ICCV 2021

1,612 papers

TGRNet: A Table Graph Reconstruction Network for Table Structure Recognition

Wenyuan Xue, Baosheng Yu, Wen Wang, Dacheng Tao, Qingyong Li

In-Place Scene Labelling and Understanding With Implicit Scene Representation

Shuaifeng Zhi, Tristan Laidlow, Stefan Leutenegger, Andrew J. Davison

PT-CapsNet: A Novel Prediction-Tuning Capsule Network Suitable for Deeper Architectures

Chenbin Pan, Senem Velipasalar

SmartShadow: Artistic Shadow Drawing Tool for Line Drawings

Lvmin Zhang, Jinyue Jiang, Yi Ji, Chunping Liu

Localized Simple Multiple Kernel K-Means

Xinwang Liu, sihang zhou, Li Liu, Chang Tang, Siwei Wang

Adaptive Surface Reconstruction With Multiscale Convolutional Kernels

Benjamin Ummenhofer, Vladlen Koltun

Auto Graph Encoder-Decoder for Neural Network Pruning

Sixing Yu, Arya Mazaheri, Ali Jannesari

D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations

Sanath Narayan, Hisham Cholakkal, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang

Relaxed Transformer Decoders for Direct Action Proposal Generation

Jing Tan, Jiaqi Tang, Limin Wang, Gangshan Wu

MonteFloor: Extending MCTS for Reconstructing Accurate Large-Scale Floor Plans

Sinisa Stekovic, Mahdi Rad, Friedrich Fraundorfer, Vincent Lepetit

MOTSynth: How Can Synthetic Data Help Pedestrian Detection and Tracking?

Matteo Fabbri, Guillem Braso, Gianluca Maugeri, Orcun Cetintas, Riccardo Gasparini

Structured Bird's-Eye-View Traffic Scene Understanding From Onboard Images

Yigit Baran Can, Alexander Liniger, Danda Pani Paudel, Luc Van Gool

Gait Recognition in the Wild: A Benchmark

Zheng Zhu, Xianda Guo, Tian Yang, Junjie Huang, Jiankang Deng

Towards Efficient Graph Convolutional Networks for Point Cloud Handling

Yawei Li, He Chen, Zhaopeng Cui, Radu Timofte, Marc Pollefeys

Minimal Cases for Computing the Generalized Relative Pose Using Affine Correspondences

Banglei Guan, Ji Zhao, Daniel Barath, Friedrich Fraundorfer

Unified Graph Structured Models for Video Understanding

Anurag Arnab, Chen Sun, Cordelia Schmid

Unconditional Scene Graph Generation

Sarthak Garg, Helisa Dhamo, Azade Farshad, Sabrina Musatian, Nassir Navab

The Pursuit of Knowledge: Discovering and Localizing Novel Categories Using Dual Memory

Sai Saketh Rambhatla, Rama Chellappa, Abhinav Shrivastava

Asymmetric Loss for Multi-Label Classification

Tal Ridnik, Emanuel Ben-Baruch, Nadav Zamir, Asaf Noy, Itamar Friedman

Towards Vivid and Diverse Image Colorization With Generative Color Prior

Yanze Wu, Xintao Wang, Yu Li, Honglun Zhang, Xun Zhao

Structure-From-Sherds: Incremental 3D Reassembly of Axially Symmetric Pots From Unordered and Mixed Fragment Collections

Je Hyeong Hong, Seong Jong Yoo, Muhammad Arshad Zeeshan, Young Min Kim, Jinwook Kim

Unsupervised Point Cloud Pre-Training via Occlusion Completion

Hanchen Wang, Qi Liu, Xiangyu Yue, Joan Lasenby, Matt J. Kusner

Interaction Compass: Multi-Label Zero-Shot Learning of Human-Object Interactions via Spatial Relations

Dat Huynh, Ehsan Elhamifar

Task Switching Network for Multi-Task Learning

Guolei Sun, Thomas Probst, Danda Pani Paudel, Nikola Popovic, Menelaos Kanakis

Exploration and Estimation for Model Compression

Yanfu Zhang, Shangqian Gao, Heng Huang

Dual Transfer Learning for Event-Based End-Task Prediction via Pluggable Event to Image Translation

