ICCV 2021

1,612 papers

Learnable Boundary Guided Adversarial Training

Jiequan Cui, Shu Liu, Liwei Wang, Jiaya Jia

Target Adaptive Context Aggregation for Video Scene Graph Generation

Yao Teng, Limin Wang, Zhifeng Li, Gangshan Wu

X-World: Accessibility, Vision, and Autonomy Meet

Jimuyang Zhang, Minglan Zheng, Matthew Boyd, Eshed Ohn-Bar

CAPTRA: CAtegory-Level Pose Tracking for Rigid and Articulated Objects From Point Clouds

Yijia Weng, He Wang, Qiang Zhou, Yuzhe Qin, Yueqi Duan

Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation

Yukun Su, Ruizhou Sun, Guosheng Lin, Qingyao Wu

Pyramid Spatial-Temporal Aggregation for Video-Based Person Re-Identification

Yingquan Wang, Pingping Zhang, Shang Gao, Xia Geng, Hu Lu

Towards Learning Spatially Discriminative Feature Representations

Chaofei Wang, Jiayu Xiao, Yizeng Han, Qisen Yang, Shiji Song

Photon-Starved Scene Inference Using Single Photon Cameras

Bhavya Goyal, Mohit Gupta

Contrast and Classify: Training Robust VQA Models

Yash Kant, Abhinav Moudgil, Dhruv Batra, Devi Parikh, Harsh Agrawal

JEM++: Improved Techniques for Training JEM

Xiulong Yang, Shihao Ji

Benchmark Platform for Ultra-Fine-Grained Visual Categorization Beyond Human Performance

Xiaohan Yu, Yang Zhao, Yongsheng Gao, Xiaohui Yuan, Shengwu Xiong

Attack As the Best Defense: Nullifying Image-to-Image Translation GANs via Limit-Aware Adversarial Attack

Chin-Yuan Yeh, Hsi-Wen Chen, Hong-Han Shuai, De-Nian Yang, Ming-syan Chen

Dressing in Order: Recurrent Person Image Generation for Pose Transfer, Virtual Try-On and Outfit Editing

Aiyu Cui, Daniel McKee, Svetlana Lazebnik

A Simple Framework for 3D Lensless Imaging With Programmable Masks

Yucheng Zheng, Yi Hua, Aswin C. Sankaranarayanan, M. Salman Asif

Differentiable Dynamic Wirings for Neural Networks

Kun Yuan, Quanquan Li, Shaopeng Guo, Dapeng Chen, Aojun Zhou

End-to-End Unsupervised Document Image Blind Denoising

Mehrdad J. Gangeh, Marcin Plata, Hamid R. Motahari Nezhad, Nigel P Duffy

Towers of Babel: Combining Images, Language, and 3D Geometry for Learning Multimodal Vision

Xiaoshi Wu, Hadar Averbuch-Elor, Jin Sun, Noah Snavely

Where2Act: From Pixels to Actions for Articulated 3D Objects

Kaichun Mo, Leonidas J. Guibas, Mustafa Mukadam, Abhinav Gupta, Shubham Tulsiani

Consistency-Aware Graph Network for Human Interaction Understanding

Zhenhua Wang, Jiajun Meng, Dongyan Guo, Jianhua Zhang, Javen Qinfeng Shi

Influence-Balanced Loss for Imbalanced Visual Classification

Seulki Park, Jongin Lim, Younghan Jeon, Jin Young Choi

Online Multi-Granularity Distillation for GAN Compression

Yuxi Ren, Jie Wu, Xuefeng Xiao, Jianchao Yang

Interaction via Bi-Directional Graph of Semantic Region Affinity for Scene Parsing

