Computer Vision and Pattern Recognition

Authors and titles for recent submissions

• Mon, 29 Sep 2025
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Mon, 29 Sep 2025 (showing first 50 of 190 entries )

[1] arXiv:2509.22650 [pdf, html, other]

Title: RefAM: Attention Magnets for Zero-Shot Referral Segmentation

Anna Kukleva, Enis Simsar, Alessio Tonioni, Muhammad Ferjad Naeem, Federico Tombari, Jan Eric Lenssen, Bernt Schiele

Comments: Project Page: this https URL

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[2] arXiv:2509.22647 [pdf, html, other]

Title: CapRL: Stimulating Dense Image Caption Capabilities via Reinforcement Learning

Long Xing, Xiaoyi Dong, Yuhang Zang, Yuhang Cao, Jianze Liang, Qidong Huang, Jiaqi Wang, Feng Wu, Dahua Lin

Comments: Code is available at this https URL

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)

[3] arXiv:2509.22646 [pdf, html, other]

Title: Learning Human-Perceived Fakeness in AI-Generated Videos via Multimodal LLMs

Xingyu Fu, Siyi Liu, Yinuo Xu, Pan Lu, Guangqiuse Hu, Tianbo Yang, Taran Anantasagar, Christopher Shen, Yikai Mao, Yuanzhe Liu, Keyush Shah, Chung Un Lee, Yejin Choi, James Zou, Dan Roth, Chris Callison-Burch

Comments: Project Page: this https URL

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)

[4] arXiv:2509.22645 [pdf, html, other]

Title: Hierarchical Representation Matching for CLIP-based Class-Incremental Learning

Zhen-Hao Wen, Yan Wang, Ji Feng, Han-Jia Ye, De-Chuan Zhan, Da-Wei Zhou

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)

[5] arXiv:2509.22636 [pdf, html, other]

Title: Scale-Wise VAR is Secretly Discrete Diffusion

Amandeep Kumar, Nithin Gopalakrishnan Nair, Vishal M. Patel

Comments: Technical Reports

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[6] arXiv:2509.22635 [pdf, html, other]

Title: Training-Free Synthetic Data Generation with Dual IP-Adapter Guidance

Luc Boudier, Loris Manganelli, Eleftherios Tsonis, Nicolas Dufour, Vicky Kalogeiton

Comments: BMVC 2025. Project page: this https URL

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[7] arXiv:2509.22631 [pdf, html, other]

Title: LABELING COPILOT: A Deep Research Agent for Automated Data Curation in Computer Vision

Debargha Ganguly, Sumit Kumar, Ishwar Balappanawar, Weicong Chen, Shashank Kambhatla, Srinivasan Iyengar, Shivkumar Kalyanaraman, Ponnurangam Kumaraguru, Vipin Chaudhary

Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)

[8] arXiv:2509.22628 [pdf, html, other]

Title: UML-CoT: Structured Reasoning and Planning with Unified Modeling Language for Robotic Room Cleaning

Hongyu Chen, Guangrun Wang

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[9] arXiv:2509.22627 [pdf, html, other]

Title: CCNeXt: An Effective Self-Supervised Stereo Depth Estimation Approach

Alexandre Lopes, Roberto Souza, Helio Pedrini

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[10] arXiv:2509.22624 [pdf, html, other]

Title: SPARK: Synergistic Policy And Reward Co-Evolving Framework

Ziyu Liu, Yuhang Zang, Shengyuan Ding, Yuhang Cao, Xiaoyi Dong, Haodong Duan, Dahua Lin, Jiaqi Wang

Comments: Project:this https URL

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[11] arXiv:2509.22622 [pdf, html, other]

Title: LongLive: Real-time Interactive Long Video Generation

Shuai Yang, Wei Huang, Ruihang Chu, Yicheng Xiao, Yuyang Zhao, Xianbang Wang, Muyang Li, Enze Xie, Yingcong Chen, Yao Lu, Song Han, Yukang Chen

Comments: Code, model, and demos are available at this https URL

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[12] arXiv:2509.22615 [pdf, html, other]

