pipilurj / bootstrapped-preference-optimization-BPOLinks
code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"
☆59Updated last year
Alternatives and similar repositories for bootstrapped-preference-optimization-BPO
Users that are interested in bootstrapped-preference-optimization-BPO are comparing it to the libraries listed below
Sorting:
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆47Updated 11 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆80Updated last year
- ☆100Updated last year
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆93Updated last month
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆82Updated 11 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆95Updated last year
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆83Updated 9 months ago
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs☆49Updated 7 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆70Updated last year
- V1: Toward Multimodal Reasoning by Designing Auxiliary Task☆36Updated 6 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆94Updated 2 months ago
- [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment☆57Updated last year
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆48Updated last year
- VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)☆38Updated this week
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆88Updated last year
- Official repository of MMDU dataset☆96Updated last year
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆77Updated last month
- Implementation and dataset for paper "Can MLLMs Perform Text-to-Image In-Context Learning?"☆41Updated 4 months ago
- Official implement of MIA-DPO☆66Updated 9 months ago
- Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"☆90Updated 2 months ago
- ✨✨The Curse of Multi-Modalities (CMM): Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio☆49Updated 3 months ago
- [ICLR2025] MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models☆87Updated last year
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆54Updated 11 months ago
- [ACM Multimedia 2025] This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual…☆82Updated 8 months ago
- Official code for "What Makes for Good Visual Tokenizers for Large Language Models?".☆58Updated 2 years ago
- TemporalBench: Benchmarking Fine-grained Temporal Understanding for Multimodal Video Models☆37Updated 11 months ago
- ☆45Updated 9 months ago
- ☆155Updated 11 months ago
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆57Updated 10 months ago
- ☆95Updated 9 months ago