CVPR

Enforcing Conditional Independence for Fair Representation Learning and Causal Image Generation

Jensen Hwa, Qingyu Zhao, Aditya Lahiri, Adnan Masood, Babak Salimi, Ehsan Adeli

Comments To appear at the 2024 IEEE CVPR Workshop on Fair, Data-Efficient, and Trusted Computer Vision

Turb-Seg-Res: A Segment-then-Restore Pipeline for Dynamic Videos with Atmospheric Turbulence

Ripon Kumar Saha, Dehao Qin, Nianyi Li, Jinwei Ye, Suren Jayasuriya

Comments CVPR 2024 Paper

Generalizable Novel-View Synthesis using a Stereo Camera

Haechan Lee, Wonjoon Jin, Seung-Hwan Baek, Sunghyun Cho

Comments Accepted to CVPR 2024. Project page URL: https://jinwonjoon.github.io/stereonerf/

Generating Daylight-driven Architectural Design via Diffusion Models

Pengzhi Li, Baijuan Li

Comments Project page: https://zrealli.github.io/DDADesign/

Journal ref CVPR 2024 Workshop

Collaborative Visual Place Recognition through Federated Learning

Mattia Dutto, Gabriele Berton, Debora Caldarola, Eros Fanì, Gabriele Trivigno, Carlo Masone

Comments 13 pages, 7 figures, CVPR - The 3rd International Workshop on Federated Learning for Computer Vision (FedVision-2024)

PCQA: A Strong Baseline for AIGC Quality Assessment Based on Prompt Condition

Xi Fang, Weigang Wang, Xiaoxin Lv, Jun Yan

Comments Published in CVPR-2024's NTIRE: New Trends in Image Restoration and Enhancement workshop and challenges

Motion-adaptive Separable Collaborative Filters for Blind Motion Deblurring

Chengxu Liu, Xuan Wang, Xiangyu Xu, Ruhao Tian, Shuai Li, Xueming Qian, Ming-Hsuan Yang

Comments CVPR 2024

ToNNO: Tomographic Reconstruction of a Neural Network's Output for Weakly Supervised Segmentation of 3D Medical Images

Marius Schmidt-Mengin, Alexis Benichoux, Shibeshih Belachew, Nikos Komodakis, Nikos Paragios

Comments Accepted at CVPR 2024

DISC: Latent Diffusion Models with Self-Distillation from Separated Conditions for Prostate Cancer Grading

Man M. Ho, Elham Ghelichkhan, Yosep Chong, Yufei Zhou, Beatrice Knudsen, Tolga Tasdizen

Comments Abstract accepted for ISBI 2024. Extended version to be presented at SynData4CV @ CVPR 2024. See more at https://minhmanho.github.io/disc/

Generalizable Face Landmarking Guided by Conditional Face Warping

Jiayi Liang, Haotian Liu, Hongteng Xu, Dixin Luo

Comments Accepted in CVPR 2024

Learning SO(3)-Invariant Semantic Correspondence via Local Shape Transform

Chunghyun Park, Seungwook Kim, Jaesik Park, Minsu Cho

Comments Accepted to CVPR 2024

Allowing humans to interactively guide machines where to look does not always improve human-AI team's classification accuracy

Giang Nguyen, Mohammad Reza Taesiri, Sunnie S. Y. Kim, Anh Nguyen

Comments Accepted for presentation at the XAI4CV Workshop, part of the CVPR 2024 proceedings

Task-Aware Encoder Control for Deep Video Compression

Xingtong Ge, Jixiang Luo, Xinjie Zhang, Tongda Xu, Guo Lu, Dailan He, Jing Geng, Yan Wang, Jun Zhang, Hongwei Qin

