ICCV 2021

1,612 papers

FcaNet: Frequency Channel Attention Networks

Zequn Qin, Pengyi Zhang, Fei Wu, Xi Li

MUSIQ: Multi-Scale Image Quality Transformer

Junjie Ke, Qifei Wang, Yilin Wang, Peyman Milanfar, Feng Yang

Exploring Visual Engagement Signals for Representation Learning

Menglin Jia, Zuxuan Wu, Austin Reiter, Claire Cardie, Serge Belongie

Explaining in Style: Training a GAN To Explain a Classifier in StyleSpace

Oran Lang, Yossi Gandelsman, Michal Yarom, Yoav Wald, Gal Elidan

Estimating and Exploiting the Aleatoric Uncertainty in Surface Normal Estimation

Gwangbin Bae, Ignas Budvytis, Roberto Cipolla

Stochastic Scene-Aware Motion Prediction

Mohamed Hassan, Duygu Ceylan, Ruben Villegas, Jun Saito, Jimei Yang

Solving Inefficiency of Self-Supervised Representation Learning

Guangrun Wang, Keze Wang, Guangcong Wang, Philip H.S. Torr, Liang Lin

Point Cloud Augmentation With Weighted Local Transformations

Sihyeon Kim, Sanghyeok Lee, Dasol Hwang, Jaewon Lee, Seong Jae Hwang

Spatial-Temporal Consistency Network for Low-Latency Trajectory Forecasting

Shijie Li, Yanying Zhou, Jinhui Yi, Juergen Gall

Watch Only Once: An End-to-End Video Action Detection Framework

Shoufa Chen, Peize Sun, Enze Xie, Chongjian GE, Jiannan Wu

Cortical Surface Shape Analysis Based on Alexandrov Polyhedra

Min Zhang, Yang Guo, Na Lei, Zhou Zhao, Jianfeng Wu

XVFI: eXtreme Video Frame Interpolation

Hyeonjun Sim, Jihyong Oh, Munchurl Kim

DepthTrack: Unveiling the Power of RGBD Tracking

Song Yan, JINYU YANG, Jani Kapyla, Feng Zheng, Ales Leonardis

Dynamic DETR: End-to-End Object Detection With Dynamic Attention

Xiyang Dai, Yinpeng Chen, Jianwei Yang, Pengchuan Zhang, Lu Yuan

Hierarchical Kinematic Probability Distributions for 3D Human Shape and Pose Estimation From Images in the Wild

Akash Sengupta, Ignas Budvytis, Roberto Cipolla

BV-Person: A Large-Scale Dataset for Bird-View Person Re-Identification

Cheng Yan, Guansong Pang, Lei Wang, Jile Jiao, Xuetao Feng

Handwriting Transformers

Ankan Kumar Bhunia, Salman Khan, Hisham Cholakkal, Rao Muhammad Anwer, Fahad Shahbaz Khan

On Compositions of Transformations in Contrastive Self-Supervised Learning

Mandela Patrick, Yuki M. Asano, Polina Kuznetsova, Ruth Fong, João F. Henriques

Searching for Robustness: Loss Learning for Noisy Classification Tasks

Boyan Gao, Henry Gouk, Timothy M. Hospedales

Scaling Semantic Segmentation Beyond 1K Classes on a Single GPU

Shipra Jain, Danda Pani Paudel, Martin Danelljan, Luc Van Gool

4DComplete: Non-Rigid Motion Estimation Beyond the Observable Surface

Yang Li, Hikari Takehara, Takafumi Taketomi, Bo Zheng, Matthias Nießner

CaT: Weakly Supervised Object Detection With Category Transfer

Tianyue Cao, Lianyu Du, Xiaoyun Zhang, Siheng Chen, Ya Zhang

CDS: Cross-Domain Self-Supervised Pre-Training

Donghyun Kim, Kuniaki Saito, Tae-Hyun Oh, Bryan A. Plummer, Stan Sclaroff

Incorporating Convolution Designs Into Visual Transformers

Kun Yuan, Shaopeng Guo, Ziwei Liu, Aojun Zhou, Fengwei Yu

Group-Wise Inhibition Based Feature Regularization for Robust Classification

Haozhe Liu, Haoqian Wu, Weicheng Xie, Feng Liu, Linlin Shen

Boosting Weakly Supervised Object Detection via Learning Bounding Box Adjusters

Bowen Dong, Zitong Huang, Yuelin Guo, Qilong Wang, Zhenxing Niu

Transparent Object Tracking Benchmark

Heng Fan, Halady Akhilesha Miththanthaya, Harshit, Siranjiv Ramana Rajan, Xiaoqiong Liu

AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting

Ye Yuan, Xinshuo Weng, Yanglan Ou, Kris M. Kitani

Talk-To-Edit: Fine-Grained Facial Editing via Dialog

Yuming Jiang, Ziqi Huang, Xingang Pan, Chen Change Loy, Ziwei Liu

GANcraft: Unsupervised 3D Neural Rendering of Minecraft Worlds

Zekun Hao, Arun Mallya, Serge Belongie, Ming-Yu Liu

Detecting Invisible People

Tarasha Khurana, Achal Dave, Deva Ramanan

Factorizing Perception and Policy for Interactive Instruction Following

Kunal Pratap Singh, Suvaansh Bhambri, Byeonghwi Kim, Roozbeh Mottaghi, Jonghyun Choi

CrackFormer: Transformer Network for Fine-Grained Crack Detection

Huajun Liu, Xiangyu Miao, Christoph Mertz, Chengzhong Xu, Hui Kong

V-DESIRR: Very Fast Deep Embedded Single Image Reflection Removal

B H Pawan Prasad, Green Rosh K S, Lokesh R. Boregowda, Kaushik Mitra, Sanjoy Chowdhury

Vision Transformers for Dense Prediction

Rene Ranftl, Alexey Bochkovskiy, Vladlen Koltun

Learned Spatial Representations for Few-Shot Talking-Head Synthesis

Moustafa Meshry, Saksham Suri, Larry S. Davis, Abhinav Shrivastava

Separable Flow: Learning Motion Cost Volumes for Optical Flow Estimation

FEIHU ZHANG, Oliver J. Woodford, Victor Adrian Prisacariu, Philip H.S. Torr

ELSD: Efficient Line Segment Detector and Descriptor

Haotian Zhang, Yicheng Luo, Fangbo Qin, Yijia He, Xiao Liu

Deep Edge-Aware Interactive Colorization Against Color-Bleeding Effects

Eungyeup Kim, Sanghyeon Lee, Jeonghoon Park, Somi Choi, Choonghyun Seo

Distinctiveness Oriented Positional Equilibrium for Point Cloud Registration

Taewon Min, Chonghyuk Song, Eunseok Kim, Inwook Shim

PatchMatch-RL: Deep MVS With Pixelwise Depth, Normal, and Visibility

Jae Yong Lee, Joseph DeGol, Chuhang Zou, Derek Hoiem

Poly-NL: Linear Complexity Non-Local Layers With 3rd Order Polynomials

Francesca Babiloni, Ioannis Marras, Filippos Kokkinos, Jiankang Deng, Grigorios Chrysos

Unsupervised Few-Shot Action Recognition via Action-Appearance Aligned Meta-Adaptation

Jay Patravali, Gaurav Mittal, Ye Yu, Fuxin Li, Mei Chen

HiT: Hierarchical Transformer With Momentum Contrast for Video-Text Retrieval

Song Liu, haoqi fan, Shengsheng Qian, Yiru Chen, Wenkui Ding

Explainable Video Entailment With Grounded Visual Evidence

Junwen Chen, Yu Kong

SO-Pose: Exploiting Self-Occlusion for Direct 6D Pose Estimation

Yan Di, Fabian Manhardt, Gu Wang, Xiangyang Ji, Nassir Navab

Boundary-Sensitive Pre-Training for Temporal Localization in Videos

Mengmeng Xu, Juan-Manuel Perez-Rua, Victor Escorcia, Brais Martinez, Xiatian Zhu

Deep Metric Learning for Open World Semantic Segmentation

Jun CEN, Peng Yun, Junhao Cai, Michael Yu Wang, Ming Liu

Broaden Your Views for Self-Supervised Video Learning

Adria Recasens, Pauline Luc, Jean-Baptiste Alayrac, Luyu Wang, Florian Strub

Deep Implicit Surface Point Prediction Networks

Rahul Venkatesh, Tejan Karmali, Sarthak Sharma, Aurobrata Ghosh, R. Venkatesh Babu

