆78Updated 4 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆52Updated 8 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆45Updated 11 months ago
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆46Updated 8 months ago
- ☆100Updated last year
- ☆30Updated 4 months ago
- Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)☆75Updated last month
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆79Updated 5 months ago
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆126Updated last year
- Official implementation of "Why are Visually-Grounded Language Models Bad at Image Classification?" (NeurIPS 2024)☆85Updated 8 months ago
- code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"☆55Updated 10 months ago
- DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding☆64Updated last month
- ☆83Updated 6 months ago
- [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning☆61Updated 5 months ago
- Official repository for the A-OKVQA dataset☆93Updated last year
- Official implementation of "Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation" (CVPR 202…☆32Updated last month
- ☆57Updated 8 months ago
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆63Updated last month
- Preference Learning for LLaVA☆46Updated 8 months ago
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆74Updated 4 months ago
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU☆48Updated last year
- Code and datasets for "What’s “up” with vision-language models? Investigating their struggle with spatial reasoning".☆54Updated last year
- VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)☆35Updated 3 months ago
- ☆69Updated 11 months ago