CVPR 2025

2,871 papers

Perceptual Inductive Bias Is What You Need Before Contrastive Learning

Junru Zhao, Tianqin Li, Dunhan Jiang, Shenghao Wu, Alan Ramirez

COAP: Memory-Efficient Training with Correlation-Aware Gradient Projection

Jinqi Xiao, Shen Sang, Tiancheng Zhi, Jing Liu, Qing Yan

Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You Need

Qiang Wang, Xiang Song, Yuhang He, Jizhou Han, Chenhao Ding

Prompt2Perturb (P2P): Text-Guided Diffusion-Based Adversarial Attack on Breast Ultrasound Images

Yasamin Medghalchi, Moein Heidari, Clayton Allard, Leonid Sigal, Ilker Hacihaliloglu

From Alexnet to Transformers: Measuring the Non-linearity of Deep Neural Networks with Affine Optimal Transport

Quentin Bouniot, Ievgen Redko, Anton Mallasto, Charlotte Laclau, Oliver Struckmeier

Spatial Transport Optimization by Repositioning Attention Map for Training-Free Text-to-Image Synthesis

Woojung Han, Yeonkyung Lee, Chanyoung Kim, Kwanghyun Park, Seong Jae Hwang

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

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

DPU: Dynamic Prototype Updating for Multimodal Out-of-Distribution Detection

Shawn Li, Huixian Gong, Hao Dong, Tiankai Yang, Zhengzhong Tu

Bridging Viewpoint Gaps: Geometric Reasoning Boosts Semantic Correspondence

Qiyang Qian, Hansheng Chen, Masayoshi Tomizuka, Kurt Keutzer, Qianqian Wang

SemAlign3D: Semantic Correspondence between RGB-Images through Aligning 3D Object-Class Representations

Krispin Wandel, Hesheng Wang

Revisiting Generative Replay for Class Incremental Object Detection

Shizhou Zhang, Xueqiang Lv, Yinghui Xing, Qirui Wu, Di Xu

DSV-LFS: Unifying LLM-Driven Semantic Cues with Visual Features for Robust Few-Shot Segmentation

Amin Karimi, Charalambos Poullis

SeqAfford: Sequential 3D Affordance Reasoning via Multimodal Large Language Model

Chunlin Yu, Hanqing Wang, Ye Shi, Haoyang Luo, Sibei Yang

Enhancing Diversity for Data-free Quantization

KAI ZHAO, Zhihao Zhuang, Miao Zhang, Chenjuan Guo, Yang Shu

Feature Information Driven Position Gaussian Distribution Estimation for Tiny Object Detection

Jinghao Bian, Mingtao Feng, Weisheng Dong, Fangfang Wu, Jianqiao Luo

Harnessing Frozen Unimodal Encoders for Flexible Multimodal Alignment

Mayug Maniparambil, Raiymbek Akshulakov, Yasser Abdelaziz Dahou Djilali, Sanath Narayan, Ankit Singh

Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation

Bolin Lai, Felix Juefei-Xu, Miao Liu, Xiaoliang Dai, Nikhil Mehta

Targeted Forgetting of Image Subgroups in CLIP Models

Zeliang Zhang, Gaowen Liu, Charles Fleming, Ramana Rao Kompella, Chenliang Xu

Channel-wise Noise Scheduled Diffusion for Inverse Rendering in Indoor Scenes

JunYong Choi, Min-Cheol Sagong, SeokYeong Lee, Seung-Won Jung, Ig-Jae Kim

Unbiased Video Scene Graph Generation via Visual and Semantic Dual Debiasing

Yanjun Li, Zhaoyang Li, Honghui Chen, Lizhi Xu

AdMiT: Adaptive Multi-Source Tuning in Dynamic Environments

Xiangyu Chang, Fahim Faisal Niloy, Sk Miraj Ahmed, Srikanth V. Krishnamurthy, Basak Guler

EdgeMovingNet: Edge-preserving Point Cloud Reconstruction via Joint Geometry Features

Xinran Yang, Donghao Ji, Yuanqi Li, Junyuan Xie, Jie Guo

Language-Assisted Debiasing and Smoothing for Foundation Model-Based Semi-Supervised Learning