Pano-AVQA: Grounded Audio-Visual Question Answering on 360deg Videos

Heeseung Yun, Youngjae Yu, Wonsuk Yang, Kangil Lee, Gunhee Kim

MultiSiam: Self-Supervised Multi-Instance Siamese Representation Learning for Autonomous Driving

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

Variational Feature Disentangling for Fine-Grained Few-Shot Classification

Jingyi Xu, Hieu Le, Mingzhen Huang, ShahRukh Athar, Dimitris Samaras

Aligning Subtitles in Sign Language Videos

Hannah Bull, Triantafyllos Afouras, Gül Varol, Samuel Albanie, Liliane Momeni

HeadGAN: One-Shot Neural Head Synthesis and Editing

Michail Christos Doukas, Stefanos Zafeiriou, Viktoriia Sharmanska

Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation

Donghyeon Baek, Youngmin Oh, Bumsub Ham

Self-Supervised Image Prior Learning With GMM From a Single Noisy Image

Haosen Liu, Xuan Liu, Jiangbo Lu, Shan Tan

Unpaired Learning for Deep Image Deraining With Rain Direction Regularizer

Yang Liu, Ziyu Yue, Jinshan Pan, Zhixun Su

DensePose 3D: Lifting Canonical Surface Maps of Articulated Objects to the Third Dimension

Roman Shapovalov, David Novotny, Benjamin Graham, Patrick Labatut, Andrea Vedaldi

Generating Smooth Pose Sequences for Diverse Human Motion Prediction

Wei Mao, miaomiao Liu, Mathieu Salzmann

Motion-Augmented Self-Training for Video Recognition at Smaller Scale

Kirill Gavrilyuk, Mihir Jain, Ilia Karmanov, Cees G. M. Snoek

CLEAR: Clean-Up Sample-Targeted Backdoor in Neural Networks

Liuwan Zhu, Rui Ning, Chunsheng Xin, Chonggang Wang, Hongyi Wu

FIERY: Future Instance Prediction in Bird's-Eye View From Surround Monocular Cameras

Anthony Hu, Zak Murez, Nikhil Mohan, Sofía Dudas, Jeffrey Hawke

Rethinking Transformer-Based Set Prediction for Object Detection

Zhiqing Sun, Shengcao Cao, Yiming Yang, Kris M. Kitani

Neural TMDlayer: Modeling Instantaneous Flow of Features via SDE Generators

Zihang Meng, Vikas Singh, Sathya N. Ravi

Uncertainty-Aware Human Mesh Recovery From Video by Learning Part-Based 3D Dynamics

Gun-Hee Lee, Seong-Whan Lee

EigenGAN: Layer-Wise Eigen-Learning for GANs

Zhenliang He, Meina Kan, Shiguang Shan

A Style and Semantic Memory Mechanism for Domain Generalization

Yang Chen, Yu Wang, Yingwei Pan, Ting Yao, Xinmei Tian

Digging Into Uncertainty in Self-Supervised Multi-View Stereo

Hongbin Xu, Zhipeng Zhou, Yali Wang, Wenxiong Kang, Baigui Sun

Hypercorrelation Squeeze for Few-Shot Segmentation

Juhong Min, Dahyun Kang, Minsu Cho

StyleFormer: Real-Time Arbitrary Style Transfer via Parametric Style Composition

Xiaolei Wu, Zhihao Hu, Lu Sheng, Dong Xu

Product1M: Towards Weakly Supervised Instance-Level Product Retrieval via Cross-Modal Pretraining

Xunlin Zhan, Yangxin Wu, Xiao Dong, Yunchao Wei, Minlong Lu

Complementary Patch for Weakly Supervised Semantic Segmentation

Fei Zhang, Chaochen Gu, Chenyue Zhang, Yuchao Dai

Improving Contrastive Learning by Visualizing Feature Transformation

Rui Zhu, Bingchen Zhao, Jingen Liu, Zhenglong Sun, Chang Wen Chen

What You Can Learn by Staring at a Blank Wall

Prafull Sharma, Miika Aittala, Yoav Y. Schechner, Antonio Torralba, Gregory W. Wornell