Title: Vision-Language Alignment from Compressed Image Representations using 2D Gaussian Splatting

Yasmine Omri, Connor Ding, Tsachy Weissman, Thierry Tambe

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)

[13] arXiv:2509.22581 [pdf, html, other]

Title: SpikeMatch: Semi-Supervised Learning with Temporal Dynamics of Spiking Neural Networks

Jini Yang, Beomseok Oh, Seungryong Kim, Sunok Kim

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[14] arXiv:2509.22548 [pdf, html, other]

Title: JanusVLN: Decoupling Semantics and Spatiality with Dual Implicit Memory for Vision-Language Navigation

Shuang Zeng, Dekang Qi, Xinyuan Chang, Feng Xiong, Shichao Xie, Xiaolong Wu, Shiyi Liang, Mu Xu, Xing Wei

Comments: Project page: this https URL

Subjects: Computer Vision and Pattern Recognition (cs.CV); Robotics (cs.RO)

[15] arXiv:2509.22544 [pdf, html, other]

Title: HyCoVAD: A Hybrid SSL-LLM Model for Complex Video Anomaly Detection

Mohammad Mahdi Hemmatyar, Mahdi Jafari, Mohammad Amin Yousefi, Mohammad Reza Nemati, Mobin Azadani, Hamid Reza Rastad, Amirmohammad Akbari

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[16] arXiv:2509.22542 [pdf, html, other]

Title: Category Discovery: An Open-World Perspective

Zhenqi He, Yuanpei Liu, Kai Han

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[17] arXiv:2509.22527 [pdf, html, other]

Title: EfficientDepth: A Fast and Detail-Preserving Monocular Depth Estimation Model

Andrii Litvynchuk, Ivan Livinsky, Anand Ravi, Nima Kalantari, Andrii Tsarov

Comments: 12 pages, 7 figures, 5 tables

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[18] arXiv:2509.22524 [pdf, other]

Title: Color Names in Vision-Language Models

Alexandra Gomez-Villa, Pablo Hernández-Cámara, Muhammad Atif Butt, Valero Laparra, Jesus Malo, Javier Vazquez-Corral

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[19] arXiv:2509.22496 [pdf, html, other]

Title: Where MLLMs Attend and What They Rely On: Explaining Autoregressive Token Generation

Ruoyu Chen, Xiaoqing Guo, Kangwei Liu, Siyuan Liang, Shiming Liu, Qunli Zhang, Hua Zhang, Xiaochun Cao

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[20] arXiv:2509.22485 [pdf, html, other]

Title: Group Critical-token Policy Optimization for Autoregressive Image Generation

Guohui Zhang, Hu Yu, Xiaoxiao Ma, JingHao Zhang, Yaning Pan, Mingde Yao, Jie Xiao, Linjiang Huang, Feng Zhao

Comments: Code is available at this https URL

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[21] arXiv:2509.22481 [pdf, html, other]

Title: PSTTS: A Plug-and-Play Token Selector for Efficient Event-based Spatio-temporal Representation Learning

Xiangmo Zhao, Nan Yang, Yang Wang, Zhanwen Liu

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[22] arXiv:2509.22476 [pdf, html, other]

Title: Bézier Meets Diffusion: Robust Generation Across Domains for Medical Image Segmentation

Chen Li, Meilong Xu, Xiaoling Hu, Weimin Lyu, Chao Chen

Comments: 17 pages, 7 figures

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[23] arXiv:2509.22450 [pdf, html, other]

Title: SSVIF: Self-Supervised Segmentation-Oriented Visible and Infrared Image Fusion

Zixian Zhao, Xingchen Zhang

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[24] arXiv:2509.22448 [pdf, html, other]

Title: $γ$-Quant: Towards Learnable Quantization for Low-bit Pattern Recognition

Mishal Fatima, Shashank Agnihotri, Marius Bock, Kanchana Vaishnavi Gandikota, Kristof Van Laerhoven, Michael Moeller, Margret Keuper

Comments: Accepted at DAGM GCPR 2025

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[25] arXiv:2509.22444 [pdf, html, other]

