YiyangZhou / CSR
[NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models
☆70Updated 9 months ago
Alternatives and similar repositories for CSR:
Users that are interested in CSR are comparing it to the libraries listed below
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆44Updated 4 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆44Updated 8 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆82Updated 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 last month
- [ICML2024] Repo for the paper `Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models'☆20Updated 2 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆65Updated 9 months ago
- [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning☆48Updated last month
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆80Updated 10 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆84Updated last year
- code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"☆54Updated 7 months ago
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆27Updated 8 months ago
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU☆46Updated last year
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆40Updated 3 months ago
- ☆31Updated 8 months ago
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆27Updated 4 months ago
- Official implement of MIA-DPO☆54Updated 2 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆69Updated 4 months ago
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs☆45Updated 2 weeks ago
- NegCLIP.☆32Updated 2 years ago
- ☆68Updated 2 months ago
- ☆95Updated last year
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆144Updated 10 months ago
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆73Updated last month
- Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)☆62Updated 2 weeks ago
- ☆37Updated 2 months ago
- ✨✨The Curse of Multi-Modalities (CMM): Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio☆44Updated 5 months ago
- ☆40Updated 2 months ago
- [Neurips 24' D&B] Official Dataloader and Evaluation Scripts for LongVideoBench.☆90Updated 7 months ago
- ☆17Updated last year