NUS-TRAIL / NoisyRolloutLinks
[NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation
☆95Updated last month
Alternatives and similar repositories for NoisyRollout
Users that are interested in NoisyRollout are comparing it to the libraries listed below
Sorting:
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]☆164Updated 5 months ago
- A Self-Training Framework for Vision-Language Reasoning☆86Updated 9 months ago
- ☆98Updated 10 months ago
- Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"☆95Updated 2 months ago
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆80Updated last month
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆109Updated 5 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆70Updated last year
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆133Updated 3 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆80Updated 2 weeks ago
- [TMLR 25] SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆139Updated last month
- ☆46Updated 7 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆83Updated last year
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆57Updated 11 months ago
- [NeurIPS 2025] MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning☆86Updated last month
- A RLHF Infrastructure for Vision-Language Models☆186Updated 11 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆97Updated last year
- MM-PRM: Enhancing Multimodal Mathematical Reasoning with Scalable Step-Level Supervision☆25Updated 5 months ago
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo …☆83Updated 9 months ago
- Doodling our way to AGI ✏️ 🖼️ 🧠☆112Updated 5 months ago
- G1: Bootstrapping Perception and Reasoning Abilities of Vision-Language Model via Reinforcement Learning☆88Updated 5 months ago
- This repository will continuously update the latest papers, technical reports, benchmarks about multimodal reasoning!☆53Updated 7 months ago
- ☆84Updated last year
- Official implementation of "Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Methodology"☆70Updated last week
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆198Updated last year
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆74Updated 4 months ago
- ☆45Updated 10 months ago
- Research works from Tencent AI Lab regarding self-evolving agents☆64Updated 2 months ago
- Official implement of MIA-DPO☆67Updated 9 months ago
- [CVPR'2025] VoCo-LLaMA: This repo is the official implementation of "VoCo-LLaMA: Towards Vision Compression with Large Language Models".☆194Updated 4 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆55Updated last year