CVPR

Commonsense Video Question Answering through Video-Grounded Entailment Tree Reasoning

Huabin Liu, Filip Ilievski, Cees G. M. Snoek

Comments Accepted by CVPR 2025

IDOL: Instant Photorealistic 3D Human Creation from a Single Image

Yiyu Zhuang, Jiaxi Lv, Hao Wen, Qing Shuai, Ailing Zeng, Hao Zhu, Shifeng Chen, Yujiu Yang, Xun Cao, Wei Liu

Comments 22 pages, 16 figures, includes main content, supplementary materials, and references

Journal ref CVPR 2025

RelationField: Relate Anything in Radiance Fields

Sebastian Koch, Johanna Wald, Mirco Colosi, Narunas Vaskevicius, Pedro Hermosilla, Federico Tombari, Timo Ropinski

Comments CVPR 2025. Project page: https://relationfield.github.io

3DGUT: Enabling Distorted Cameras and Secondary Rays in Gaussian Splatting

Qi Wu, Janick Martinez Esturo, Ashkan Mirzaei, Nicolas Moenne-Loccoz, Zan Gojcic

Comments Our paper has been accepted by CVPR 2025. For more details and updates, please visit our project website: https://research.nvidia.com/labs/toronto-ai/3DGUT

Empowering LLMs to Understand and Generate Complex Vector Graphics

Ximing Xing, Juncheng Hu, Guotao Liang, Jing Zhang, Dong Xu, Qian Yu

Comments Accepted by CVPR 2025. Project Page: https://ximinng.github.io/LLM4SVGProject/

On-Device Self-Supervised Learning of Low-Latency Monocular Depth from Only Events

Jesse Hagenaars, Yilun Wu, Federico Paredes-Vallés, Stein Stroobants, Guido de Croon

Comments Accepted at CVPR 2025

TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model

Meilong Xu, Saumya Gupta, Xiaoling Hu, Chen Li, Shahira Abousamra, Dimitris Samaras, Prateek Prasanna, Chao Chen

Comments Accepted by CVPR 2025. 15 pages, 8 figures

SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation

Leigang Qu, Haochuan Li, Wenjie Wang, Xiang Liu, Juncheng Li, Liqiang Nie, Tat-Seng Chua

Comments CVPR 2025 Camera-ready. Project page: https://silmm.github.io/

HeatFormer: A Neural Optimizer for Multiview Human Mesh Recovery

Yuto Matsubara, Ko Nishino

Comments To be published in CVPR 2025

CrossSDF: 3D Reconstruction of Thin Structures From Cross-Sections

Thomas Walker, Salvatore Esposito, Daniel Rebain, Amir Vaxman, Arno Onken, Changjian Li, Oisin Mac Aodha

Journal ref 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Generative Photography: Scene-Consistent Camera Control for Realistic Text-to-Image Synthesis

Yu Yuan, Xijun Wang, Yichen Sheng, Prateek Chennuri, Xingguang Zhang, Stanley Chan

Comments Accepted by CVPR 2025. Project page: https://generative-photography.github.io/project/

ShowHowTo: Generating Scene-Conditioned Step-by-Step Visual Instructions

Tomáš Souček, Prajwal Gatti, Michael Wray, Ivan Laptev, Dima Damen, Josef Sivic

Comments CVPR 2025

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation

Shuling Zhao, Fa-Ting Hong, Xiaoshui Huang, Dan Xu

Comments Accepted by CVPR 2025. Project page: https://shaelynz.github.io/synergize-motion-appearance/

Self-Cross Diffusion Guidance for Text-to-Image Synthesis of Similar Subjects

Weimin Qiu, Jieke Wang, Meng Tang

Comments Conference on Computer Vision and Pattern Recognition (CVPR), 2025

Helvipad: A Real-World Dataset for Omnidirectional Stereo Depth Estimation

Mehdi Zayene, Jannik Endres, Albias Havolli, Charles Corbière, Salim Cherkaoui, Alexandre Kontouli, Alexandre Alahi

Comments Accepted to CVPR 2025. Project page: https://vita-epfl.github.io/Helvipad