Lin Wang, Yujeong Chae, Kuk-Jin Yoon

Disentangled Lifespan Face Synthesis

Sen He, Wentong Liao, Michael Ying Yang, Yi-Zhe Song, Bodo Rosenhahn

TokenPose: Learning Keypoint Tokens for Human Pose Estimation

Yanjie Li, Shoukui Zhang, Zhicheng Wang, Sen Yang, Wankou Yang

Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data

Ning Yu, Vladislav Skripniuk, Sahar Abdelnabi, Mario Fritz

Efficient and Differentiable Shadow Computation for Inverse Problems

Linjie Lyu, Marc Habermann, Lingjie Liu, Mallikarjun B R, Ayush Tewari

Neural Photofit: Gaze-Based Mental Image Reconstruction

Florian Strohm, Ekta Sood, Sven Mayer, Philipp Müller, Mihai Bâce

Interpreting Attributions and Interactions of Adversarial Attacks

Xin Wang, Shuyun Lin, Hao Zhang, Yufei Zhu, Quanshi Zhang

Pyramid Point Cloud Transformer for Large-Scale Place Recognition

Le Hui, Hang Yang, Mingmei Cheng, Jin Xie, Jian Yang

Synthesized Feature Based Few-Shot Class-Incremental Learning on a Mixture of Subspaces

Ali Cheraghian, Shafin Rahman, Sameera Ramasinghe, Pengfei Fang, Christian Simon

Interpretable Image Recognition by Constructing Transparent Embedding Space

Jiaqi Wang, Huafeng Liu, Xinyue Wang, Liping Jing

Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation

JINYU YANG, Chunyuan Li, Weizhi An, Hehuan Ma, Yuzhi Guo

Multi-View Radar Semantic Segmentation

Arthur Ouaknine, Alasdair Newson, Patrick Pérez, Florence Tupin, Julien Rebut

DeepPanoContext: Panoramic 3D Scene Understanding With Holistic Scene Context Graph and Relation-Based Optimization

Cheng Zhang, Zhaopeng Cui, Cai Chen, Shuaicheng Liu, Bing Zeng

Improving Robustness of Facial Landmark Detection by Defending Against Adversarial Attacks

Congcong Zhu, Xiaoqiang Li, Jide Li, songmin dai

Emerging Properties in Self-Supervised Vision Transformers

Mathilde Caron, Hugo Touvron, Ishan Misra, Herve Jegou, Julien Mairal

Improving Neural Network Efficiency via Post-Training Quantization With Adaptive Floating-Point

Fangxin Liu, Wenbo Zhao, Zhezhi He, Yanzhi Wang, Zongwu Wang

Tune It the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density

Kuniaki Saito, Donghyun Kim, Piotr Teterwak, Stan Sclaroff, Trevor Darrell

Coarsely-Labeled Data for Better Few-Shot Transfer

Cheng Perng Phoo, Bharath Hariharan

AutoShape: Real-Time Shape-Aware Monocular 3D Object Detection

Zongdai Liu, Dingfu Zhou, Feixiang Lu, Jin Fang, Liangjun Zhang

Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images

Richard J. Chen, Ming Y. Lu, Wei-Hung Weng, Tiffany Y. Chen, Drew F.K. Williamson

RAIN: Reinforced Hybrid Attention Inference Network for Motion Forecasting

Jiachen Li, Fan Yang, Hengbo Ma, Srikanth Malla, Masayoshi Tomizuka

Robust Small-Scale Pedestrian Detection With Cued Recall via Memory Learning

Jung Uk Kim, Sungjune Park, Yong Man Ro

RMSMP: A Novel Deep Neural Network Quantization Framework With Row-Wise Mixed Schemes and Multiple Precisions

