CVPR

How to Make Cross Encoder a Good Teacher for Efficient Image-Text Retrieval?

Yuxin Chen, Zongyang Ma, Ziqi Zhang, Zhongang Qi, Chunfeng Yuan, Bing Li, Junfu Pu, Ying Shan, Xiaojuan Qi, Weiming Hu

Comments Accepted by CVPR 2024

PhyScene: Physically Interactable 3D Scene Synthesis for Embodied AI

Yandan Yang, Baoxiong Jia, Peiyuan Zhi, Siyuan Huang

Comments Accepted by CVPR 2024 (Highlight), 18 pages

V-VIPE: Variational View Invariant Pose Embedding

Mara Levy, Abhinav Shrivastava

Comments CVPR 2024 - RHOBIN Workshop

Toward Motion Robustness: A masked attention regularization framework in remote photoplethysmography

Pengfei Zhao, Qigong Sun, Xiaolin Tian, Yige Yang, Shuo Tao, Jie Cheng, Jiantong Chen

Comments CVPR workshop 2024 accepted

Non-Robust Features are Not Always Useful in One-Class Classification

Matthew Lau, Haoran Wang, Alec Helbling, Matthew Hul, ShengYun Peng, Martin Andreoni, Willian T. Lunardi, Wenke Lee

Comments CVPR Visual and Anomaly Detection (VAND) Workshop 2024

DDOS: The Drone Depth and Obstacle Segmentation Dataset

Benedikt Kolbeinsson, Krystian Mikolajczyk

Comments Accepted at CVPR Workshops. Best Paper Honorable Mention Award. Dataset is available at https://huggingface.co/datasets/benediktkol/DDOS

Efficient Stitchable Task Adaptation

Haoyu He, Zizheng Pan, Jing Liu, Jianfei Cai, Bohan Zhuang

Comments CVPR 2024 camera ready

Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse Data

Elena Camuffo, Simone Milani

Journal ref International Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2023

JeDi: Joint-Image Diffusion Models for Finetuning-Free Personalized Text-to-Image Generation

Yu Zeng, Vishal M. Patel, Haochen Wang, Xun Huang, Ting-Chun Wang, Ming-Yu Liu, Yogesh Balaji

Comments CVPR 24

Improving Adversarial Transferability of Vision-Language Pre-training Models through Collaborative Multimodal Interaction

Jiyuan Fu, Zhaoyu Chen, Kaixun Jiang, Haijing Guo, Jiafeng Wang, Shuyong Gao, Wenqiang Zhang

Comments This work won first place in CVPR 2024 Workshop Challenge: Black-box Adversarial Attacks on Vision Foundation Models

Multimodal Industrial Anomaly Detection by Crossmodal Feature Mapping

Alex Costanzino, Pierluigi Zama Ramirez, Giuseppe Lisanti, Luigi Di Stefano

Comments Accepted at CVPR 2024

Facial Identity Anonymization via Intrinsic and Extrinsic Attention Distraction

Zhenzhong Kuang, Xiaochen Yang, Yingjie Shen, Chao Hu, Jun Yu

Comments Zhenzhong Kuang, Xiaochen Yang, Yingjie Shen, Chao Hu, Jun Yu; Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024, pp. 12406-12415 Date of Conference: 17-21 June 2024 Conference Location: Seattle, USA

T-VSL: Text-Guided Visual Sound Source Localization in Mixtures

Tanvir Mahmud, Yapeng Tian, Diana Marculescu

Comments Accepted in CVPR-2024. Code: https://github.com/enyac-group/T-VSL/tree/main

Journal ref IEEE/CVF Computer Vision and Pattern Recognition (CVPR) Conference, 2024

Unsupervised Learning of Category-Level 3D Pose from Object-Centric Videos

Leonhard Sommer, Artur Jesslen, Eddy Ilg, Adam Kortylewski

Journal ref Conference on Computer Vision and Pattern Recognition (CVPR), 2024, pp. 22787-22796

Parameter Efficient Fine-tuning of Self-supervised ViTs without Catastrophic Forgetting

