ICCV 2021

1,612 papers

Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain

Guangyao Chen, Peixi Peng, Li Ma, Jia Li, Lin Du

AdvRush: Searching for Adversarially Robust Neural Architectures

Jisoo Mok, Byunggook Na, Hyeokjun Choe, Sungroh Yoon

Seeing Dynamic Scene in the Dark: A High-Quality Video Dataset With Mechatronic Alignment

Ruixing Wang, Xiaogang Xu, Chi-Wing Fu, Jiangbo Lu, Bei Yu

Attention Is Not Enough: Mitigating the Distribution Discrepancy in Asynchronous Multimodal Sequence Fusion

Tao Liang, Guosheng Lin, Lei Feng, Yan Zhang, Fengmao Lv

Cross-Category Video Highlight Detection via Set-Based Learning

Minghao Xu, Hang Wang, Bingbing Ni, Riheng Zhu, Zhenbang Sun

Searching for Controllable Image Restoration Networks

Heewon Kim, Sungyong Baik, Myungsub Choi, Janghoon Choi, Kyoung Mu Lee

Towards Accurate Alignment in Real-Time 3D Hand-Mesh Reconstruction

Xiao Tang, Tianyu Wang, Chi-Wing Fu

Occlude Them All: Occlusion-Aware Attention Network for Occluded Person Re-ID

Peixian Chen, Wenfeng Liu, Pingyang Dai, Jianzhuang Liu, Qixiang Ye

Active Learning for Deep Object Detection via Probabilistic Modeling

Jiwoong Choi, Ismail Elezi, Hyuk-Jae Lee, Clement Farabet, Jose M. Alvarez

Mining Latent Classes for Few-Shot Segmentation

Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao

AutoFormer: Searching Transformers for Visual Recognition

Minghao Chen, Houwen Peng, Jianlong Fu, Haibin Ling

ProFlip: Targeted Trojan Attack With Progressive Bit Flips

Huili Chen, Cheng Fu, Jishen Zhao, Farinaz Koushanfar

Manifold Matching via Deep Metric Learning for Generative Modeling

Mengyu Dai, Haibin Hang

Bayesian Triplet Loss: Uncertainty Quantification in Image Retrieval

Frederik Warburg, Martin Jørgensen, Javier Civera, Søren Hauberg

TransFER: Learning Relation-Aware Facial Expression Representations With Transformers

Fanglei Xue, Qiangchang Wang, Guodong Guo

Occlusion-Aware Video Object Inpainting

Lei Ke, Yu-Wing Tai, Chi-Keung Tang

Meta Navigator: Search for a Good Adaptation Policy for Few-Shot Learning

Chi Zhang, Henghui Ding, Guosheng Lin, Ruibo Li, Changhu Wang

Collaging Class-Specific GANs for Semantic Image Synthesis

Yuheng Li, Yijun Li, Jingwan Lu, Eli Shechtman, Yong Jae Lee

mDALU: Multi-Source Domain Adaptation and Label Unification With Partial Datasets

Rui Gong, Dengxin Dai, Yuhua Chen, Wen Li, Luc Van Gool

Me-Momentum: Extracting Hard Confident Examples From Noisily Labeled Data

Yingbin Bai, Tongliang Liu

Multiple Heads Are Better Than One: Few-Shot Font Generation With Multiple Localized Experts

Song Park, Sanghyuk Chun, Junbum Cha, Bado Lee, Hyunjung Shim

von Mises-Fisher Loss: An Exploration of Embedding Geometries for Supervised Learning

Tyler R. Scott, Andrew C. Gallagher, Michael C. Mozer

Learning Temporal Dynamics From Cycles in Narrated Video

Dave Epstein, Jiajun Wu, Cordelia Schmid, Chen Sun

Weakly Supervised Text-Based Person Re-Identification

Shizhen Zhao, Changxin Gao, Yuanjie Shao, Wei-Shi Zheng, Nong Sang

Towards Interpretable Deep Metric Learning With Structural Matching

Wenliang Zhao, Yongming Rao, Ziyi Wang, Jiwen Lu, Jie Zhou

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

Xueting Zhang, Debin Meng, Henry Gouk, Timothy M. Hospedales

Joint Visual and Audio Learning for Video Highlight Detection

Taivanbat Badamdorj, Mrigank Rochan, Yang Wang, Li Cheng

CAG-QIL: Context-Aware Actionness Grouping via Q Imitation Learning for Online Temporal Action Localization

