ICCV 2021

1,612 papers

TOOD: Task-Aligned One-Stage Object Detection

Chengjian Feng, Yujie Zhong, Yu Gao, Matthew R. Scott, Weilin Huang

Reconstructing Hand-Object Interactions in the Wild

Zhe Cao, Ilija Radosavovic, Angjoo Kanazawa, Jitendra Malik

Common Objects in 3D: Large-Scale Learning and Evaluation of Real-Life 3D Category Reconstruction

Jeremy Reizenstein, Roman Shapovalov, Philipp Henzler, Luca Sbordone, Patrick Labatut

MonoIndoor: Towards Good Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments

Pan Ji, Runze Li, Bir Bhanu, Yi Xu

Audio-Visual Floorplan Reconstruction

Senthil Purushwalkam, Sebastia Vicenc Amengual Gari, Vamsi Krishna Ithapu, Carl Schissler, Philip Robinson

Semantic Perturbations With Normalizing Flows for Improved Generalization

Oğuz Kaan Yüksel, Sebastian U. Stich, Martin Jaggi, Tatjana Chavdarova

CANet: A Context-Aware Network for Shadow Removal

Zipei Chen, Chengjiang Long, Ling Zhang, Chunxia Xiao

Sparse Needlets for Lighting Estimation With Spherical Transport Loss

Fangneng Zhan, Changgong Zhang, Wenbo Hu, Shijian Lu, Feiying Ma

Joint Representation Learning and Novel Category Discovery on Single- and Multi-Modal Data

Xuhui Jia, Kai Han, Yukun Zhu, Bradley Green

Mitigating Intensity Bias in Shadow Detection via Feature Decomposition and Reweighting

LEI ZHU, Ke Xu, Zhanghan Ke, Rynson W.H. Lau

Equivariant Imaging: Learning Beyond the Range Space

Dongdong Chen, Julián Tachella, Mike E. Davies

Point-Based Modeling of Human Clothing

Ilya Zakharkin, Kirill Mazur, Artur Grigorev, Victor Lempitsky

Rethinking the Truly Unsupervised Image-to-Image Translation

Kyungjune Baek, Yunjey Choi, Youngjung Uh, Jaejun Yoo, Hyunjung Shim

Grafit: Learning Fine-Grained Image Representations With Coarse Labels

Hugo Touvron, Alexandre Sablayrolles, Matthijs Douze, Matthieu Cord, Herve Jegou

LoFGAN: Fusing Local Representations for Few-Shot Image Generation

Zheng Gu, Wenbin Li, Jing Huo, Lei Wang, Yang Gao

MINE: Towards Continuous Depth MPI With NeRF for Novel View Synthesis

Jiaxin Li, Zijian Feng, Qi She, Henghui Ding, Changhu Wang

ALL Snow Removed: Single Image Desnowing Algorithm Using Hierarchical Dual-Tree Complex Wavelet Representation and Contradict Channel Loss

Wei-Ting Chen, Hao-Yu Fang, Cheng-Lin Hsieh, Cheng-Che Tsai, I-Hsiang Chen

Localize to Binauralize: Audio Spatialization From Visual Sound Source Localization

Kranthi Kumar Rachavarapu, Aakanksha, Vignesh Sundaresha, A. N. Rajagopalan

Learning by Aligning: Visible-Infrared Person Re-Identification Using Cross-Modal Correspondences

Hyunjong Park, Sanghoon Lee, Junghyup Lee, Bumsub Ham

Multi-Class Cell Detection Using Spatial Context Representation

Shahira Abousamra, David Belinsky, John Van Arnam, Felicia Allard, Eric Yee

Can Shape Structure Features Improve Model Robustness Under Diverse Adversarial Settings?

Mingjie Sun, Zichao Li, Chaowei Xiao, Haonan Qiu, Bhavya Kailkhura

StarEnhancer: Learning Real-Time and Style-Aware Image Enhancement

Yuda Song, Hui Qian, Xin Du

End-to-End Dense Video Captioning With Parallel Decoding

Teng Wang, Ruimao Zhang, Zhichao Lu, Feng Zheng, Ran Cheng

UVStyle-Net: Unsupervised Few-Shot Learning of 3D Style Similarity Measure for B-Reps

Peter Meltzer, Hooman Shayani, Amir Khasahmadi, Pradeep Kumar Jayaraman, Aditya Sanghi