Na Zheng, Xuemeng Song, Xue Dong, Aashish Nikhil Ghosh, Liqiang Nie

FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation

Dong Zhao, Jinlong Li, Shuang Wang, Mengyao Wu, Qi Zang

Towards Autonomous Micromobility through Scalable Urban Simulation

Wayne Wu, Honglin He, Chaoyuan Zhang, Jack He, Seth Z. Zhao

Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding

Feilong Tang, Chengzhi Liu, Zhongxing Xu, Ming Hu, Zile Huang

DiskVPS: Vanishing Point Detector via Hough Transform in a Disk Region

Jianping Wu

UIBDiffusion: Universal Imperceptible Backdoor Attack for Diffusion Models

Yuning Han, Bingyin Zhao, Rui Chu, Feng Luo, Biplab Sikdar

GaussHDR: High Dynamic Range Gaussian Splatting via Learning Unified 3D and 2D Local Tone Mapping

Jinfeng Liu, Lingtong Kong, Bo Li, Dan Xu

HumanRig: Learning Automatic Rigging for Humanoid Character in a Large Scale Dataset

Zedong Chu, Feng Xiong, Meiduo Liu, Jinzhi Zhang, Mingqi Shao

PointLoRA: Low-Rank Adaptation with Token Selection for Point Cloud Learning

Song Wang, Xiaolu Liu, Lingdong Kong, Jianyun Xu, Chunyong Hu

Video Depth without Video Models

Bingxin Ke, Dominik Narnhofer, Shengyu Huang, Lei Ke, Torben Peters

Adaptive Rectangular Convolution for Remote Sensing Pansharpening

Xueyang Wang, Zhixin Zheng, Jiandong Shao, Yule Duan, Liang-Jian Deng

DEFOM-Stereo: Depth Foundation Model Based Stereo Matching

Hualie Jiang, Zhiqiang Lou, Laiyan Ding, Rui Xu, Minglang Tan

Multitwine: Multi-Object Compositing with Text and Layout Control

Gemma Canet Tarrés, Zhe Lin, Zhifei Zhang, He Zhang, Andrew Gilbert

Sonic: Shifting Focus to Global Audio Perception in Portrait Animation

Xiaozhong Ji, Xiaobin Hu, Zhihong Xu, Junwei Zhu, Chuming Lin

Question-Aware Gaussian Experts for Audio-Visual Question Answering

Hongyeob Kim, Inyoung Jung, Dayoon Suh, Youjia Zhang, Sangmin Lee

Multi-modal Topology-embedded Graph Learning for Spatially Resolved Genes Prediction from Pathology Images with Prior Gene Similarity Information

Hang Shi, Changxi Chi, Peng Wan, Daoqiang Zhang, Wei Shao

The PanAf-FGBG Dataset: Understanding the Impact of Backgrounds in Wildlife Behaviour Recognition

Otto Brookes, Maksim Kukushkin, Majid Mirmehdi, Colleen Stephens, Paula Dieguez

GenFusion: Closing the Loop between Reconstruction and Generation via Videos

Sibo Wu, Congrong Xu, Binbin Huang, Andreas Geiger, Anpei Chen

SocialGesture: Delving into Multi-person Gesture Understanding

Xu Cao, Pranav Virupaksha, Wenqi Jia, Bolin Lai, Fiona Ryan

DeCLIP: Decoupled Learning for Open-Vocabulary Dense Perception

Junjie Wang, Bin Chen, Yulin Li, Bin Kang, Yichi Chen

Thin-Shell-SfT: Fine-Grained Monocular Non-rigid 3D Surface Tracking with Neural Deformation Fields

Navami Kairanda, Marc Habermann, Shanthika Naik, Christian Theobalt, Vladislav Golyanik

Rate-In: Information-Driven Adaptive Dropout Rates for Improved Inference-Time Uncertainty Estimation

Tal Zeevi, Ravid Shwartz-Ziv, Yann LeCun, Lawrence H. Staib, John A. Onofrey

Chain of Attack: On the Robustness of Vision-Language Models Against Transfer-Based Adversarial Attacks

Peng Xie, Yequan Bie, Jianda Mao, Yangqiu Song, Yang Wang

Self-Supervised Large Scale Point Cloud Completion for Archaeological Site Restoration

Aocheng Li, James R. Zimmer-Dauphinee, Rajesh Kalyanam, Ian Lindsay, Parker VanValkenburgh

RoboSense: Large-scale Dataset and Benchmark for Egocentric Robot Perception and Navigation in Crowded and Unstructured Environments

Haisheng Su, Feixiang Song, Cong Ma, Wei Wu, Junchi Yan

ReconDreamer: Crafting World Models for Driving Scene Reconstruction via Online Restoration

Chaojun Ni, Guosheng Zhao, Xiaofeng Wang, Zheng Zhu, Wenkang Qin

Real-time High-fidelity Gaussian Human Avatars with Position-based Interpolation of Spatially Distributed MLPs