Hyolim Kang, KyungMin Kim, Yumin Ko, Seon Joo Kim

Elaborative Rehearsal for Zero-Shot Action Recognition

Shizhe Chen, Dong Huang

CrossNorm and SelfNorm for Generalization Under Distribution Shifts

Zhiqiang Tang, Yunhe Gao, Yi Zhu, Zhi Zhang, Mu Li

Mesh Graphormer

Kevin Lin, Lijuan Wang, Zicheng Liu

Safety-Aware Motion Prediction With Unseen Vehicles for Autonomous Driving

Xuanchi Ren, Tao Yang, Li Erran Li, Alexandre Alahi, Qifeng Chen

SaccadeCam: Adaptive Visual Attention for Monocular Depth Sensing

Brevin Tilmon, Sanjeev J. Koppal

A Unified 3D Human Motion Synthesis Model via Conditional Variational Auto-Encoder

Yujun Cai, Yiwei Wang, Yiheng Zhu, Tat-Jen Cham, Jianfei Cai

Video Annotation for Visual Tracking via Selection and Refinement

Kenan Dai, Jie Zhao, Lijun Wang, Dong Wang, Jianhua Li

Efficient Video Compression via Content-Adaptive Super-Resolution

Mehrdad Khani, Vibhaalakshmi Sivaraman, Mohammad Alizadeh

Robust Watermarking for Deep Neural Networks via Bi-Level Optimization

Peng Yang, Yingjie Lao, Ping Li

IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID

Yongxing Dai, Jun Liu, Yifan Sun, Zekun Tong, Chi Zhang

Topologically Consistent Multi-View Face Inference Using Volumetric Sampling

Tianye Li, Shichen Liu, Timo Bolkart, Jiayi Liu, Hao Li

Vector-Decomposed Disentanglement for Domain-Invariant Object Detection

Aming Wu, Rui Liu, Yahong Han, Linchao Zhu, Yi Yang

TransPose: Keypoint Localization via Transformer

Sen Yang, Zhibin Quan, Mu Nie, Wankou Yang

Adversarial Attacks on Multi-Agent Communication

James Tu, Tsunhsuan Wang, Jingkang Wang, Sivabalan Manivasagam, Mengye Ren

CondLaneNet: A Top-To-Down Lane Detection Framework Based on Conditional Convolution

Lizhe Liu, Xiaohao Chen, Siyu Zhu, Ping Tan

Spatio-Temporal Representation Factorization for Video-Based Person Re-Identification

Abhishek Aich, Meng Zheng, Srikrishna Karanam, Terrence Chen, Amit K. Roy-Chowdhury

Parsing Table Structures in the Wild

Rujiao Long, Wen Wang, Nan Xue, Feiyu Gao, Zhibo Yang

CTRL-C: Camera Calibration TRansformer With Line-Classification

Jinwoo Lee, Hyunsung Go, Hyunjoon Lee, Sunghyun Cho, Minhyuk Sung

UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction

Michael Oechsle, Songyou Peng, Andreas Geiger

Synchronization of Group-Labelled Multi-Graphs

Andrea Porfiri Dal Cin, Luca Magri, Federica Arrigoni, Andrea Fusiello, Giacomo Boracchi

EventHPE: Event-Based 3D Human Pose and Shape Estimation

Shihao Zou, Chuan Guo, Xinxin Zuo, Sen Wang, Pengyu Wang

Dual Projection Generative Adversarial Networks for Conditional Image Generation

Ligong Han, Martin Renqiang Min, Anastasis Stathopoulos, Yu Tian, Ruijiang Gao

Deep Co-Training With Task Decomposition for Semi-Supervised Domain Adaptation

Luyu Yang, Yan Wang, Mingfei Gao, Abhinav Shrivastava, Kilian Q. Weinberger

Uncertainty-Guided Transformer Reasoning for Camouflaged Object Detection

Fan Yang, Qiang Zhai, Xin Li, Rui Huang, Ao Luo

Learning To Track With Object Permanence

Pavel Tokmakov, Jie Li, Wolfram Burgard, Adrien Gaidon

Self Supervision to Distillation for Long-Tailed Visual Recognition

Tianhao Li, Limin Wang, Gangshan Wu

HDR Video Reconstruction: A Coarse-To-Fine Network and a Real-World Benchmark Dataset