Title: U-MAN: U-Net with Multi-scale Adaptive KAN Network for Medical Image Segmentation

Bohan Huang, Qianyun Bao, Haoyuan Ma

Comments: 5 pages

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[26] arXiv:2509.22415 [pdf, html, other]

Title: Explaining multimodal LLMs via intra-modal token interactions

Jiawei Liang, Ruoyu Chen, Xianghao Jiao, Siyuan Liang, Shiming Liu, Qunli Zhang, Zheng Hu, Xiaochun Cao

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)

[27] arXiv:2509.22414 [pdf, html, other]

Title: LucidFlux: Caption-Free Universal Image Restoration via a Large-Scale Diffusion Transformer

Song Fei, Tian Ye, Lujia Wang, Lei Zhu

Comments: Project Page: this https URL

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[28] arXiv:2509.22412 [pdf, html, other]

Title: FreqDebias: Towards Generalizable Deepfake Detection via Consistency-Driven Frequency Debiasing

Hossein Kashiani, Niloufar Alipour Talemi, Fatemeh Afghah

Comments: Accepted to the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2025)

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[29] arXiv:2509.22404 [pdf, html, other]

Title: RAU: Reference-based Anatomical Understanding with Vision Language Models

Yiwei Li, Yikang Liu, Jiaqi Guo, Lin Zhao, Zheyuan Zhang, Xiao Chen, Boris Mailhe, Ankush Mukherjee, Terrence Chen, Shanhui Sun

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)

[30] arXiv:2509.22400 [pdf, html, other]

Title: Closing the Safety Gap: Surgical Concept Erasure in Visual Autoregressive Models

Xinhao Zhong, Yimin Zhou, Zhiqi Zhang, Junhao Li, Yi Sun, Bin Chen, Shu-Tao Xia, Ke Xu

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[31] arXiv:2509.22399 [pdf, html, other]

Title: Integrating Background Knowledge in Medical Semantic Segmentation with Logic Tensor Networks

Luca Bergamin, Giovanna Maria Dimitri, Fabio Aiolli

Comments: Accepted at TAIM@IJCNN 2025

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[32] arXiv:2509.22393 [pdf, html, other]

Title: Text Adversarial Attacks with Dynamic Outputs

Wenqiang Wang, Siyuan Liang, Xiao Yan, Xiaochun Cao

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[33] arXiv:2509.22392 [pdf, other]

Title: Gradient-based multi-focus image fusion with focus-aware saliency enhancement

Haoyu Li, XiaoSong Li

Comments: iCIG 2025

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[34] arXiv:2509.22383 [pdf, html, other]

Title: GPT-4 for Occlusion Order Recovery

Kaziwa Saleh, Zhyar Rzgar K Rostam, Sándor Szénási, Zoltán Vámossy

Comments: 6 pages, 4 figures

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[35] arXiv:2509.22377 [pdf, html, other]

Title: Effectiveness of Large Multimodal Models in Detecting Disinformation: Experimental Results

Yasmina Kheddache, Marc Lalonde

Comments: 9 pages

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[36] arXiv:2509.22365 [pdf, html, other]

Title: HierLight-YOLO: A Hierarchical and Lightweight Object Detection Network for UAV Photography

Defan Chen, Yaohua Hu, Luchan Zhang

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[37] arXiv:2509.22339 [pdf, html, other]

Title: CircuitSense: A Hierarchical Circuit System Benchmark Bridging Visual Comprehension and Symbolic Reasoning in Engineering Design Process

Arman Akbari, Jian Gao, Yifei Zou, Mei Yang, Jinru Duan, Dmitrii Torbunov, Yanzhi Wang, Yihui Ren, Xuan Zhang

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[38] arXiv:2509.22331 [pdf, html, other]

Title: Pedestrian Attribute Recognition via Hierarchical Cross-Modality HyperGraph Learning

Xiao Wang, Shujuan Wu, Xiaoxia Cheng, Changwei Bi, Jin Tang, Bin Luo

Comments: The First Work that Exploits Multi-modal Knowledge Graph for Pedestrian Attribute Recognition