Youyi Zhan, Tianjia Shao, Yin Yang, Kun Zhou

Asynchronous Collaborative Graph Representation for Frames and Events

Dianze Li, Jianing Li, Xu Liu, Xiaopeng Fan, Yonghong Tian

Around the World in 80 Timesteps: A Generative Approach to Global Visual Geolocation

Nicolas Dufour, Vicky Kalogeiton, David Picard, Loic Landrieu

Linear Attention Modeling for Learned Image Compression

Donghui Feng, Zhengxue Cheng, Shen Wang, Ronghua Wu, Hongwei Hu

RayFlow: Instance-Aware Diffusion Acceleration via Adaptive Flow Trajectories

HuiYang Shao, Xin Xia, Yuhong Yang, Yuxi Ren, Xing Wang

SeeGround: See and Ground for Zero-Shot Open-Vocabulary 3D Visual Grounding

Rong Li, Shijie Li, Lingdong Kong, Xulei Yang, Junwei Liang

CATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-Resolution

Xin Liu, Jie Liu, Jie Tang, Gangshan Wu

Completion as Enhancement: A Degradation-Aware Selective Image Guided Network for Depth Completion

Zhiqiang Yan, Zhengxue Wang, Kun Wang, Jun Li, Jian Yang

CorrBEV: Multi-View 3D Object Detection by Correlation Learning with Multi-modal Prototypes

Ziteng Xue, Mingzhe Guo, Heng Fan, Shihui Zhang, Zhipeng Zhang

Finding Local Diffusion Schrodinger Bridge using Kolmogorov-Arnold Network

Xingyu Qiu, Mengying Yang, Xinghua Ma, Fanding Li, Dong Liang

Co-op: Correspondence-based Novel Object Pose Estimation

Sungphill Moon, Hyeontae Son, Dongcheol Hur, Sangwook Kim

AniMer: Animal Pose and Shape Estimation Using Family Aware Transformer

Jin Lyu, Tianyi Zhu, Yi Gu, Li Lin, Pujin Cheng

Joint Out-of-Distribution Filtering and Data Discovery Active Learning

Sebastian Schmidt, Leonard Schenk, Leo Schwinn, Stephan Günnemann

LoRA Subtraction for Drift-Resistant Space in Exemplar-Free Continual Learning

Xuan Liu, Xiaobin Chang

T-CIL: Temperature Scaling using Adversarial Perturbation for Calibration in Class-Incremental Learning

Seong-Hyeon Hwang, Minsu Kim, Steven Euijong Whang

Mosaic3D: Foundation Dataset and Model for Open-Vocabulary 3D Segmentation

Junha Lee, Chunghyun Park, Jaesung Choe, Yu-Chiang Frank Wang, Jan Kautz

From Multimodal LLMs to Generalist Embodied Agents: Methods and Lessons

Andrew Szot, Bogdan Mazoure, Omar Attia, Aleksei Timofeev, Harsh Agrawal

Generative Video Propagation

Shaoteng Liu, Tianyu Wang, Jui-Hsien Wang, Qing Liu, Zhifei Zhang

EntityErasure: Erasing Entity Cleanly via Amodal Entity Segmentation and Completion

Yixing Zhu, Qing Zhang, Yitong Wang, Yongwei Nie, Wei-Shi Zheng

F-LMM: Grounding Frozen Large Multimodal Models

Size Wu, Sheng Jin, Wenwei Zhang, Lumin Xu, Wentao Liu

Charm: The Missing Piece in ViT Fine-Tuning for Image Aesthetic Assessment

Fatemeh Behrad, Tinne Tuytelaars, Johan Wagemans

UniPre3D: Unified Pre-training of 3D Point Cloud Models with Cross-Modal Gaussian Splatting

Ziyi Wang, Yanran Zhang, Jie Zhou, Jiwen Lu

JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image Restoration

Yunlong Lin, Zixu Lin, Haoyu Chen, Panwang Pan, Chenxin Li

EMOE: Modality-Specific Enhanced Dynamic Emotion Experts

Yiyang Fang, Wenke Huang, Guancheng Wan, Kehua Su, Mang Ye

Fortifying Federated Learning Towards Trustworthiness via Auditable Data Valuation and Verifiable Client Contribution

K Naveen Kumar, Ranjeet Ranjan Jha, C Krishna Mohan, Ravindra Babu Tallamraju

Fitted Neural Lossless Image Compression

Zhe Zhang, Zhenzhong Chen, Shan Liu

Theory-Inspired Deep Multi-View Multi-Label Learning with Incomplete Views and Noisy Labels