Henghui Ding, Hui Zhang, Jun Liu, Jiaxin Li, Zijian Feng

Teacher-Student Adversarial Depth Hallucination To Improve Face Recognition

Hardik Uppal, Alireza Sepas-Moghaddam, Michael Greenspan, Ali Etemad

Tokens-to-Token ViT: Training Vision Transformers From Scratch on ImageNet

Li Yuan, Yunpeng Chen, Tao Wang, Weihao Yu, Yujun Shi

HiFT: Hierarchical Feature Transformer for Aerial Tracking

Ziang Cao, Changhong Fu, Junjie Ye, Bowen Li, Yiming Li

On the Robustness of Vision Transformers to Adversarial Examples

Kaleel Mahmood, Rigel Mahmood, Marten van Dijk

GridToPix: Training Embodied Agents With Minimal Supervision

Unnat Jain, Iou-Jen Liu, Svetlana Lazebnik, Aniruddha Kembhavi, Luca Weihs

Personalized Trajectory Prediction via Distribution Discrimination

Guangyi Chen, Junlong Li, Nuoxing Zhou, Liangliang Ren, Jiwen Lu

FaPN: Feature-Aligned Pyramid Network for Dense Image Prediction

Shihua Huang, Zhichao Lu, Ran Cheng, Cheng He

Discriminative Region-Based Multi-Label Zero-Shot Learning

Sanath Narayan, Akshita Gupta, Salman Khan, Fahad Shahbaz Khan, Ling Shao

Single-Shot Hyperspectral-Depth Imaging With Learned Diffractive Optics

Seung-Hwan Baek, Hayato Ikoma, Daniel S. Jeon, Yuqi Li, Wolfgang Heidrich

Multiresolution Deep Implicit Functions for 3D Shape Representation

Zhang Chen, Yinda Zhang, Kyle Genova, Sean Fanello, Sofien Bouaziz

Learning To Hallucinate Examples From Extrinsic and Intrinsic Supervision

Liangke Gui, Adrien Bardes, Ruslan Salakhutdinov, Alexander Hauptmann, Martial Hebert

Data-Free Universal Adversarial Perturbation and Black-Box Attack

Chaoning Zhang, Philipp Benz, Adil Karjauv, In So Kweon

RangeDet: In Defense of Range View for LiDAR-Based 3D Object Detection

Lue Fan, Xuan Xiong, Feng Wang, Naiyan Wang, Zhaoxiang Zhang

An Empirical Study of Training Self-Supervised Vision Transformers

Xinlei Chen, Saining Xie, Kaiming He

Self-Supervised Monocular Depth Estimation for All Day Images Using Domain Separation

Lina Liu, Xibin Song, Mengmeng Wang, Yong Liu, Liangjun Zhang

VideoLT: Large-Scale Long-Tailed Video Recognition

Xing Zhang, Zuxuan Wu, Zejia Weng, Huazhu Fu, Jingjing Chen

FMODetect: Robust Detection of Fast Moving Objects

Denys Rozumnyi, Jiri Matas, Filip Sroubek, Marc Pollefeys, Martin R. Oswald

VMNet: Voxel-Mesh Network for Geodesic-Aware 3D Semantic Segmentation

Zeyu Hu, Xuyang Bai, Jiaxiang Shang, Runze Zhang, Jiayu Dong

DivAug: Plug-In Automated Data Augmentation With Explicit Diversity Maximization

Zirui Liu, Haifeng Jin, Ting-Hsiang Wang, Kaixiong Zhou, Xia Hu

Defocus Map Estimation and Deblurring From a Single Dual-Pixel Image

Shumian Xin, Neal Wadhwa, Tianfan Xue, Jonathan T. Barron, Pratul P. Srinivasan

Training Multi-Object Detector by Estimating Bounding Box Distribution for Input Image

Jaeyoung Yoo, Hojun Lee, Inseop Chung, Geonseok Seo, Nojun Kwak

Self-Supervised 3D Face Reconstruction via Conditional Estimation

Yandong Wen, Weiyang Liu, Bhiksha Raj, Rita Singh

Learning Multi-Scene Absolute Pose Regression With Transformers

Yoli Shavit, Ron Ferens, Yosi Keller

Rethinking the Backdoor Attacks' Triggers: A Frequency Perspective

Yi Zeng, Won Park, Z. Morley Mao, Ruoxi Jia

Context-Aware Scene Graph Generation With Seq2Seq Transformers

Yichao Lu, Himanshu Rai, Jason Chang, Boris Knyazev, Guangwei Yu

SSH: A Self-Supervised Framework for Image Harmonization

Yifan Jiang, He Zhang, Jianming Zhang, Yilin Wang, Zhe Lin

Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation

Antoine Saporta, Tuan-Hung VU, Matthieu Cord, Patrick Pérez

Instance-Wise Hard Negative Example Generation for Contrastive Learning in Unpaired Image-to-Image Translation

Weilun Wang, Wengang Zhou, Jianmin Bao, Dong Chen, Houqiang Li

SGMNet: Learning Rotation-Invariant Point Cloud Representations via Sorted Gram Matrix

