YiyangZhou / POVID
[Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning
☆79Updated 8 months ago
Alternatives and similar repositories for POVID:
Users that are interested in POVID are comparing it to the libraries listed below
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆62Updated 7 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆78Updated 11 months ago
- This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…☆76Updated 10 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆62Updated 7 months ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆141Updated 8 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆77Updated 10 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆59Updated 2 months ago
- [ICML2024] Repo for the paper `Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models'☆20Updated 3 weeks ago
- Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations"☆53Updated this week
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆41Updated 3 months ago
- ☆27Updated 6 months ago
- Official implementation of "Why are Visually-Grounded Language Models Bad at Image Classification?" (NeurIPS 2024)☆66Updated 3 months ago
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆33Updated 2 months ago
- [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning☆35Updated this week
- LLaVA-NeXT-Image-Llama3-Lora, Modified from https://github.com/arielnlee/LLaVA-1.6-ft☆42Updated 6 months ago
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆68Updated this week
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆43Updated 6 months ago
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆108Updated last year
- NegCLIP.☆30Updated last year
- ☆36Updated 2 months ago
- [ICLR 2025] Video-STaR: Self-Training Enables Video Instruction Tuning with Any Supervision☆58Updated 6 months ago
- ☆95Updated last year
- Unsolvable Problem Detection: Evaluating Trustworthiness of Vision Language Models☆72Updated 4 months ago
- ☆62Updated 6 months ago
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU☆44Updated last year
- ☆43Updated 6 months ago
- EMNLP2023 - InfoSeek: A New VQA Benchmark focus on Visual Info-Seeking Questions☆17Updated 7 months ago
- This repo contains evaluation code for the paper "BLINK: Multimodal Large Language Models Can See but Not Perceive". https://arxiv.or…☆115Updated 6 months ago
- Code and datasets for "What’s “up” with vision-language models? Investigating their struggle with spatial reasoning".☆38Updated 11 months ago
- ☆28Updated 2 months ago