Quanjiang Li, Tingjin Luo, Jiahui Liao

SF2T: Self-supervised Fragment Finetuning of Video-LLMs for Fine-Grained Understanding

Yangliu Hu, Zikai Song, Na Feng, Yawei Luo, Junqing Yu

Decision SpikeFormer: Spike-Driven Transformer for Decision Making

Wei Huang, Qinying Gu, Nanyang Ye

Separation of Powers: On Segregating Knowledge from Observation in LLM-enabled Knowledge-based Visual Question Answering

Zhen Yang, Zhuo Tao, Qi Chen, Liang Li, Yuankai Qi

CTRL-D: Controllable Dynamic 3D Scene Editing with Personalized 2D Diffusion

Kai He, Chin-Hsuan Wu, Igor Gilitschenski

MATCHA: Towards Matching Anything

Fei Xue, Sven Elflein, Laura Leal-Taixé, Qunjie Zhou

PoseBH: Prototypical Multi-Dataset Training Beyond Human Pose Estimation

Uyoung Jeong, Jonathan Freer, Seungryul Baek, Hyung Jin Chang, Kwang In Kim

Move-in-2D: 2D-Conditioned Human Motion Generation

Hsin-Ping Huang, Yang Zhou, Jui-Hsien Wang, Difan Liu, Feng Liu

NADER: Neural Architecture Design via Multi-Agent Collaboration

Zekang Yang, Wang Zeng, Sheng Jin, Chen Qian, Ping Luo

Poly-Autoregressive Prediction for Modeling Interactions

Neerja Thakkar, Tara Sadjadpour, Jathushan Rajasegeran, Shiry Ginosar, Jitendra Malik

Scenario Dreamer: Vectorized Latent Diffusion for Generating Driving Simulation Environments

Luke Rowe, Roger Girgis, Anthony Gosselin, Liam Paull, Christopher Pal

Parallel Sequence Modeling via Generalized Spatial Propagation Network

Hongjun Wang, Wonmin Byeon, Jiarui Xu, Jinwei Gu, Ka Chun Cheung

Towards Improved Text-Aligned Codebook Learning: Multi-Hierarchical Codebook-Text Alignment with Long Text

Guotao Liang, Baoquan Zhang, Zhiyuan Wen, Junteng Zhao, Yunming Ye

Reconstructing Close Human Interaction with Appearance and Proxemics Reasoning

Buzhen Huang, Chen Li, Chongyang Xu, Dongyue Lu, Jinnan Chen

Point-to-Region Loss for Semi-Supervised Point-Based Crowd Counting

Wei LIN, Chenyang Zhao, Antoni B. Chan

Conformal Prediction and MLLM aided Uncertainty Quantification in Scene Graph Generation

Sayak Nag, Udita Ghosh, Calvin-Khang Ta, Sarosij Bose, Jiachen Li

Automatic Spectral Calibration of Hyperspectral Images: Method, Dataset and Benchmark

Zhuoran Du, Shaodi You, cheng cheng, Shikui Wei

Unified Reconstruction of Static and Dynamic Scenes from Events

Qiyao Gao, Peiqi Duan, Hanyue Lou, Minggui Teng, Ziqi Cai

Gaussian Splatting for Efficient Satellite Image Photogrammetry

Luca Savant Aira, Gabriele Facciolo, Thibaud Ehret

Video Motion Transfer with Diffusion Transformers

Alexander Pondaven, Aliaksandr Siarohin, Sergey Tulyakov, Philip Torr, Fabio Pizzati

Navigation World Models

Amir Bar, Gaoyue Zhou, Danny Tran, Trevor Darrell, Yann LeCun

EchoMimicV2: Towards Striking, Simplified, and Semi-Body Human Animation

Rang Meng, Xingyu Zhang, Yuming Li, Chenguang Ma

3D-Mem: 3D Scene Memory for Embodied Exploration and Reasoning

Yuncong Yang, Han Yang, Jiachen Zhou, Peihao Chen, Hongxin Zhang

Audio-Visual Semantic Graph Network for Audio-Visual Event Localization

Liang Liu, Shuaiyong Li, Yongqiang Zhu

Learning Extremely High Density Crowds as Active Matters

Feixiang He, Jiangbei Yue, Jialin Zhu, Armin Seyfried, Dan Casas

Mind the Time: Temporally-Controlled Multi-Event Video Generation

Ziyi Wu, Aliaksandr Siarohin, Willi Menapace, Ivan Skorokhodov, Yuwei Fang