Unsupervised 3D Pose Estimation for Hierarchical Dance Video Recognition

Xiaodan Hu, Narendra Ahuja

Text Is Text, No Matter What: Unifying Text Recognition Using Knowledge Distillation

Ayan Kumar Bhunia, Aneeshan Sain, Pinaki Nath Chowdhury, Yi-Zhe Song

Dance With Self-Attention: A New Look of Conditional Random Fields on Anomaly Detection in Videos

Didik Purwanto, Yie-Tarng Chen, Wen-Hsien Fang

High-Fidelity Pluralistic Image Completion With Transformers

Ziyu Wan, Jingbo Zhang, Dongdong Chen, Jing Liao

Spectral Leakage and Rethinking the Kernel Size in CNNs

Nergis Tomen, Jan C. van Gemert

DRINet: A Dual-Representation Iterative Learning Network for Point Cloud Segmentation

Maosheng Ye, Shuangjie Xu, Tongyi Cao, Qifeng Chen

Harnessing the Conditioning Sensorium for Improved Image Translation

Cooper Nederhood, Nicholas Kolkin, Deqing Fu, Jason Salavon

Labels4Free: Unsupervised Segmentation Using StyleGAN

Rameen Abdal, Peihao Zhu, Niloy J. Mitra, Peter Wonka

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

Beibei Lin, Shunli Zhang, Xin Yu

Super Resolve Dynamic Scene From Continuous Spike Streams

Jing Zhao, Jiyu Xie, Ruiqin Xiong, Jian Zhang, Zhaofei Yu

MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion Prediction

Lingwei Dang, Yongwei Nie, Chengjiang Long, Qing Zhang, Guiqing Li

Deep Hybrid Self-Prior for Full 3D Mesh Generation

Xingkui Wei, Zhengqing Chen, Yanwei Fu, Zhaopeng Cui, Yinda Zhang

NeRD: Neural Reflectance Decomposition From Image Collections

Mark Boss, Raphael Braun, Varun Jampani, Jonathan T. Barron, Ce Liu

3DStyleNet: Creating 3D Shapes With Geometric and Texture Style Variations

Kangxue Yin, Jun Gao, Maria Shugrina, Sameh Khamis, Sanja Fidler

Self-Supervised Vessel Segmentation via Adversarial Learning

Yuxin Ma, Yang Hua, Hanming Deng, Tao Song, Hao Wang

A Simple Baseline for Weakly-Supervised Scene Graph Generation

Jing Shi, Yiwu Zhong, Ning Xu, Yin Li, Chenliang Xu

Generating Attribution Maps With Disentangled Masked Backpropagation

Adria Ruiz, Antonio Agudo, Francesc Moreno-Noguer

Let's See Clearly: Contaminant Artifact Removal for Moving Cameras

Xiaoyu Li, Bo Zhang, Jing Liao, Pedro V. Sander

Towards Real-World Prohibited Item Detection: A Large-Scale X-Ray Benchmark

Boying Wang, Libo Zhang, Longyin Wen, Xianglong Liu, Yanjun Wu

Conditional Variational Capsule Network for Open Set Recognition

Yunrui Guo, Guglielmo Camporese, Wenjing Yang, Alessandro Sperduti, Lamberto Ballan

RobustNav: Towards Benchmarking Robustness in Embodied Navigation

Prithvijit Chattopadhyay, Judy Hoffman, Roozbeh Mottaghi, Aniruddha Kembhavi

Semi-Supervised Active Learning for Semi-Supervised Models: Exploit Adversarial Examples With Graph-Based Virtual Labels

Jiannan Guo, Haochen Shi, Yangyang Kang, Kun Kuang, Siliang Tang

Conditional Diffusion for Interactive Segmentation

Xi Chen, Zhiyan Zhao, Feiwu Yu, Yilei Zhang, Manni Duan

iMAP: Implicit Mapping and Positioning in Real-Time

Edgar Sucar, Shikun Liu, Joseph Ortiz, Andrew J. Davison

Gated3D: Monocular 3D Object Detection From Temporal Illumination Cues

Frank Julca-Aguilar, Jason Taylor, Mario Bijelic, Fahim Mannan, Ethan Tseng