ICCV

Searching for Two-Stream Models in Multivariate Space for Video Recognition

Xinyu Gong, Heng Wang, Zheng Shou, Matt Feiszli, Zhangyang Wang, Zhicheng Yan

Comments Accepted by ICCV 2021

Lipschitz Continuity Guided Knowledge Distillation

Yuzhang Shang, Bin Duan, Ziliang Zong, Liqiang Nie, Yan Yan

Comments This work has been accepted by ICCV 2021

Rethinking Deep Image Prior for Denoising

Yeonsik Jo, Se Young Chun, Jonghyun Choi

Comments ICCV 2021

A Dual Adversarial Calibration Framework for Automatic Fetal Brain Biometry

Yuan Gao, Lok Hin Lee, Richard Droste, Rachel Craik, Sridevi Beriwal, Aris Papageorghiou, Alison Noble

Comments CVAMD ICCV 2021

Self-supervised Neural Networks for Spectral Snapshot Compressive Imaging

Ziyi Meng, Zhenming Yu, Kun Xu, Xin Yuan

Comments ICCV 2021

SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation

Jiaxin Cheng, Soumyaroop Nandi, Prem Natarajan, Wael Abd-Almageed

Comments Accepted in ICCV 2021

Learning Inner-Group Relations on Point Clouds

Haoxi Ran, Wei Zhuo, Jun Liu, Li Lu

Comments ICCV 2021. arXiv admin note: text overlap with arXiv:2011.14285

TPH-YOLOv5: Improved YOLOv5 Based on Transformer Prediction Head for Object Detection on Drone-captured Scenarios

Xingkui Zhu, Shuchang Lyu, Xu Wang, Qi Zhao

Comments 8 pages,9 figures, VisDrone 2021 ICCV workshop

Effect of Parameter Optimization on Classical and Learning-based Image Matching Methods

Ufuk Efe, Kutalmis Gokalp Ince, A. Aydin Alatan

Comments 8 pages, 2 figures, 3 tables, ICCV 2021 TradiCV Workshop

Rank & Sort Loss for Object Detection and Instance Segmentation

Kemal Oksuz, Baris Can Cam, Emre Akbas, Sinan Kalkan

Comments ICCV 2021, oral presentation

Understanding and Evaluating Racial Biases in Image Captioning

Dora Zhao, Angelina Wang, Olga Russakovsky

Comments ICCV 2021

High-Resolution Optical Flow from 1D Attention and Correlation

Haofei Xu, Jiaolong Yang, Jianfei Cai, Juyong Zhang, Xin Tong

Comments ICCV 2021, Oral

Geometry-Free View Synthesis: Transformers and no 3D Priors

Robin Rombach, Patrick Esser, Björn Ommer

Comments Published at ICCV 2021. Code available at https://git.io/JOnwn

Teacher-Student Adversarial Depth Hallucination to Improve Face Recognition

Hardik Uppal, Alireza Sepas-Moghaddam, Michael Greenspan, Ali Etemad

Comments 10 pages, 6 figures, Accepted to International Conference on Computer Vision 2021

Generating Attribution Maps with Disentangled Masked Backpropagation

Adria Ruiz, Antonio Agudo, Francesc Moreno

Journal ref Internation Conference on Computer Vision (ICCV), 2021

Lifelong Infinite Mixture Model Based on Knowledge-Driven Dirichlet Process

Fei Ye, Adrian G. Bors

Comments Accepted by International Conference on Computer Vision (ICCV 2021)

MultiSiam: Self-supervised Multi-instance Siamese Representation Learning for Autonomous Driving

Kai Chen, Lanqing Hong, Hang Xu, Zhenguo Li, Dit-Yan Yeung

Comments Accepted by ICCV 2021

Binocular Mutual Learning for Improving Few-shot Classification

Ziqi Zhou, Xi Qiu, Jiangtao Xie, Jianan Wu, Chi Zhang

Comments Accepted by ICCV 2021

Detection and Continual Learning of Novel Face Presentation Attacks

Mohammad Rostami, Leonidas Spinoulas, Mohamed Hussein, Joe Mathai, Wael Abd-Almageed

Journal ref 2021 International Conference on Computer Vision

Learning Cross-modal Contrastive Features for Video Domain Adaptation

Donghyun Kim, Yi-Hsuan Tsai, Bingbing Zhuang, Xiang Yu, Stan Sclaroff, Kate Saenko, Manmohan Chandraker

Comments Accepted in ICCV'21

Reconcile Prediction Consistency for Balanced Object Detection

Keyang Wang, Lei Zhang

Comments To appear in ICCV 2021

Multi-scale Matching Networks for Semantic Correspondence

Dongyang Zhao, Ziyang Song, Zhenghao Ji, Gangming Zhao, Weifeng Ge, Yizhou Yu

Comments Accepted to appear in ICCV 2021

Graph Constrained Data Representation Learning for Human Motion Segmentation

Mariella Dimiccoli, Lluís Garrido, Guillem Rodriguez-Corominas, Herwig Wendt

Comments Accepted to ICCV 2021

Manifold Matching via Deep Metric Learning for Generative Modeling

Mengyu Dai, Haibin Hang

Comments ICCV 2021. Code available at https://github.com/dzld00/pytorch-manifold-matching.git

Semantics Disentangling for Generalized Zero-Shot Learning

Zhi Chen, Yadan Luo, Ruihong Qiu, Sen Wang, Zi Huang, Jingjing Li, Zheng Zhang

Comments ICCV 2021 camera-ready

Shallow Bayesian Meta Learning for Real-World Few-Shot Recognition

Xueting Zhang, Debin Meng, Henry Gouk, Timothy Hospedales

Comments accepted by ICCV 2021

Channel-wise Knowledge Distillation for Dense Prediction

Changyong Shu, Yifan Liu, Jianfei Gao, Zheng Yan, Chunhua Shen

Comments Accepted to Proc. Int. Conf. Computer Vision (ICCV) 2021. Code is available at: https://git.io/Distiller

Gait Recognition via Effective Global-Local Feature Representation and Local Temporal Aggregation

Beibei Lin, Shunli Zhang, Xin Yu

Comments Accepted by ICCV 2021

Journal ref IEEE International Conference on Computer Vision (ICCV) 2021

DICOM Imaging Router: An Open Deep Learning Framework for Classification of Body Parts from DICOM X-ray Scans

Hieu H. Pham, Dung V. Do, Ha Q. Nguyen

Comments This is a preprint of our paper, which was accepted for publication to ICCV Workshop 2021

Learning to Automatically Diagnose Multiple Diseases in Pediatric Chest Radiographs Using Deep Convolutional Neural Networks

Thanh T. Tran, Hieu H. Pham, Thang V. Nguyen, Tung T. Le, Hieu T. Nguyen, Ha Q. Nguyen

Comments This is a preprint of our paper which was accepted for publication to ICCV Workshop 2021