zhyang2226 / OPA-DPOLinks
[CVPR 2025 (Oral)] Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key
☆86Updated last month
Alternatives and similar repositories for OPA-DPO
Users that are interested in OPA-DPO are comparing it to the libraries listed below
Sorting:
- [ICLR'25] Official code for the paper 'MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs'☆293Updated 7 months ago
- 🔥CVPR 2025 Multimodal Large Language Models Paper List☆155Updated 8 months ago
- [NeurIPS 2025 Spotlight] Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning☆73Updated 2 months ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆197Updated 4 months ago
- [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought …☆396Updated 11 months ago
- Latest open-source "Thinking with images" (O3/O4-mini) papers, covering training-free, SFT-based, and RL-enhanced methods for "fine-grain…☆98Updated 3 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆76Updated last year
- [NeurIPS 2025] MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning☆87Updated 2 months ago
- ☆149Updated 9 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆151Updated last year
- This repository is the official implementation of "Look-Back: Implicit Visual Re-focusing in MLLM Reasoning".☆69Updated 4 months ago
- Collections of Papers and Projects for Multimodal Reasoning.☆105Updated 6 months ago
- [CVPR' 25] Interleaved-Modal Chain-of-Thought☆92Updated 2 weeks ago
- ☆126Updated 8 months ago
- Survey: https://arxiv.org/pdf/2507.20198☆203Updated 3 weeks ago
- [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding☆132Updated 2 months ago
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆74Updated 4 months ago
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆168Updated last month
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆133Updated 3 months ago
- [CVPR 2025 Oral] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection☆127Updated 3 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆120Updated 2 months ago
- [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆93Updated 2 months ago
- [LLaVA-Video-R1]✨First Adaptation of R1 to LLaVA-Video (2025-03-18)☆35Updated 6 months ago
- [CVPR2025] Official implementation of the paper "Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practi…☆39Updated 3 weeks ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆98Updated last year
- Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency☆58Updated 5 months ago
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.☆69Updated 8 months ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆134Updated 8 months ago
- R1-like Video-LLM for Temporal Grounding☆124Updated 5 months ago
- [ECCV 2024] API: Attention Prompting on Image for Large Vision-Language Models☆106Updated last year