Perception-Aware Multi-Sensor Fusion for 3D LiDAR Semantic Segmentation

Zhuangwei Zhuang, Rong Li, Kui Jia, Qicheng Wang, Yuanqing Li

Evidential Deep Learning for Open Set Action Recognition

Wentao Bao, Qi Yu, Yu Kong

Ground-Truth or DAER: Selective Re-Query of Secondary Information

Stephan J. Lemmer, Jason J. Corso

A Simple Baseline for Semi-Supervised Semantic Segmentation With Strong Data Augmentation

Jianlong Yuan, Yifan liu, Chunhua Shen, Zhibin Wang, Hao Li

Large-Scale Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification

Zhuoning Yuan, Yan Yan, Milan Sonka, Tianbao Yang

Hierarchical Aggregation for 3D Instance Segmentation

Shaoyu Chen, Jiemin Fang, Qian Zhang, Wenyu Liu, Xinggang Wang

NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization

Haoyue Bai, Fengwei Zhou, Lanqing Hong, Nanyang Ye, S.-H. Gary Chan

Sat2Vid: Street-View Panoramic Video Synthesis From a Single Satellite Image

Zuoyue Li, Zhenqiang Li, Zhaopeng Cui, Rongjun Qin, Marc Pollefeys

Energy-Based Open-World Uncertainty Modeling for Confidence Calibration

Yezhen Wang, Bo Li, Tong Che, Kaiyang Zhou, Ziwei Liu

Learning Cross-Modal Contrastive Features for Video Domain Adaptation

Donghyun Kim, Yi-Hsuan Tsai, Bingbing Zhuang, Xiang Yu, Stan Sclaroff

Semi-Supervised Active Learning With Temporal Output Discrepancy

Siyu Huang, Tianyang Wang, Haoyi Xiong, Jun Huan, Dejing Dou

Learning Meta-Class Memory for Few-Shot Semantic Segmentation

Zhonghua Wu, Xiangxi Shi, Guosheng Lin, Jianfei Cai

Exploring Geometry-Aware Contrast and Clustering Harmonization for Self-Supervised 3D Object Detection

hanxue liang, ChenHan Jiang, Dapeng Feng, Xin Chen, Hang Xu

Adversarial Unsupervised Domain Adaptation With Conditional and Label Shift: Infer, Align and Iterate

Xiaofeng Liu, Zhenhua Guo, Site Li, Fangxu Xing, Jane You

Dynamic Attentive Graph Learning for Image Restoration

Chong Mou, Jian Zhang, Zhuoyuan Wu

Physics-Enhanced Machine Learning for Virtual Fluorescence Microscopy

Colin L. Cooke, Fanjie Kong, Amey Chaware, Kevin C. Zhou, Kanghyun Kim

The Power of Points for Modeling Humans in Clothing

Qianli Ma, Jinlong Yang, Siyu Tang, Michael J. Black

LayoutTransformer: Layout Generation and Completion With Self-Attention

Kamal Gupta, Justin Lazarow, Alessandro Achille, Larry S. Davis, Vijay Mahadevan

Lifelong Infinite Mixture Model Based on Knowledge-Driven Dirichlet Process

Fei Ye, Adrian G. Bors

CODEs: Chamfer Out-of-Distribution Examples Against Overconfidence Issue

Keke Tang, Dingruibo Miao, Weilong Peng, Jianpeng Wu, Yawen Shi

Interacting Two-Hand 3D Pose and Shape Reconstruction From Single Color Image

Baowen Zhang, Yangang Wang, Xiaoming Deng, Yinda Zhang, Ping Tan

Sub-Bit Neural Networks: Learning To Compress and Accelerate Binary Neural Networks

Yikai Wang, Yi Yang, Fuchun Sun, Anbang Yao

SPatchGAN: A Statistical Feature Based Discriminator for Unsupervised Image-to-Image Translation

Xuning Shao, Weidong Zhang

Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation

Rui Peng, Ronggang Wang, Yawen Lai, Luyang Tang, Yangang Cai

Learning With Memory-Based Virtual Classes for Deep Metric Learning

Byungsoo Ko, Geonmo Gu, Han-Gyu Kim

You Don't Only Look Once: Constructing Spatial-Temporal Memory for Integrated 3D Object Detection and Tracking

