CrowdVLM-R1: Expanding R1 Ability to Vision Language Model for Crowd Counting using Fuzzy Group Relative Policy Reward

CrowdVLM-R1: Expanding R1 Ability to Vision Language Model for Crowd Counting using Fuzzy Group Relative Policy Reward

31 March 2025

Papers citing "CrowdVLM-R1: Expanding R1 Ability to Vision Language Model for Crowd Counting using Fuzzy Group Relative Policy Reward"

10 / 10 papers shown

Title
Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models Haoyuan Sun Jiaqi Wu Bo Xia Yifu Luo Yifei Zhao Kai Qin Xufei Lv Tiantian Zhang Yongzhe Chang Xueqian Wang OffRL LRM 61 0 0 24 May 2025
Sailing AI by the Stars: A Survey of Learning from Rewards in Post-Training and Test-Time Scaling of Large Language Models Xiaobao Wu LRM 100 3 0 05 May 2025
Vision-R1: Evolving Human-Free Alignment in Large Vision-Language Models via Vision-Guided Reinforcement Learning Yufei Zhan Yousong Zhu Shurong Zheng Hongyin Zhao Fan Yang Ming Tang Jinqiao Wang VLM 74 12 0 23 Mar 2025
R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization Jingyi Zhang Jiaxing Huang Huanjin Yao Shunyu Liu Xikun Zhang Shijian Lu Dacheng Tao LRM 98 45 0 17 Mar 2025
MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning Jiazhen Pan Che Liu Junde Wu Fenglin Liu Jiayuan Zhu Hongwei Bran Li Chen Chen Cheng Ouyang Daniel Rueckert LRM LM&MA VLM 103 24 0 26 Feb 2025
Mask Focal Loss: A unifying framework for dense crowd counting with canonical object detection networks Xiaopin Zhong Guan Wang Weixiang Liu Zongze Wu Yuanlong Deng 76 6 0 22 Dec 2022
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 394 28,659 0 26 Feb 2021
Context-Aware Crowd Counting Weizhe Liu Mathieu Salzmann Pascal Fua 3DV HAI 32 576 0 26 Nov 2018
Switching Convolutional Neural Network for Crowd Counting Deepak Babu Sam Shiv Surya R. Venkatesh Babu 49 885 0 01 Aug 2017
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 181 18,685 0 20 Jul 2017

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.