Guanying Chen, Chaofeng Chen, Shi Guo, Zhetong Liang, Kwan-Yee K. Wong

Uniformity in Heterogeneity: Diving Deep Into Count Interval Partition for Crowd Counting

Changan Wang, Qingyu Song, Boshen Zhang, Yabiao Wang, Ying Tai

Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields

Jonathan T. Barron, Ben Mildenhall, Matthew Tancik, Peter Hedman, Ricardo Martin-Brualla

Transforms Based Tensor Robust PCA: Corrupted Low-Rank Tensors Recovery via Convex Optimization

Canyi Lu

MVSNeRF: Fast Generalizable Radiance Field Reconstruction From Multi-View Stereo

Anpei Chen, Zexiang Xu, Fuqiang Zhao, Xiaoshuai Zhang, Fanbo Xiang

Toward Realistic Single-View 3D Object Reconstruction With Unsupervised Learning From Multiple Images

Long-Nhat Ho, Anh Tuan Tran, Quynh Phung, Minh Hoai

Full-Velocity Radar Returns by Radar-Camera Fusion

Yunfei Long, Daniel Morris, Xiaoming Liu, Marcos Castro, Punarjay Chakravarty

EPP-MVSNet: Epipolar-Assembling Based Depth Prediction for Multi-View Stereo

Xinjun Ma, Yue Gong, Qirui Wang, Jingwei Huang, Lei Chen

Learning Privacy-Preserving Optics for Human Pose Estimation

Carlos Hinojosa, Juan Carlos Niebles, Henry Arguello

LaLaLoc: Latent Layout Localisation in Dynamic, Unvisited Environments

Henry Howard-Jenkins, Jose-Raul Ruiz-Sarmiento, Victor Adrian Prisacariu

Radial Distortion Invariant Factorization for Structure From Motion

Jose Pedro Iglesias, Carl Olsson

KoDF: A Large-Scale Korean DeepFake Detection Dataset

Patrick Kwon, Jaeseong You, Gyuhyeon Nam, Sungwoo Park, Gyeongsu Chae

COOKIE: Contrastive Cross-Modal Knowledge Sharing Pre-Training for Vision-Language Representation

Keyu Wen, Jin Xia, Yuanyuan Huang, Linyang Li, Jiayan Xu

PyMAF: 3D Human Pose and Shape Regression With Pyramidal Mesh Alignment Feedback Loop

Hongwen Zhang, Yating Tian, Xinchi Zhou, Wanli Ouyang, Yebin Liu

C3-SemiSeg: Contrastive Semi-Supervised Segmentation via Cross-Set Learning and Dynamic Class-Balancing

Yanning Zhou, Hang Xu, Wei Zhang, Bin Gao, Pheng-Ann Heng

Multi-Anchor Active Domain Adaptation for Semantic Segmentation

Munan Ning, Donghuan Lu, Dong Wei, Cheng Bian, Chenglang Yuan

Learning Fast Sample Re-Weighting Without Reward Data

Zizhao Zhang, Tomas Pfister

Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images

Size Wu, Sheng Jin, Wentao Liu, LEI BAI, Chen Qian

Dynamical Pose Estimation

Heng Yang, Chris Doran, Jean-Jacques Slotine

Time-Equivariant Contrastive Video Representation Learning

Simon Jenni, Hailin Jin

Objects As Cameras: Estimating High-Frequency Illumination From Shadows

Tristan Swedish, Connor Henley, Ramesh Raskar

Joint Audio-Visual Deepfake Detection

Yipin Zhou, Ser-Nam Lim

TransForensics: Image Forgery Localization With Dense Self-Attention

Jing Hao, Zhixin Zhang, Shicai Yang, Di Xie, Shiliang Pu

Pyramid Architecture Search for Real-Time Image Deblurring

Xiaobin Hu, Wenqi Ren, Kaicheng Yu, Kaihao Zhang, Xiaochun Cao

BEV-Net: Assessing Social Distancing Compliance by Joint People Localization and Geometric Reasoning