Jiaming Sun, Yiming Xie, Siyu Zhang, Linghao Chen, Guofeng Zhang

When Pigs Fly: Contextual Reasoning in Synthetic and Natural Scenes

Philipp Bomatter, Mengmi Zhang, Dimitar Karev, Spandan Madan, Claire Tseng

NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-View Stereo

Yi Wei, Shaohui Liu, Yongming Rao, Wang Zhao, Jiwen Lu

Semantic Aware Data Augmentation for Cell Nuclei Microscopical Images With Artificial Neural Networks

Alireza Naghizadeh, Hongye Xu, Mohab Mohamed, Dimitris N. Metaxas, Dongfang Liu

NPMs: Neural Parametric Models for 3D Deformable Shapes

Pablo Palafox, Aljaz Bozic, Justus Thies, Matthias Nießner, Angela Dai

PIAP-DF: Pixel-Interested and Anti Person-Specific Facial Action Unit Detection Net With Discrete Feedback Learning

Yang Tang, Wangding Zeng, Dafei Zhao, Honggang Zhang

Predictive Feature Learning for Future Segmentation Prediction

Zihang Lin, Jiangxin Sun, Jian-Fang Hu, Qizhi Yu, Jian-Huang Lai

StereOBJ-1M: Large-Scale Stereo Image Dataset for 6D Object Pose Estimation

Xingyu Liu, Shun Iwase, Kris M. Kitani

Fake It Till You Make It: Face Analysis in the Wild Using Synthetic Data Alone

Erroll Wood, Tadas Baltrusaitis, Charlie Hewitt, Sebastian Dziadzio, Thomas J. Cashman

Boosting the Generalization Capability in Cross-Domain Few-Shot Learning via Noise-Enhanced Supervised Autoencoder

Hanwen Liang, Qiong Zhang, Peng Dai, Juwei Lu

Dynamic Context-Sensitive Filtering Network for Video Salient Object Detection

Miao Zhang, Jie Liu, Yifei Wang, Yongri Piao, Shunyu Yao

Extreme Structure From Motion for Indoor Panoramas Without Visual Overlaps

Mohammad Amin Shabani, Weilian Song, Makoto Odamaki, Hirochika Fujiki, Yasutaka Furukawa

Fooling LiDAR Perception via Adversarial Trajectory Perturbation

Yiming Li, Congcong Wen, Felix Juefei-Xu, Chen Feng

Personalized Image Semantic Segmentation

Yu Zhang, Chang-Bin Zhang, Peng-tao Jiang, Ming-Ming Cheng, Feng Mao

Self-Supervised Visual Representations Learning by Contrastive Mask Prediction

Yucheng Zhao, Guangting Wang, Chong Luo, Wenjun Zeng, Zheng-Jun Zha

Calibrated Adversarial Refinement for Stochastic Semantic Segmentation

Elias Kassapis, Georgi Dikov, Deepak K. Gupta, Cedric Nugteren

How Shift Equivariance Impacts Metric Learning for Instance Segmentation

Josef Lorenz Rumberger, Xiaoyan Yu, Peter Hirsch, Melanie Dohmen, Vanessa Emanuela Guarino

Generic Event Boundary Detection: A Benchmark for Event Segmentation

Mike Zheng Shou, Stan Weixian Lei, Weiyao Wang, Deepti Ghadiyaram, Matt Feiszli

Sketch2Mesh: Reconstructing and Editing 3D Shapes From Sketches

Benoit Guillard, Edoardo Remelli, Pierre Yvernay, Pascal Fua

Learning To Cut by Watching Movies

Alejandro Pardo, Fabian Caba, Juan Leon Alcazar, Ali K. Thabet, Bernard Ghanem

Non-Rigid Neural Radiance Fields: Reconstruction and Novel View Synthesis of a Dynamic Scene From Monocular Video

Edgar Tretschk, Ayush Tewari, Vladislav Golyanik, Michael Zollhöfer, Christoph Lassner

