NeurIPS 2025 "visual reasoning" Papers
11 papers found
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
Yang Yue, Zhiqi Chen, Rui Lu et al.
NeurIPS 2025oralarXiv:2504.13837
483
citations
Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning
Tianyi Bai, Yuxuan Fan, Qiu Jiantao et al.
NeurIPS 2025posterarXiv:2506.07227
2
citations
Latent Chain-of-Thought for Visual Reasoning
Guohao Sun, Hang Hua, Jian Wang et al.
NeurIPS 2025posterarXiv:2510.23925
7
citations
Neurosymbolic Diffusion Models
Emile van Krieken, Pasquale Minervini, Edoardo Maria Ponti et al.
NeurIPS 2025posterarXiv:2505.13138
3
citations
Open Vision Reasoner: Transferring Linguistic Cognitive Behavior for Visual Reasoning
Yana Wei, Liang Zhao, Jianjian Sun et al.
NeurIPS 2025posterarXiv:2507.05255
14
citations
OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles
Yihe Deng, Hritik Bansal, Fan Yin et al.
NeurIPS 2025posterarXiv:2503.17352
15
citations
UniPixel: Unified Object Referring and Segmentation for Pixel-Level Visual Reasoning
Ye Liu, Zongyang Ma, Junfu Pu et al.
NeurIPS 2025posterarXiv:2509.18094
4
citations
VIKI‑R: Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning
Li Kang, Xiufeng Song, Heng Zhou et al.
NeurIPS 2025posterarXiv:2506.09049
8
citations
Visual Jenga: Discovering Object Dependencies via Counterfactual Inpainting
Anand Bhattad, Konpat Preechakul, Alexei Efros
NeurIPS 2025posterarXiv:2503.21770
8
citations
VisualQuality-R1: Reasoning-Induced Image Quality Assessment via Reinforcement Learning to Rank
Tianhe Wu, Jian Zou, Jie Liang et al.
NeurIPS 2025spotlightarXiv:2505.14460
30
citations
Visual Structures Help Visual Reasoning: Addressing the Binding Problem in LVLMs
Amirmohammad Izadi, Mohammadali Banayeeanzade, Fatemeh Askari et al.
NeurIPS 2025poster
1
citations