ICCV 2021

1,612 papers

Internal Video Inpainting by Implicit Long-Range Propagation

Hao Ouyang, Tengfei Wang, Qifeng Chen

Airbert: In-Domain Pretraining for Vision-and-Language Navigation

Pierre-Louis Guhur, Makarand Tapaswi, Shizhe Chen, Ivan Laptev, Cordelia Schmid

TransVG: End-to-End Visual Grounding With Transformers

Jiajun Deng, Zhengyuan Yang, Tianlang Chen, Wengang Zhou, Houqiang Li

Oriented R-CNN for Object Detection

Xingxing Xie, Gong Cheng, Jiabao Wang, Xiwen Yao, Junwei Han

Learn To Match: Automatic Matching Network Design for Visual Tracking

Zhipeng Zhang, Yihao Liu, Xiao Wang, Bing Li, Weiming Hu

Once Quantization-Aware Training: High Performance Extremely Low-Bit Architecture Search

Mingzhu Shen, Feng Liang, Ruihao Gong, Yuhang Li, Chuming Li

Active Learning for Lane Detection: A Knowledge Distillation Approach

Fengchao Peng, Chao Wang, Jianzhuang Liu, Zhen Yang

Interpolation-Aware Padding for 3D Sparse Convolutional Neural Networks

Yu-Qi Yang, Peng-Shuai Wang, Yang Liu

End-to-End Urban Driving by Imitating a Reinforcement Learning Coach

Zhejun Zhang, Alexander Liniger, Dengxin Dai, Fisher Yu, Luc Van Gool

Semi-Supervised Semantic Segmentation With Pixel-Level Contrastive Learning From a Class-Wise Memory Bank

Iñigo Alonso, Alberto Sabater, David Ferstl, Luis Montesano, Ana C. Murillo

LIGA-Stereo: Learning LiDAR Geometry Aware Representations for Stereo-Based 3D Detector

Xiaoyang Guo, Shaoshuai Shi, Xiaogang Wang, hongsheng Li

Enhancing Self-Supervised Video Representation Learning via Multi-Level Feature Optimization

Rui Qian, Yuxi Li, Huabin Liu, John See, Shuangrui Ding

Body-Face Joint Detection via Embedding and Head Hook

Junfeng Wan, Jiangfan Deng, Xiaosong Qiu, Feng Zhou

ISNet: Integrate Image-Level and Semantic-Level Context for Semantic Segmentation

Zhenchao Jin, Bin Liu, Qi Chu, Nenghai Yu

Cross-Patch Graph Convolutional Network for Image Denoising

Yao Li, Xueyang Fu, Zheng-Jun Zha

Multi-Modal Multi-Action Video Recognition

Zhensheng Shi, Ju Liang, Qianqian Li, Haiyong Zheng, Zhaorui Gu

Curious Representation Learning for Embodied Intelligence

Yilun Du, Chuang Gan, Phillip Isola

BabelCalib: A Universal Approach to Calibrating Central Cameras

Yaroslava Lochman, Kostiantyn Liepieshov, Jianhui Chen, Michal Perdoch, Christopher Zach

End-to-End Robust Joint Unsupervised Image Alignment and Clustering

Xiangrui Zeng, Gregory Howe, Min Xu

Rotation Averaging in a Split Second: A Primal-Dual Method and a Closed-Form for Cycle Graphs

Gabriel Moreira, Manuel Marques, João Paulo Costeira

HiNet: Deep Image Hiding by Invertible Network

Junpeng Jing, Xin Deng, Mai Xu, Jianyi Wang, Zhenyu Guan

Rethinking Preventing Class-Collapsing in Metric Learning With Margin-Based Losses

Elad Levi, Tete Xiao, Xiaolong Wang, Trevor Darrell

Waypoint Models for Instruction-Guided Navigation in Continuous Environments

Jacob Krantz, Aaron Gokaslan, Dhruv Batra, Stefan Lee, Oleksandr Maksymets

Progressive Seed Generation Auto-Encoder for Unsupervised Point Cloud Learning

Juyoung Yang, Pyunghwan Ahn, Doyeon Kim, Haeil Lee, Junmo Kim

Semantically Robust Unpaired Image Translation for Data With Unmatched Semantics Statistics