Sung-En Chang, Yanyu Li, Mengshu Sun, Weiwen Jiang, Sijia Liu

Structure-Transformed Texture-Enhanced Network for Person Image Synthesis

Munan Xu, Yuanqi Chen, Shan Liu, Thomas H. Li, Ge Li

DAM: Discrepancy Alignment Metric for Face Recognition

Jiaheng Liu, Yudong Wu, Yichao Wu, Chuming Li, Xiaolin Hu

BioFors: A Large Biomedical Image Forensics Dataset

Ekraam Sabir, Soumyaroop Nandi, Wael Abd-Almageed, Prem Natarajan

Language-Guided Global Image Editing via Cross-Modal Cyclic Mechanism

Wentao Jiang, Ning Xu, Jiayun Wang, Chen Gao, Jing Shi

Generalizing Gaze Estimation With Outlier-Guided Collaborative Adaptation

Yunfei Liu, Ruicong Liu, Haofei Wang, Feng Lu

Interpretable Visual Reasoning via Induced Symbolic Space

Zhonghao Wang, Kai Wang, Mo Yu, Jinjun Xiong, Wen-Mei Hwu

Towards Novel Target Discovery Through Open-Set Domain Adaptation

Taotao Jing, Hongfu Liu, Zhengming Ding

Nerfies: Deformable Neural Radiance Fields

Keunhong Park, Utkarsh Sinha, Jonathan T. Barron, Sofien Bouaziz, Dan B Goldman

Occluded Person Re-Identification With Single-Scale Global Representations

Cheng Yan, Guansong Pang, Jile Jiao, Xiao Bai, Xuetao Feng

Regularizing Nighttime Weirdness: Efficient Self-Supervised Monocular Depth Estimation in the Dark

Kun Wang, Zhenyu Zhang, Zhiqiang Yan, Xiang Li, Baobei Xu

AdaFit: Rethinking Learning-Based Normal Estimation on Point Clouds

Runsong Zhu, Yuan Liu, Zhen Dong, Yuan Wang, Tengping Jiang

Trash To Treasure: Harvesting OOD Data With Cross-Modal Matching for Open-Set Semi-Supervised Learning

Junkai Huang, Chaowei Fang, Weikai Chen, Zhenhua Chai, Xiaolin Wei

Few-Shot and Continual Learning With Attentive Independent Mechanisms

Eugene Lee, Cheng-Han Huang, Chen-Yi Lee

Striking a Balance Between Stability and Plasticity for Class-Incremental Learning

Guile Wu, Shaogang Gong, Pan Li

Iterative Label Cleaning for Transductive and Semi-Supervised Few-Shot Learning

Michalis Lazarou, Tania Stathaki, Yannis Avrithis

Continual Prototype Evolution: Learning Online From Non-Stationary Data Streams

Matthias De Lange, Tinne Tuytelaars

Cluster-Promoting Quantization With Bit-Drop for Minimizing Network Quantization Loss

Jung Hyun Lee, Jihun Yun, Sung Ju Hwang, Eunho Yang

Deep Survival Analysis With Longitudinal X-Rays for COVID-19

Michelle Shu, Richard Strong Bowen, Charles Herrmann, Gengmo Qi, Michele Santacatterina

VaPiD: A Rapid Vanishing Point Detector via Learned Optimizers

Shichen Liu, Yichao Zhou, Yajie Zhao

Learning an Augmented RGB Representation With Cross-Modal Knowledge Distillation for Action Detection

Rui Dai, Srijan Das, francois bremond

Weakly-Supervised Video Anomaly Detection With Robust Temporal Feature Magnitude Learning

Yu Tian, Guansong Pang, Yuanhong Chen, Rajvinder Singh, Johan W. Verjans

Panoptic Narrative Grounding

Cristina González, Nicolás Ayobi, Isabela Hernández, José Hernández, Jordi Pont-Tuset

Understanding and Evaluating Racial Biases in Image Captioning

Dora Zhao, Angelina Wang, Olga Russakovsky

Cross-Descriptor Visual Localization and Mapping

Mihai Dusmanu, Ondrej Miksik, Johannes L. Schonberger, Marc Pollefeys

SIGNET: Efficient Neural Representation for Light Fields

Brandon Yushan Feng, Amitabh Varshney

Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation

Sanghun Jung, Jungsoo Lee, DAEHOON GWAK, Sungha Choi, Jaegul Choo

Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation

Yuanyi Zhong, Bodi Yuan, Hong Wu, Zhiqiang Yuan, Jian Peng

Exploiting Multi-Object Relationships for Detecting Adversarial Attacks in Complex Scenes

