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☆48Updated last year
- ☆100Updated 2 years ago
- [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment☆58Updated last year
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆83Updated 2 months ago
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆84Updated 11 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆70Updated last year
- Official code for "What Makes for Good Visual Tokenizers for Large Language Models?".☆58Updated 2 years ago
- ☆46Updated 11 months ago
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs☆53Updated 9 months ago
- Implementation and dataset for paper "Can MLLMs Perform Text-to-Image In-Context Learning?"☆42Updated 6 months ago
- VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)☆41Updated last week
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆83Updated last year
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆102Updated 3 months ago
- [SCIS 2024] The official implementation of the paper "MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Di…☆61Updated last year
- ☆155Updated last year
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆86Updated 3 months ago
- Official github repo of G-LLaVA☆148Updated 10 months ago
- ✨✨The Curse of Multi-Modalities (CMM): Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio☆51Updated 5 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆51Updated last year
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆99Updated 4 months ago
- Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"☆108Updated 2 weeks ago
- [NeurIPS-24] This is the official implementation of the paper "DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effect…☆76Updated last year
- Official implement of MIA-DPO☆69Updated 11 months ago
- ☆107Updated 11 months ago
- V1: Toward Multimodal Reasoning by Designing Auxiliary Task☆36Updated 8 months ago
- ☆32Updated last year
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆99Updated last year
- DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding☆65Updated 6 months ago
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆75Updated 5 months ago
- Official repository of MMDU dataset☆99Updated last year