PixelSynth: Generating a 3D-Consistent Experience From a Single Image

Chris Rockwell, David F. Fouhey, Justin Johnson

Shape-Biased Domain Generalization via Shock Graph Embeddings

Maruthi Narayanan, Vickram Rajendran, Benjamin Kimia

Distance-Aware Quantization

Dohyung Kim, Junghyup Lee, Bumsub Ham

GistNet: A Geometric Structure Transfer Network for Long-Tailed Recognition

Bo Liu, Haoxiang Li, Hao Kang, Gang Hua, Nuno Vasconcelos

BiaSwap: Removing Dataset Bias With Bias-Tailored Swapping Augmentation

Eungyeup Kim, Jihyeon Lee, Jaegul Choo

Pixel-Perfect Structure-From-Motion With Featuremetric Refinement

Philipp Lindenberger, Paul-Edouard Sarlin, Viktor Larsson, Marc Pollefeys

ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment

Yangyu Huang, Hao Yang, Chong Li, Jongyoo Kim, Fangyun Wei

Wasserstein Coupled Graph Learning for Cross-Modal Retrieval

Yun Wang, Tong Zhang, Xueya Zhang, Zhen Cui, Yuge Huang

Sensor-Guided Optical Flow

Matteo Poggi, Filippo Aleotti, Stefano Mattoccia

CPF: Learning a Contact Potential Field To Model the Hand-Object Interaction

Lixin Yang, Xinyu Zhan, Kailin Li, Wenqiang Xu, Jiefeng Li

Learning To Diversify for Single Domain Generalization

Zijian Wang, Yadan Luo, Ruihong Qiu, Zi Huang, Mahsa Baktashmotlagh

SLAMP: Stochastic Latent Appearance and Motion Prediction

Adil Kaan Akan, Erkut Erdem, Aykut Erdem, Fatma Guney

Visual Relationship Detection Using Part-and-Sum Transformers With Composite Queries

Qi Dong, Zhuowen Tu, Haofu Liao, Yuting Zhang, Vijay Mahadevan

Ultra-High-Definition Image HDR Reconstruction via Collaborative Bilateral Learning

Zhuoran Zheng, Wenqi Ren, Xiaochun Cao, Tao Wang, Xiuyi Jia

Learning Dynamic Interpolation for Extremely Sparse Light Fields With Wide Baselines

Mantang Guo, Jing Jin, Hui LIU, Junhui Hou

GeomNet: A Neural Network Based on Riemannian Geometries of SPD Matrix Space and Cholesky Space for 3D Skeleton-Based Interaction Recognition

Xuan Son Nguyen

DepthInSpace: Exploitation and Fusion of Multiple Video Frames for Structured-Light Depth Estimation

Mohammad Mahdi Johari, Camilla Carta, Francois Fleuret

Multi-Level Curriculum for Training a Distortion-Aware Barrel Distortion Rectification Model

Kang Liao, Chunyu Lin, Lixin Liao, Yao Zhao, Weiyao Lin

A Light Stage on Every Desk

Soumyadip Sengupta, Brian Curless, Ira Kemelmacher-Shlizerman, Steven M. Seitz

Visio-Temporal Attention for Multi-Camera Multi-Target Association

Yu-Jhe Li, Xinshuo Weng, Yan Xu, Kris M. Kitani

ALADIN: All Layer Adaptive Instance Normalization for Fine-Grained Style Similarity

Dan Ruta, Saeid Motiian, Baldo Faieta, Zhe Lin, Hailin Jin

Parallel Rectangle Flip Attack: A Query-Based Black-Box Attack Against Object Detection

Siyuan Liang, Baoyuan Wu, Yanbo Fan, Xingxing Wei, Xiaochun Cao

Baking Neural Radiance Fields for Real-Time View Synthesis

Peter Hedman, Pratul P. Srinivasan, Ben Mildenhall, Jonathan T. Barron, Paul Debevec

Multi-Scale Separable Network for Ultra-High-Definition Video Deblurring

Senyou Deng, Wenqi Ren, Yanyang Yan, Tao Wang, Fenglong Song

3D Building Reconstruction From Monocular Remote Sensing Images

Weijia Li, Lingxuan Meng, Jinwang Wang, Conghui He, Gui-Song Xia

Self-Mutating Network for Domain Adaptive Segmentation in Aerial Images

Kyungsu Lee, Haeyun Lee, Jae Youn Hwang

DisUnknown: Distilling Unknown Factors for Disentanglement Learning

Sitao Xiang, Yuming Gu, Pengda Xiang, Menglei Chai, Hao Li

Generalized Source-Free Domain Adaptation

Shiqi Yang, yaxing wang, Joost van de Weijer, Luis Herranz, Shangling Jui

Motion Prediction Using Trajectory Cues

Zhenguang Liu, Pengxiang Su, Shuang Wu, Xuanjing Shen, Haipeng Chen

Polarimetric Helmholtz Stereopsis

Yuqi Ding, Yu Ji, Mingyuan Zhou, Sing Bing Kang, Jinwei Ye