Zhiwei Jia, Bodi Yuan, Kangkang Wang, Hong Wu, David Clifford

Anticipative Video Transformer

Rohit Girdhar, Kristen Grauman

Effectively Leveraging Attributes for Visual Similarity

Samarth Mishra, Zhongping Zhang, Yuan Shen, Ranjitha Kumar, Venkatesh Saligrama

Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-Identification

Yongming Rao, Guangyi Chen, Jiwen Lu, Jie Zhou

Human Trajectory Prediction via Counterfactual Analysis

Guangyi Chen, Junlong Li, Jiwen Lu, Jie Zhou

Unified Questioner Transformer for Descriptive Question Generation in Goal-Oriented Visual Dialogue

Shoya Matsumori, Kosuke Shingyouchi, Yuki Abe, Yosuke Fukuchi, Komei Sugiura

Deep 3D Mask Volume for View Synthesis of Dynamic Scenes

Kai-En Lin, Lei Xiao, Feng Liu, Guowei Yang, Ravi Ramamoorthi

Geometry-Based Distance Decomposition for Monocular 3D Object Detection

Xuepeng Shi, Qi Ye, Xiaozhi Chen, Chuangrong Chen, Zhixiang Chen

TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization

Wei Gao, Fang Wan, Xingjia Pan, Zhiliang Peng, Qi Tian

Is Pseudo-Lidar Needed for Monocular 3D Object Detection?

Dennis Park, Rares Ambrus, Vitor Guizilini, Jie Li, Adrien Gaidon

Visual Transformers: Where Do Transformers Really Belong in Vision Models?

Bichen Wu, Chenfeng Xu, Xiaoliang Dai, Alvin Wan, Peizhao Zhang

A Simple Feature Augmentation for Domain Generalization

Pan Li, Da Li, Wei Li, Shaogang Gong, Yanwei Fu

Parametric Contrastive Learning

Jiequan Cui, Zhisheng Zhong, Shu Liu, Bei Yu, Jiaya Jia

Dual Bipartite Graph Learning: A General Approach for Domain Adaptive Object Detection

Chaoqi Chen, Jiongcheng Li, Zebiao Zheng, Yue Huang, Xinghao Ding

Synthesis of Compositional Animations From Textual Descriptions

Anindita Ghosh, Noshaba Cheema, Cennet Oguz, Christian Theobalt, Philipp Slusallek

Dual Path Learning for Domain Adaptation of Semantic Segmentation

Yiting Cheng, Fangyun Wei, Jianmin Bao, Dong Chen, Fang Wen

RANK-NOSH: Efficient Predictor-Based Architecture Search via Non-Uniform Successive Halving

Ruochen Wang, Xiangning Chen, Minhao Cheng, Xiaocheng Tang, Cho-jui Hsieh

Rank & Sort Loss for Object Detection and Instance Segmentation

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

In Defense of Scene Graphs for Image Captioning

Kien Nguyen, Subarna Tripathi, Bang Du, Tanaya Guha, Truong Q. Nguyen

Likelihood-Based Diverse Sampling for Trajectory Forecasting

Yecheng Jason Ma, Jeevana Priya Inala, Dinesh Jayaraman, Osbert Bastani

SLIM: Self-Supervised LiDAR Scene Flow and Motion Segmentation

Stefan Andreas Baur, David Josef Emmerichs, Frank Moosmann, Peter Pinggera, Bjorn Ommer

Weakly Supervised Contrastive Learning

Mingkai Zheng, Fei Wang, Shan You, Chen Qian, Changshui Zhang

RFNet: Region-Aware Fusion Network for Incomplete Multi-Modal Brain Tumor Segmentation