Reza Akbarian Bafghi, Nidhin Harilal, Claire Monteleoni, Maziar Raissi

Comments Accepted at eLVM Workshop, CVPR, 2024

Improving Semantic Correspondence with Viewpoint-Guided Spherical Maps

Octave Mariotti, Oisin Mac Aodha, Hakan Bilen

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024, pp. 19521-19530

Improved Implicit Neural Representation with Fourier Reparameterized Training

Kexuan Shi, Xingyu Zhou, Shuhang Gu

Comments CVPR 2024

Align and Aggregate: Compositional Reasoning with Video Alignment and Answer Aggregation for Video Question-Answering

Zhaohe Liao, Jiangtong Li, Li Niu, Liqing Zhang

Comments 10 pages,CVPR

Journal ref CVPR (2024) 13395-13404

Domain-independent detection of known anomalies

Jonas Bühler, Jonas Fehrenbach, Lucas Steinmann, Christian Nauck, Marios Koulakis

Comments Accepted as extended abstract in CVPR 2024 workshop VAND 2.0

ShiftAddAug: Augment Multiplication-Free Tiny Neural Network with Hybrid Computation

Yipin Guo, Zihao Li, Yilin Lang, Qinyuan Ren

Comments Accepted by 2024 CVPR Workshop : Efficient Deep Learning for Computer Vision

Generalized Event Cameras

Varun Sundar, Matthew Dutson, Andrei Ardelean, Claudio Bruschini, Edoardo Charbon, Mohit Gupta

Comments CVPR 2024

ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier Transformer

Wei Dong, Han Zhou, Yuqiong Tian, Jingke Sun, Xiaohong Liu, Guangtao Zhai, Jun Chen

Comments Accepted by CVPR workshop 2024 (NTIRE 2024); Corrected references

EarthMatch: Iterative Coregistration for Fine-grained Localization of Astronaut Photography

Gabriele Berton, Gabriele Goletto, Gabriele Trivigno, Alex Stoken, Barbara Caputo, Carlo Masone

Comments CVPR 2024 IMW - webpage: https://earthloc-and-earthmatch.github.io

Accelerating Diffusion Sampling with Optimized Time Steps

Shuchen Xue, Zhaoqiang Liu, Fei Chen, Shifeng Zhang, Tianyang Hu, Enze Xie, Zhenguo Li

Comments CVPR 2024

Estimating Noisy Class Posterior with Part-level Labels for Noisy Label Learning

Rui Zhao, Bin Shi, Jianfei Ruan, Tianze Pan, Bo Dong

Comments CVPR 2024

CLHOP: Combined Audio-Video Learning for Horse 3D Pose and Shape Estimation

Ci Li, Elin Hernlund, Hedvig Kjellström, Silvia Zuffi

Comments CVPR CV4Animals Workshop 2024

EgoVideo: Exploring Egocentric Foundation Model and Downstream Adaptation

Baoqi Pei, Guo Chen, Jilan Xu, Yuping He, Yicheng Liu, Kanghua Pan, Yifei Huang, Yali Wang, Tong Lu, Limin Wang, Yu Qiao

Comments Champion solutions in the EgoVis CVPR 2024 workshop

Faster Than Lies: Real-time Deepfake Detection using Binary Neural Networks

Lanzino Romeo, Fontana Federico, Diko Anxhelo, Marini Marco Raoul, Cinque Luigi

Comments Accepted at CVPR24 DFAD Workshop

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024, pp. 3771-3780

Is Synthetic Data all We Need? Benchmarking the Robustness of Models Trained with Synthetic Images

Krishnakant Singh, Thanush Navaratnam, Jannik Holmer, Simone Schaub-Meyer, Stefan Roth

Comments Accepted at CVPR 2024 Workshop: SyntaGen-Harnessing Generative Models for Synthetic Visual Datasets. Project page at https://synbenchmark.github.io/SynCloneBenchmark Comments: Fix typo in Fig. 1

Harnessing the Power of MLLMs for Transferable Text-to-Image Person ReID

Wentao Tan, Changxing Ding, Jiayu Jiang, Fei Wang, Yibing Zhan, Dapeng Tao

Comments CVPR 2024