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)

[39] arXiv:2509.22323 [pdf, html, other]

Title: RAPID^3: Tri-Level Reinforced Acceleration Policies for Diffusion Transformer

Wangbo Zhao, Yizeng Han, Zhiwei Tang, Jiasheng Tang, Pengfei Zhou, Kai Wang, Bohan Zhuang, Zhangyang Wang, Fan Wang, Yang You

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[40] arXiv:2509.22318 [pdf, html, other]

Title: NIFTY: a Non-Local Image Flow Matching for Texture Synthesis

Pierrick Chatillon, Julien Rabin, David Tschumperlé

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[41] arXiv:2509.22307 [pdf, other]

Title: Johnson-Lindenstrauss Lemma Guided Network for Efficient 3D Medical Segmentation

Jinpeng Lu, Linghan Cai, Yinda Chen, Guo Tang, Songhan Jiang, Haoyuan Shi, Zhiwei Xiong

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[42] arXiv:2509.22300 [pdf, other]

Title: HiGS: History-Guided Sampling for Plug-and-Play Enhancement of Diffusion Models

Seyedmorteza Sadat, Farnood Salehi, Romann M. Weber

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[43] arXiv:2509.22292 [pdf, other]

Title: Jailbreaking on Text-to-Video Models via Scene Splitting Strategy

Wonjun Lee, Haon Park, Doehyeon Lee, Bumsub Ham, Suhyun Kim

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)

[44] arXiv:2509.22283 [pdf, html, other]

Title: Rule-Based Reinforcement Learning for Document Image Classification with Vision Language Models

Michael Jungo, Andreas Fischer

Comments: Code available at this https URL

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[45] arXiv:2509.22281 [pdf, html, other]

Title: MesaTask: Towards Task-Driven Tabletop Scene Generation via 3D Spatial Reasoning

Jinkun Hao, Naifu Liang, Zhen Luo, Xudong Xu, Weipeng Zhong, Ran Yi, Yichen Jin, Zhaoyang Lyu, Feng Zheng, Lizhuang Ma, Jiangmiao Pang

Comments: Accepted by NeurIPS 2025; Project page: this https URL

Subjects: Computer Vision and Pattern Recognition (cs.CV); Robotics (cs.RO)

[46] arXiv:2509.22276 [pdf, html, other]

Title: GS-2M: Gaussian Splatting for Joint Mesh Reconstruction and Material Decomposition

Dinh Minh Nguyen, Malte Avenhaus, Thomas Lindemeier

Comments: 13 pages, 10 figures

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[47] arXiv:2509.22262 [pdf, html, other]

Title: UniMapGen: A Generative Framework for Large-Scale Map Construction from Multi-modal Data

Yujian Yuan, Changjie Wu, Xinyuan Chang, Sijin Wang, Hang Zhang, Shiyi Liang, Shuang Zeng, Mu Xu

Comments: 17 pages, 10 figures

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[48] arXiv:2509.22258 [pdf, html, other]

Title: Beyond Classification Accuracy: Neural-MedBench and the Need for Deeper Reasoning Benchmarks

Miao Jing, Mengting Jia, Junling Lin, Zhongxia Shen, Lijun Wang, Yuanyuan Peng, Huan Gao, Mingkun Xu, Shangyang Li

Comments: 23 pages, 12 figures

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)

[49] arXiv:2509.22244 [pdf, html, other]

Title: FlashEdit: Decoupling Speed, Structure, and Semantics for Precise Image Editing

Junyi Wu, Zhiteng Li, Haotong Qin, Xiaohong Liu, Linghe Kong, Yulun Zhang, Xiaokang Yang

Comments: Our code will be made publicly available at this https URL

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[50] arXiv:2509.22229 [pdf, html, other]

Title: A Tale of Two Experts: Cooperative Learning for Source-Free Unsupervised Domain Adaptation

Jiaping Yu, Muli Yang, Jiapeng Ji, Jiexi Yan, Cheng Deng

Subjects: Computer Vision and Pattern Recognition (cs.CV)