Mingjun Yin, Shasha Li, Zikui Cai, Chengyu Song, M. Salman Asif

Dissecting Image Crops

Basile Van Hoorick, Carl Vondrick

Low-Rank Tensor Completion by Approximating the Tensor Average Rank

Zhanliang Wang, Junyu Dong, Xinguo Liu, Xueying Zeng

ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement

Yuval Alaluf, Or Patashnik, Daniel Cohen-or

Shape Self-Correction for Unsupervised Point Cloud Understanding

Ye Chen, Jinxian Liu, Bingbing Ni, Hang Wang, Jiancheng YANG

Pose Invariant Topological Memory for Visual Navigation

Asuto Taniguchi, Fumihiro Sasaki, Ryota Yamashina

Real-Time Vanishing Point Detector Integrating Under-Parameterized RANSAC and Hough Transform

Jianping Wu, Liang Zhang, Ye Liu, Ke Chen

Incorporating Learnable Membrane Time Constant To Enhance Learning of Spiking Neural Networks

Wei Fang, Zhaofei Yu, Yanqi Chen, Timothée Masquelier, Tiejun Huang

Learning Icosahedral Spherical Probability Map Based on Bingham Mixture Model for Vanishing Point Estimation

Haoang Li, Kai Chen, Pyojin Kim, Kuk-Jin Yoon, Zhe Liu

Weakly Supervised Person Search With Region Siamese Networks

Chuchu Han, Kai Su, Dongdong Yu, Zehuan Yuan, Changxin Gao

SIMstack: A Generative Shape and Instance Model for Unordered Object Stacks

Zoe Landgraf, Raluca Scona, Tristan Laidlow, Stephen James, Stefan Leutenegger

Field Convolutions for Surface CNNs

Thomas W. Mitchel, Vladimir G. Kim, Michael Kazhdan

Glimpse-Attend-and-Explore: Self-Attention for Active Visual Exploration

Soroush Seifi, Abhishek Jha, Tinne Tuytelaars

Triggering Failures: Out-of-Distribution Detection by Learning From Local Adversarial Attacks in Semantic Segmentation

Victor Besnier, Andrei Bursuc, David Picard, Alexandre Briot

MultiSports: A Multi-Person Video Dataset of Spatio-Temporally Localized Sports Actions

Yixuan Li, Lei Chen, Runyu He, Zhenzhi Wang, Gangshan Wu

Minimal Adversarial Examples for Deep Learning on 3D Point Clouds

Jaeyeon Kim, Binh-Son Hua, Thanh Nguyen, Sai-Kit Yeung

UASNet: Uncertainty Adaptive Sampling Network for Deep Stereo Matching

Yamin Mao, Zhihua Liu, Weiming Li, Yuchao Dai, Qiang Wang

Adversarial Attack on Deep Cross-Modal Hamming Retrieval

CHAO LI, Shangqian Gao, Cheng Deng, Wei Liu, Heng Huang

Adaptive Graph Convolution for Point Cloud Analysis

Haoran Zhou, Yidan Feng, Mingsheng Fang, Mingqiang Wei, Jing Qin

Class Semantics-Based Attention for Action Detection

Deepak Sridhar, Niamul Quader, Srikanth Muralidharan, Yaoxin Li, Peng Dai

HuMoR: 3D Human Motion Model for Robust Pose Estimation

Davis Rempe, Tolga Birdal, Aaron Hertzmann, Jimei Yang, Srinath Sridhar

AdvDrop: Adversarial Attack to DNNs by Dropping Information

Ranjie Duan, YueFeng Chen, Dantong Niu, Yun Yang, A. K. Qin

Improving Robustness Against Common Corruptions With Frequency Biased Models

Tonmoy Saikia, Cordelia Schmid, Thomas Brox

Speech Drives Templates: Co-Speech Gesture Synthesis With Learned Templates

Shenhan Qian, Zhi Tu, Yihao Zhi, Wen Liu, Shenghua Gao

Mean Shift for Self-Supervised Learning

Soroush Abbasi Koohpayegani, Ajinkya Tejankar, Hamed Pirsiavash