Comments Accepted by CVPR 2024

Bayesian Diffusion Models for 3D Shape Reconstruction

Haiyang Xu, Yu Lei, Zeyuan Chen, Xiang Zhang, Yue Zhao, Yilin Wang, Zhuowen Tu

Comments Accepted to CVPR 2024; Project Page: https://mlpc-ucsd.github.io/BDM/

Revisiting Adversarial Training at Scale

Zeyu Wang, Xianhang Li, Hongru Zhu, Cihang Xie

Comments Accepted by CVPR 2024

PI3D: Efficient Text-to-3D Generation with Pseudo-Image Diffusion

Ying-Tian Liu, Yuan-Chen Guo, Guan Luo, Heyi Sun, Wei Yin, Song-Hai Zhang

Comments Accepted by CVPR 2024

End-to-End Temporal Action Detection with 1B Parameters Across 1000 Frames

Shuming Liu, Chen-Lin Zhang, Chen Zhao, Bernard Ghanem

Comments Accepted to CVPR 2024. Camera-Ready Version

TransNeXt: Robust Foveal Visual Perception for Vision Transformers

Dai Shi

Comments CVPR 2024 Camera-ready Version. Project Page: https://github.com/DaiShiResearch/TransNeXt

3D Multi-frame Fusion for Video Stabilization

Zhan Peng, Xinyi Ye, Weiyue Zhao, Tianqi Liu, Huiqiang Sun, Baopu Li, Zhiguo Cao

Comments Accepted by CVPR 2024

Generalized Few-Shot Meets Remote Sensing: Discovering Novel Classes in Land Cover Mapping via Hybrid Semantic Segmentation Framework

Zhuohong Li, Fangxiao Lu, Jiaqi Zou, Lei Hu, Hongyan Zhang

Comments 11 pages, 11 figures, accepted by CVPR 2024 L3D-IVU Workshop

Detecting Out-Of-Distribution Earth Observation Images with Diffusion Models

Georges Le Bellier, Nicolas Audebert

Comments EARTHVISION 2024 IEEE/CVF CVPR Workshop. Large Scale Computer Vision for Remote Sensing Imagery, Jun 2024, Seattle, United States

Adaptive Memory Replay for Continual Learning

James Seale Smith, Lazar Valkov, Shaunak Halbe, Vyshnavi Gutta, Rogerio Feris, Zsolt Kira, Leonid Karlinsky

Comments CVPR-W 2024 (Spotlight)

Feature Corrective Transfer Learning: End-to-End Solutions to Object Detection in Non-Ideal Visual Conditions

Chuheng Wei, Guoyuan Wu, Matthew J. Barth

Comments 2024 CVPR UG2+ Workshop

KI-GAN: Knowledge-Informed Generative Adversarial Networks for Enhanced Multi-Vehicle Trajectory Forecasting at Signalized Intersections

Chuheng Wei, Guoyuan Wu, Matthew J. Barth, Amr Abdelraouf, Rohit Gupta, Kyungtae Han

Comments 2024 CVPR AICity Workshop

HiLo: Detailed and Robust 3D Clothed Human Reconstruction with High-and Low-Frequency Information of Parametric Models

Yifan Yang, Dong Liu, Shuhai Zhang, Zeshuai Deng, Zixiong Huang, Mingkui Tan

Comments CVPR 2024 Accepted Paper

Towards Realistic Scene Generation with LiDAR Diffusion Models

Haoxi Ran, Vitor Guizilini, Yue Wang

Comments CVPR 2024. Project link: https://lidar-diffusion.github.io

Multi-Objective Hardware Aware Neural Architecture Search using Hardware Cost Diversity

Nilotpal Sinha, Peyman Rostami, Abd El Rahman Shabayek, Anis Kacem, Djamila Aouada

Comments Accepted at the CVPR 2024 Workshop, called "Efficient Deep Learning for Computer Vision (ECV)"

On the Content Bias in Fréchet Video Distance

Songwei Ge, Aniruddha Mahapatra, Gaurav Parmar, Jun-Yan Zhu, Jia-Bin Huang

Comments CVPR 2024. Project webpage: https://content-debiased-fvd.github.io/

GraFIQs: Face Image Quality Assessment Using Gradient Magnitudes

Jan Niklas Kolf, Naser Damer, Fadi Boutros

Comments Accepted at CVPR Workshop 2024

S3R-Net: A Single-Stage Approach to Self-Supervised Shadow Removal

Nikolina Kubiak, Armin Mustafa, Graeme Phillipson, Stephen Jolly, Simon Hadfield

Comments NTIRE workshop @ CVPR 2024. Code & models available at https://github.com/n-kubiak/S3R-Net