Jianyun Xu, Xin Tang, Yushi Zhu, Jie Sun, Shiliang Pu

Orthogonal Jacobian Regularization for Unsupervised Disentanglement in Image Generation

Yuxiang Wei, Yupeng Shi, Xiao Liu, Zhilong Ji, Yuan Gao

Three Steps to Multimodal Trajectory Prediction: Modality Clustering, Classification and Synthesis

Jianhua Sun, Yuxuan Li, Hao-Shu Fang, Cewu Lu

LOKI: Long Term and Key Intentions for Trajectory Prediction

Harshayu Girase, Haiming Gang, Srikanth Malla, Jiachen Li, Akira Kanehara

Full-Body Motion From a Single Head-Mounted Device: Generating SMPL Poses From Partial Observations

Andrea Dittadi, Sebastian Dziadzio, Darren Cosker, Ben Lundell, Thomas J. Cashman

ME-PCN: Point Completion Conditioned on Mask Emptiness

Bingchen Gong, Yinyu Nie, Yiqun Lin, Xiaoguang Han, Yizhou Yu

AA-RMVSNet: Adaptive Aggregation Recurrent Multi-View Stereo Network

Zizhuang Wei, Qingtian Zhu, Chen Min, Yisong Chen, Guoping Wang

Revitalizing Optimization for 3D Human Pose and Shape Estimation: A Sparse Constrained Formulation

Taosha Fan, Kalyan Vasudev Alwala, Donglai Xiang, Weipeng Xu, Todd Murphey

VIL-100: A New Dataset and a Baseline Model for Video Instance Lane Detection

Yujun Zhang, LEI ZHU, Wei Feng, Huazhu Fu, Mingqian Wang

Move2Hear: Active Audio-Visual Source Separation

Sagnik Majumder, Ziad Al-Halah, Kristen Grauman

Rethinking Spatial Dimensions of Vision Transformers

Byeongho Heo, Sangdoo Yun, Dongyoon Han, Sanghyuk Chun, Junsuk Choe

SA-ConvONet: Sign-Agnostic Optimization of Convolutional Occupancy Networks

Jiapeng Tang, Jiabao Lei, Dan Xu, Feiying Ma, Kui Jia

Towards the Unseen: Iterative Text Recognition by Distilling From Errors

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

SelfReg: Self-Supervised Contrastive Regularization for Domain Generalization

Daehee Kim, Youngjun Yoo, Seunghyun Park, Jinkyu Kim, Jaekoo Lee

Dense Deep Unfolding Network With 3D-CNN Prior for Snapshot Compressive Imaging

Zhuoyuan Wu, Jian Zhang, Chong Mou

Divide-and-Assemble: Learning Block-Wise Memory for Unsupervised Anomaly Detection

Jinlei Hou, Yingying Zhang, Qiaoyong Zhong, Di Xie, Shiliang Pu

Video Instance Segmentation With a Propose-Reduce Paradigm

Huaijia Lin, Ruizheng Wu, Shu Liu, Jiangbo Lu, Jiaya Jia

Multi-Expert Adversarial Attack Detection in Person Re-Identification Using Context Inconsistency

Xueping Wang, Shasha Li, Min Liu, Yaonan Wang, Amit K. Roy-Chowdhury

ReconfigISP: Reconfigurable Camera Image Processing Pipeline

Ke Yu, Zexian Li, Yue Peng, Chen Change Loy, Jinwei Gu

Toward Spatially Unbiased Generative Models

Jooyoung Choi, Jungbeom Lee, Yonghyun Jeong, Sungroh Yoon

Sparse-to-Dense Feature Matching: Intra and Inter Domain Cross-Modal Learning in Domain Adaptation for 3D Semantic Segmentation

Duo Peng, Yinjie Lei, Wen Li, Pingping Zhang, Yulan Guo

Unlocking the Potential of Ordinary Classifier: Class-Specific Adversarial Erasing Framework for Weakly Supervised Semantic Segmentation

Hyeokjun Kweon, Sung-Hoon Yoon, Hyeonseong Kim, Daehee Park, Kuk-Jin Yoon

Towards Rotation Invariance in Object Detection

Agastya Kalra, Guy Stoppi, Bradley Brown, Rishav Agarwal, Achuta Kadambi

Warp Consistency for Unsupervised Learning of Dense Correspondences

Prune Truong, Martin Danelljan, Fisher Yu, Luc Van Gool

Multi-Modality Associative Bridging Through Memory: Speech Sound Recollected From Face Video

