zhyang2226 / OPA-DPOLinks
[CVPR 2025 (Oral)] Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key
☆102Updated 2 weeks ago
Alternatives and similar repositories for OPA-DPO
Users that are interested in OPA-DPO are comparing it to the libraries listed below
Sorting:
- 🔥CVPR 2025 Multimodal Large Language Models Paper List☆154Updated 10 months ago
- ☆155Updated 11 months ago
- [NeurIPS 2025 Spotlight] Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning☆78Updated 4 months ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆205Updated 6 months ago
- This repository is the official implementation of "Look-Back: Implicit Visual Re-focusing in MLLM Reasoning".☆83Updated 6 months ago
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆77Updated 6 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆77Updated last year
- Latest open-source "Thinking with images" (O3/O4-mini) papers, covering training-free, SFT-based, and RL-enhanced methods for "fine-grain…☆110Updated 5 months ago
- [NeurIPS 2025] MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning☆95Updated 4 months ago
- [ICLR'25] Official code for the paper 'MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs'☆331Updated 9 months ago
- [CVPR' 25] Interleaved-Modal Chain-of-Thought☆104Updated 3 weeks ago
- Collections of Papers and Projects for Multimodal Reasoning.☆107Updated 9 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆162Updated last year
- [ECCV 2024] API: Attention Prompting on Image for Large Vision-Language Models☆109Updated last year
- [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding☆167Updated last month
- [CVPR 2025] RAP: Retrieval-Augmented Personalization☆78Updated 2 months ago
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆137Updated 5 months ago
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆185Updated 4 months ago
- ☆132Updated 10 months ago
- [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought …☆419Updated last year
- [CVPR 2025 Oral] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection☆133Updated 6 months ago
- Official codebase for the paper Latent Visual Reasoning☆98Updated 3 months ago
- GRPO Algorithm for Llava Architecture (Based on Verl)☆47Updated 8 months ago
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆104Updated 4 months ago
- Official codebase for the paper "Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space"☆54Updated last month
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆130Updated 4 months ago
- Interleaving Reasoning: Next-Generation Reasoning Systems for AGI☆240Updated 3 months ago
- Code for paper: Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection☆49Updated 10 months ago
- [ICCV 2025] VisRL: Intention-Driven Visual Perception via Reinforced Reasoning☆43Updated 2 months ago
- ☆110Updated last year