R1-Omni: Explainable Omni-Multimodal Emotion Recognition with Reinforcement Learning

7 March 2025

Papers citing "R1-Omni: Explainable Omni-Multimodal Emotion Recognition with Reinforcement Learning"

11 / 11 papers shown

Title
Reasoning BO: Enhancing Bayesian Optimization with Long-Context Reasoning Power of LLMs Zhuo Yang Lingli Ge Dong Han Tianfan Fu Yuqiang Li 22 0 0 19 May 2025
R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement Learning Yi-Fan Zhang Xingyu Lu X. Hu Chaoyou Fu Bin Wen ... Jianfei Chen Fan Yang Z. Zhang Tingting Gao Liang Wang OffRL LRM 48 0 0 05 May 2025
Relation-R1: Progressively Cognitive Chain-of-Thought Guided Reinforcement Learning for Unified Relation Comprehension Lin Li Wei Chen Jiahui Li Lu Chen Long Chen LRM 48 1 0 20 Apr 2025
VideoChat-R1: Enhancing Spatio-Temporal Perception via Reinforcement Fine-Tuning Xinhao Li Ziang Yan Desen Meng Lu Dong Xiangyu Zeng Yinan He Yishuo Wang Yu Qiao Yi Wang Limin Wang VLM AI4TS LRM 46 5 0 09 Apr 2025
SafeMLRM: Demystifying Safety in Multi-modal Large Reasoning Models Junfeng Fang Yansen Wang Ruipeng Wang Zijun Yao Kun Wang An Zhang Xuben Wang Tat-Seng Chua AAML LRM 75 4 0 09 Apr 2025
Exploring the Effect of Reinforcement Learning on Video Understanding: Insights from SEED-Bench-R1 Yi Chen Yuying Ge Rui Wang Yixiao Ge Lu Qiu Ying Shan Xihui Liu ReLM VLM OffRL LRM 64 2 0 31 Mar 2025
A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond Xiaoye Qu Yafu Li Zhaochen Su Weigao Sun Jianhao Yan ... Chaochao Lu Yue Zhang Xian-Sheng Hua Bowen Zhou Yu Cheng ReLM OffRL LRM 91 17 0 27 Mar 2025
Mind with Eyes: from Language Reasoning to Multimodal Reasoning Zhiyu Lin Yifei Gao Xian Zhao Yunfan Yang Jitao Sang LRM 57 3 0 23 Mar 2025
MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection Yibo Yan Shen Wang Jiahao Huo Philip S. Yu Xuming Hu Qingsong Wen 200 6 0 23 Mar 2025
Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning Nvidia A. Azzolini Junjie Bai Prithvijit Chattopadhyay Huayu Chen ... Xiaodong Yang Zhuolin Yang Jing Zhang Xiaohui Zeng Zhe Zhang AI4CE LM&Ro LRM 65 5 0 18 Mar 2025
Aligning Multimodal LLM with Human Preference: A Survey Tao Yu Yujie Zhang Chaoyou Fu Junkang Wu Jinda Lu ... Qingsong Wen Z. Zhang Yan Huang Liang Wang Tieniu Tan 209 2 0 18 Mar 2025