luka-group / mDPO
[EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.
☆69Updated 4 months ago
Alternatives and similar repositories for mDPO:
Users that are interested in mDPO are comparing it to the libraries listed below
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆43Updated 4 months ago
- ☆64Updated 9 months ago
- This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…☆75Updated 2 weeks ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆68Updated 9 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆82Updated last year
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆63Updated 9 months ago
- ☆29Updated 8 months ago
- ☆94Updated last year
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆34Updated 11 months ago
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU☆46Updated last year
- A Self-Training Framework for Vision-Language Reasoning☆69Updated last month
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆80Updated 10 months ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆143Updated 10 months ago
- ☆66Updated 2 months ago
- ☆24Updated 9 months ago
- ☆64Updated 7 months ago
- [ICML2024] Repo for the paper `Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models'☆20Updated 2 months ago
- EMNLP2023 - InfoSeek: A New VQA Benchmark focus on Visual Info-Seeking Questions☆20Updated 9 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆40Updated 3 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆47Updated 7 months ago
- Official implement of MIA-DPO☆52Updated last month
- code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"☆54Updated 6 months ago
- Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."☆41Updated 4 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆79Updated 11 months ago
- MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria☆64Updated 4 months ago
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆90Updated last year
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆44Updated 7 months ago
- [NeurIPS DB Track, 2024] MATH-Vision dataset and code to measure multimodal mathematical reasoning capabilities.☆89Updated this week
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆34Updated 4 months ago