Minsu Kim, Joanna Hong, Se Jin Park, Yong Man Ro

Learning Generative Models of Textured 3D Meshes From Real-World Images

Dario Pavllo, Jonas Köhler, Thomas Hofmann, Aurelien Lucchi

Real-Time Video Inference on Edge Devices via Adaptive Model Streaming

Mehrdad Khani, Pouya Hamadanian, Arash Nasr-Esfahany, Mohammad Alizadeh

PreDet: Large-Scale Weakly Supervised Pre-Training for Detection

Vignesh Ramanathan, Rui Wang, Dhruv Mahajan

Learning Self-Consistency for Deepfake Detection

Tianchen Zhao, Xiang Xu, Mingze Xu, Hui Ding, Yuanjun Xiong

Modulated Graph Convolutional Network for 3D Human Pose Estimation

Zhiming Zou, Wei Tang

Anonymizing Egocentric Videos

Daksh Thapar, Aditya Nigam, Chetan Arora

Aha! Adaptive History-Driven Attack for Decision-Based Black-Box Models

Jie Li, Rongrong Ji, Peixian Chen, Baochang Zhang, Xiaopeng Hong

Learning To Match Features With Seeded Graph Matching Network

Hongkai Chen, Zixin Luo, Jiahui Zhang, Lei Zhou, Xuyang Bai

Online Pseudo Label Generation by Hierarchical Cluster Dynamics for Adaptive Person Re-Identification

Yi Zheng, SHIXIANG TANG, Guolong Teng, Yixiao Ge, Kaijian Liu

Dynamic View Synthesis From Dynamic Monocular Video

Chen Gao, Ayush Saraf, Johannes Kopf, Jia-Bin Huang

Adversarial Example Detection Using Latent Neighborhood Graph

Ahmed Abusnaina, Yuhang Wu, Sunpreet Arora, Yizhen Wang, Fei Wang

Domain-Aware Universal Style Transfer

Kibeom Hong, Seogkyu Jeon, Huan Yang, Jianlong Fu, Hyeran Byun

Scene Synthesis via Uncertainty-Driven Attribute Synchronization

Haitao Yang, Zaiwei Zhang, Siming Yan, Haibin Huang, Chongyang Ma

Prediction by Anticipation: An Action-Conditional Prediction Method Based on Interaction Learning

Ershad Banijamali, Mohsen Rohani, Elmira Amirloo, Jun Luo, Pascal Poupart

Simpler Is Better: Few-Shot Semantic Segmentation With Classifier Weight Transformer

Zhihe Lu, Sen He, Xiatian Zhu, Li Zhang, Yi-Zhe Song

MEDIRL: Predicting the Visual Attention of Drivers via Maximum Entropy Deep Inverse Reinforcement Learning

Sonia Baee, Erfan Pakdamanian, Inki Kim, Lu Feng, Vicente Ordonez

Learning Realistic Human Reposing Using Cyclic Self-Supervision With 3D Shape, Pose, and Appearance Consistency

Soubhik Sanyal, Alex Vorobiov, Timo Bolkart, Matthew Loper, Betty Mohler

Unifying Nonlocal Blocks for Neural Networks

LEI ZHU, Qi She, Duo Li, Yanye Lu, Xuejing Kang

Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution

Jingyun Liang, Guolei Sun, Kai Zhang, Luc Van Gool, Radu Timofte

Removing Adversarial Noise in Class Activation Feature Space

Dawei Zhou, Nannan Wang, Chunlei Peng, Xinbo Gao, Xiaoyu Wang

Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces

Bert Moons, Parham Noorzad, Andrii Skliar, Giovanni Mariani, Dushyant Mehta

Wanderlust: Online Continual Object Detection in the Real World

Jianren Wang, Xin Wang, Yue Shang-Guan, Abhinav Gupta

Saliency-Associated Object Tracking

Zikun Zhou, Wenjie Pei, Xin Li, Hongpeng Wang, Feng Zheng

Pathdreamer: A World Model for Indoor Navigation

Jing Yu Koh, Honglak Lee, Yinfei Yang, Jason Baldridge, Peter Anderson

Hierarchical Memory Matching Network for Video Object Segmentation

Hongje Seong, Seoung Wug Oh, Joon-Young Lee, Seongwon Lee, Suhyeon Lee