Yuhang Ding, Xin Yu, Yi Yang

Face Image Retrieval With Attribute Manipulation

Alireza Zaeemzadeh, Shabnam Ghadar, Baldo Faieta, Zhe Lin, Nazanin Rahnavard

Robust Automatic Monocular Vehicle Speed Estimation for Traffic Surveillance

Jerome Revaud, Martin Humenberger

Learning Motion Priors for 4D Human Body Capture in 3D Scenes

Siwei Zhang, Yan Zhang, Federica Bogo, Marc Pollefeys, Siyu Tang

Motion Adaptive Pose Estimation From Compressed Videos

Zhipeng Fan, Jun Liu, Yao Wang

Self-Calibrating Neural Radiance Fields

Yoonwoo Jeong, Seokjun Ahn, Christopher Choy, Anima Anandkumar, Minsu Cho

Perceptual Variousness Motion Deblurring With Light Global Context Refinement

Jichun Li, Weimin Tan, Bo Yan

Patch2CAD: Patchwise Embedding Learning for In-the-Wild Shape Retrieval From a Single Image

Weicheng Kuo, Anelia Angelova, Tsung-Yi Lin, Angela Dai

Worldsheet: Wrapping the World in a 3D Sheet for View Synthesis From a Single Image

Ronghang Hu, Nikhila Ravi, Alexander C. Berg, Deepak Pathak

WB-DETR: Transformer-Based Detector Without Backbone

Fanfan Liu, Haoran Wei, Wenzhe Zhao, Guozhen Li, Jingquan Peng

RDA: Robust Domain Adaptation via Fourier Adversarial Attacking

Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu

Space-Time Crop & Attend: Improving Cross-Modal Video Representation Learning

Mandela Patrick, Po-Yao Huang, Ishan Misra, Florian Metze, Andrea Vedaldi

Dynamic Network Quantization for Efficient Video Inference

Ximeng Sun, Rameswar Panda, Chun-Fu (Richard) Chen, Aude Oliva, Rogerio Feris

Procrustean Training for Imbalanced Deep Learning

Han-Jia Ye, De-Chuan Zhan, Wei-Lun Chao

Class-Incremental Learning for Action Recognition in Videos

JaeYoo Park, Minsoo Kang, Bohyung Han

Exploring Inter-Channel Correlation for Diversity-Preserved Knowledge Distillation

Li Liu, Qingle Huang, Sihao Lin, Hongwei Xie, Bing Wang

Robustness and Generalization via Generative Adversarial Training

Omid Poursaeed, Tianxing Jiang, Harry Yang, Serge Belongie, Ser-Nam Lim

Geometry-Aware Self-Training for Unsupervised Domain Adaptation on Object Point Clouds

Longkun Zou, Hui Tang, Ke Chen, Kui Jia

Image Inpainting via Conditional Texture and Structure Dual Generation

Xiefan Guo, Hongyu Yang, Di Huang

Improve Unsupervised Pretraining for Few-Label Transfer

Suichan Li, Dongdong Chen, Yinpeng Chen, Lu Yuan, Lei Zhang

Scribble-Supervised Semantic Segmentation Inference

Jingshan Xu, Chuanwei Zhou, Zhen Cui, Chunyan Xu, Yuge Huang

Building-GAN: Graph-Conditioned Architectural Volumetric Design Generation

Kai-Hung Chang, Chin-Yi Cheng, Jieliang Luo, Shingo Murata, Mehdi Nourbakhsh

Weak Adaptation Learning: Addressing Cross-Domain Data Insufficiency With Weak Annotator

Shichao Xu, Lixu Wang, Yixuan Wang, Qi Zhu

CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification

Chun-Fu (Richard) Chen, Quanfu Fan, Rameswar Panda

The Animation Transformer: Visual Correspondence via Segment Matching

Evan Casey, Víctor Pérez, Zhuoru Li

Graph-BAS3Net: Boundary-Aware Semi-Supervised Segmentation Network With Bilateral Graph Convolution

Huimin Huang, Lanfen Lin, Yue Zhang, Yingying Xu, Jing Zheng

Pyramid R-CNN: Towards Better Performance and Adaptability for 3D Object Detection