Zhirui Dai, Yuepeng Jiang, Yi Li, Bo Liu, Antoni B. Chan

Stochastic Partial Swap: Enhanced Model Generalization and Interpretability for Fine-Grained Recognition

Shaoli Huang, Xinchao Wang, Dacheng Tao

Tripartite Information Mining and Integration for Image Matting

Yuhao Liu, Jiake Xie, Xiao Shi, Yu Qiao, Yujie Huang

THDA: Treasure Hunt Data Augmentation for Semantic Navigation

Oleksandr Maksymets, Vincent Cartillier, Aaron Gokaslan, Erik Wijmans, Wojciech Galuba

Evolving Search Space for Neural Architecture Search

Yuanzheng Ci, CHEN LIN, Ming Sun, Boyu Chen, Hongwen Zhang

AutoSpace: Neural Architecture Search With Less Human Interference

Daquan Zhou, Xiaojie Jin, Xiaochen Lian, Linjie Yang, Yujing Xue

IDARTS: Interactive Differentiable Architecture Search

Song Xue, Runqi Wang, Baochang Zhang, Tian Wang, Guodong Guo

Segmenter: Transformer for Semantic Segmentation

Robin STRUDEL, Ricardo Garcia, Ivan Laptev, Cordelia Schmid

Real-Time Instance Segmentation With Discriminative Orientation Maps

Wentao Du, Zhiyu Xiang, Shuya Chen, Chengyu Qiao, Yiman Chen

Distillation-Guided Image Inpainting

Maitreya Suin, Kuldeep Purohit, A. N. Rajagopalan

Differentiable Surface Rendering via Non-Differentiable Sampling

Forrester Cole, Kyle Genova, Avneesh Sud, Daniel Vlasic, Zhoutong Zhang

Towards Real-World X-Ray Security Inspection: A High-Quality Benchmark and Lateral Inhibition Module for Prohibited Items Detection

Renshuai Tao, Yanlu Wei, Xiangjian Jiang, Hainan Li, Haotong Qin

IntraTomo: Self-Supervised Learning-Based Tomography via Sinogram Synthesis and Prediction

Guangming Zang, Ramzi Idoughi, Rui Li, Peter Wonka, Wolfgang Heidrich

Parallel Detection-and-Segmentation Learning for Weakly Supervised Instance Segmentation

Yunhang Shen, Liujuan Cao, Zhiwei Chen, Baochang Zhang, Chi Su

Divide and Contrast: Self-Supervised Learning From Uncurated Data

Yonglong Tian, Olivier J. Hénaff, Aaron van den Oord

STEM: An Approach to Multi-Source Domain Adaptation With Guarantees

Van-Anh Nguyen, Tuan Nguyen, Trung Le, Quan Hung Tran, Dinh Phung

Towards Robustness of Deep Neural Networks via Regularization

Yao Li, Martin Renqiang Min, Thomas Lee, Wenchao Yu, Erik Kruus

Distilling Holistic Knowledge With Graph Neural Networks

Sheng Zhou, Yucheng Wang, Defang Chen, Jiawei Chen, Xin Wang

Binocular Mutual Learning for Improving Few-Shot Classification

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

SPEC: Seeing People in the Wild With an Estimated Camera

Muhammed Kocabas, Chun-Hao P. Huang, Joachim Tesch, Lea Muller, Otmar Hilliges

LabOR: Labeling Only if Required for Domain Adaptive Semantic Segmentation

Inkyu Shin, Dong-Jin Kim, Jae Won Cho, Sanghyun Woo, KwanYong Park

Generalizable Mixed-Precision Quantization via Attribution Rank Preservation

Ziwei Wang, Han Xiao, Jiwen Lu, Jie Zhou