Unveil Inversion and Invariance in Flow Transformer for Versatile Image Editing

Pengcheng Xu, Boyuan Jiang, Xiaobin Hu, Donghao Luo, Qingdong He, Jiangning Zhang, Chengjie Wang, Yunsheng Wu, Charles Ling, Boyu Wang

Comments CVPR 2025 Page: https://pengchengpcx.github.io/EditFT/

Improving Transferable Targeted Attacks with Feature Tuning Mixup

Kaisheng Liang, Xuelong Dai, Yanjie Li, Dong Wang, Bin Xiao

Comments CVPR 2025

Towards Unbiased and Robust Spatio-Temporal Scene Graph Generation and Anticipation

Rohith Peddi, Saurabh, Ayush Abhay Shrivastava, Parag Singla, Vibhav Gogate

Comments CVPR 2025

DynFocus: Dynamic Cooperative Network Empowers LLMs with Video Understanding

Yudong Han, Qingpei Guo, Liyuan Pan, Liu Liu, Yu Guan, Ming Yang

Comments Accepted by CVPR 25

Forming Auxiliary High-confident Instance-level Loss to Promote Learning from Label Proportions

Tianhao Ma, Han Chen, Juncheng Hu, Yungang Zhu, Ximing Li

Comments Accepted as a conference paper at CVPR 2025

SpectroMotion: Dynamic 3D Reconstruction of Specular Scenes

Cheng-De Fan, Chen-Wei Chang, Yi-Ruei Liu, Jie-Ying Lee, Jiun-Long Huang, Yu-Chee Tseng, Yu-Lun Liu

Comments Paper accepted to CVPR 2025. Project page: https://cdfan0627.github.io/spectromotion/

DepthSplat: Connecting Gaussian Splatting and Depth

Haofei Xu, Songyou Peng, Fangjinhua Wang, Hermann Blum, Daniel Barath, Andreas Geiger, Marc Pollefeys

Comments CVPR 2025, Project page: https://haofeixu.github.io/depthsplat/, Code: https://github.com/cvg/depthsplat

Lessons and Insights from a Unifying Study of Parameter-Efficient Fine-Tuning (PEFT) in Visual Recognition

Zheda Mai, Ping Zhang, Cheng-Hao Tu, Hong-You Chen, Li Zhang, Wei-Lun Chao

Comments CVPR 2025. The code is available at https://github.com/OSU-MLB/ViT_PEFT_Vision

WonderWorld: Interactive 3D Scene Generation from a Single Image

Hong-Xing Yu, Haoyi Duan, Charles Herrmann, William T. Freeman, Jiajun Wu

Comments CVPR 2025. Project website: https://kovenyu.com/WonderWorld/. The first two authors contributed equally

DeNVeR: Deformable Neural Vessel Representations for Unsupervised Video Vessel Segmentation

Chun-Hung Wu, Shih-Hong Chen, Chih-Yao Hu, Hsin-Yu Wu, Kai-Hsin Chen, Yu-You Chen, Chih-Hai Su, Chih-Kuo Lee, Yu-Lun Liu

Comments Paper accepted to CVPR 2025. Project page: https://kirito878.github.io/DeNVeR/

CSCO: Connectivity Search of Convolutional Operators

Tunhou Zhang, Shiyu Li, Hsin-Pai Cheng, Feng Yan, Hai Li, Yiran Chen

Comments Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops (2024)

Masking meets Supervision: A Strong Learning Alliance

Byeongho Heo, Taekyung Kim, Sangdoo Yun, Dongyoon Han

Comments Accepted to CVPR 2025

Seeing Speech and Sound: Distinguishing and Locating Audios in Visual Scenes

Hyeonggon Ryu, Seongyu Kim, Joon Son Chung, Arda Senocak

Comments CVPR 2025

Enhanced OoD Detection through Cross-Modal Alignment of Multi-Modal Representations

Jeonghyeon Kim, Sangheum Hwang

Comments CVPR 2025

Change3D: Revisiting Change Detection and Captioning from A Video Modeling Perspective

Duowang Zhu, Xiaohu Huang, Haiyan Huang, Hao Zhou, Zhenfeng Shao

Comments conference paper, accepted by CVPR 2025