Jiageng Mao, Minzhe Niu, Haoyue Bai, Xiaodan Liang, Hang Xu

iNAS: Integral NAS for Device-Aware Salient Object Detection

Yu-Chao Gu, Shang-Hua Gao, Xu-Sheng Cao, Peng Du, Shao-Ping Lu

Transductive Few-Shot Classification on the Oblique Manifold

Guodong Qi, Huimin Yu, Zhaohui Lu, Shuzhao Li

Adaptive Hierarchical Graph Reasoning With Semantic Coherence for Video-and-Language Inference

Juncheng Li, Siliang Tang, Linchao Zhu, Haochen Shi, Xuanwen Huang

Encoder-Decoder With Multi-Level Attention for 3D Human Shape and Pose Estimation

Ziniu Wan, Zhengjia Li, Maoqing Tian, Jianbo Liu, Shuai Yi

Temporal-Wise Attention Spiking Neural Networks for Event Streams Classification

Man Yao, Huanhuan Gao, Guangshe Zhao, Dingheng Wang, Yihan Lin

InstanceRefer: Cooperative Holistic Understanding for Visual Grounding on Point Clouds Through Instance Multi-Level Contextual Referring

Zhihao Yuan, Xu Yan, Yinghong Liao, Ruimao Zhang, Sheng wang

LFI-CAM: Learning Feature Importance for Better Visual Explanation

Kwang Hee Lee, Chaewon Park, Junghyun Oh, Nojun Kwak

Graph Contrastive Clustering

Huasong Zhong, Jianlong Wu, Chong Chen, Jianqiang Huang, Minghua Deng

Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals

Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis, Luc Van Gool

AESOP: Abstract Encoding of Stories, Objects, and Pictures

Hareesh Ravi, Kushal Kafle, Scott Cohen, Jonathan Brandt, Mubbasir Kapadia

Generalized Shuffled Linear Regression

Feiran Li, Kent Fujiwara, Fumio Okura, Yasuyuki Matsushita

CryoDRGN2: Ab Initio Neural Reconstruction of 3D Protein Structures From Real Cryo-EM Images

Ellen D. Zhong, Adam Lerer, Joseph H. Davis, Bonnie Berger

F-Drop&Match: GANs With a Dead Zone in the High-Frequency Domain

Shin'ya Yamaguchi, Sekitoshi Kanai

Auto-Parsing Network for Image Captioning and Visual Question Answering

Xu Yang, Chongyang Gao, Hanwang Zhang, Jianfei Cai

MGNet: Monocular Geometric Scene Understanding for Autonomous Driving

Markus Schön, Michael Buchholz, Klaus Dietmayer

Visual Graph Memory With Unsupervised Representation for Visual Navigation

Obin Kwon, Nuri Kim, Yunho Choi, Hwiyeon Yoo, Jeongho Park

Generative Adversarial Registration for Improved Conditional Deformable Templates

Neel Dey, Mengwei Ren, Adrian V. Dalca, Guido Gerig

EgoRenderer: Rendering Human Avatars From Egocentric Camera Images

Tao Hu, Kripasindhu Sarkar, Lingjie Liu, Matthias Zwicker, Christian Theobalt

Learning Instance-Level Spatial-Temporal Patterns for Person Re-Identification

Min Ren, Lingxiao He, Xingyu Liao, Wu Liu, Yunlong Wang

Scalable Vision Transformers With Hierarchical Pooling

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

DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network

Yeying Jin, Aashish Sharma, Robby T. Tan

Specialize and Fuse: Pyramidal Output Representation for Semantic Segmentation

Chi-Wei Hsiao, Cheng Sun, Hwann-Tzong Chen, Min Sun

Multi-Class Multi-Instance Count Conditioned Adversarial Image Generation

Amrutha Saseendran, Kathrin Skubch, Margret Keuper

Learning Canonical 3D Object Representation for Fine-Grained Recognition

Sunghun Joung, Seungryong Kim, Minsu Kim, Ig-Jae Kim, Kwanghoon Sohn

MicroNet: Improving Image Recognition With Extremely Low FLOPs

Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu

Learning a Sketch Tensor Space for Image Inpainting of Man-Made Scenes

Chenjie Cao, Yanwei Fu

Mixture-Based Feature Space Learning for Few-Shot Image Classification

Arman Afrasiyabi, Jean-Francois Lalonde, Christian Gagné