CVPR

5,589 papers tracked across 2 years

Top Papers in CVPR 2025

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#1

Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis

Chaoyou Fu, Yuhan Dai, Yongdong Luo et al.

CVPR 2025
917
citations
#2

VGGT: Visual Geometry Grounded Transformer

Jianyuan Wang, Minghao Chen, Nikita Karaev et al.

CVPR 2025
612
citations
#3

Structured 3D Latents for Scalable and Versatile 3D Generation

Jianfeng XIANG, Zelong Lv, Sicheng Xu et al.

CVPR 2025
434
citations
#4

Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces

Jihan Yang, Shusheng Yang, Anjali W. Gupta et al.

CVPR 2025
371
citations
#5

Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation

Chengyue Wu, Xiaokang Chen, Zhiyu Wu et al.

CVPR 2025
293
citations
#6

OmniGen: Unified Image Generation

Shitao Xiao, Yueze Wang, Junjie Zhou et al.

CVPR 2025
271
citations
#7

MambaVision: A Hybrid Mamba-Transformer Vision Backbone

Ali Hatamizadeh, Jan Kautz

CVPR 2025
264
citations
#8

Continuous 3D Perception Model with Persistent State

Qianqian Wang, Yifei Zhang, Aleksander Holynski et al.

CVPR 2025
250
citations
#9

CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models

Qingqing Zhao, Yao Lu, Moo Jin Kim et al.

CVPR 2025
245
citations
#10

Infinity∞: Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis

Jian Han, Jinlai Liu, Yi Jiang et al.

CVPR 2025
201
citations
#11

MambaOut: Do We Really Need Mamba for Vision?

Weihao Yu, Xinchao Wang

CVPR 2025
193
citations
#12

Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models

Jingfeng Yao, Bin Yang, Xinggang Wang

CVPR 2025
184
citations
#13

Fast3R: Towards 3D Reconstruction of 1000+ Images in One Forward Pass

Jianing "Jed" Yang, Alexander Sax, Kevin Liang et al.

CVPR 2025
180
citations
#14

StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text

Roberto Henschel, Levon Khachatryan, Hayk Poghosyan et al.

CVPR 2025
164
citations
#15

DiffusionDrive: Truncated Diffusion Model for End-to-End Autonomous Driving

Bencheng Liao, Shaoyu Chen, haoran yin et al.

CVPR 2025
164
citations
#16

MoGe: Unlocking Accurate Monocular Geometry Estimation for Open-Domain Images with Optimal Training Supervision

Ruicheng Wang, Sicheng Xu, Cassie Lee Dai et al.

CVPR 2025
162
citations
#17

DepthCrafter: Generating Consistent Long Depth Sequences for Open-world Videos

Wenbo Hu, Xiangjun Gao, Xiaoyu Li et al.

CVPR 2025
158
citations
#18

NVILA: Efficient Frontier Visual Language Models

Zhijian Liu, Ligeng Zhu, Baifeng Shi et al.

CVPR 2025
157
citations
#19

VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos

Ziyang Wang, Shoubin Yu, Elias Stengel-Eskin et al.

CVPR 2025
156
citations
#20

Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding

Yan Shu, Zheng Liu, Peitian Zhang et al.

CVPR 2025
155
citations