ICCV 2021

1,612 papers

SimROD: A Simple Adaptation Method for Robust Object Detection

Rindra Ramamonjison, Amin Banitalebi-Dehkordi, Xinyu Kang, Xiaolong Bai, Yong Zhang

The Devil Is in the Task: Exploiting Reciprocal Appearance-Localization Features for Monocular 3D Object Detection

Zhikang Zou, Xiaoqing Ye, Liang Du, Xianhui Cheng, Xiao Tan

Free-Form Description Guided 3D Visual Graph Network for Object Grounding in Point Cloud

Mingtao Feng, Zhen Li, Qi Li, Liang Zhang, Xiangdong Zhang

Dynamic Cross Feature Fusion for Remote Sensing Pansharpening

Xiao Wu, Ting-Zhu Huang, Liang-Jian Deng, Tian-Jing Zhang

Swin Transformer: Hierarchical Vision Transformer Using Shifted Windows

Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei

Learning Inner-Group Relations on Point Clouds

Haoxi Ran, Wei Zhuo, Jun Liu, Li Lu

ASMR: Learning Attribute-Based Person Search With Adaptive Semantic Margin Regularizer

Boseung Jeong, Jicheol Park, Suha Kwak

DiagViB-6: A Diagnostic Benchmark Suite for Vision Models in the Presence of Shortcut and Generalization Opportunities

Elias Eulig, Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Kilian Rambach, William Beluch

Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning

Zixu Zhao, Yueming Jin, Pheng-Ann Heng

Learning With Privileged Tasks

Yuru Song, Zan Lou, Shan You, Erkun Yang, Fei Wang

SIGN: Spatial-Information Incorporated Generative Network for Generalized Zero-Shot Semantic Segmentation

Jiaxin Cheng, Soumyaroop Nandi, Prem Natarajan, Wael Abd-Almageed

Clustering by Maximizing Mutual Information Across Views

Kien Do, Truyen Tran, Svetha Venkatesh

Gradient Normalization for Generative Adversarial Networks

Yi-Lun Wu, Hong-Han Shuai, Zhi-Rui Tam, Hong-Yu Chiu

Graspness Discovery in Clutters for Fast and Accurate Grasp Detection

Chenxi Wang, Hao-Shu Fang, Minghao Gou, Hongjie Fang, Jin Gao

Attentive and Contrastive Learning for Joint Depth and Motion Field Estimation

Seokju Lee, Francois Rameau, Fei Pan, In So Kweon

Naturalistic Physical Adversarial Patch for Object Detectors

Yu-Chih-Tuan Hu, Bo-Han Kung, Daniel Stanley Tan, Jun-Cheng Chen, Kai-Lung Hua

Event-Based Video Reconstruction Using Transformer

Wenming Weng, Yueyi Zhang, Zhiwei Xiong

Visual Saliency Transformer

Nian Liu, Ni Zhang, Kaiyuan Wan, Ling Shao, Junwei Han

Change Is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery

Zhuo Zheng, Ailong Ma, Liangpei Zhang, Yanfei Zhong

Episodic Transformer for Vision-and-Language Navigation

Alexander Pashevich, Cordelia Schmid, Chen Sun

Motion Deblurring With Real Events

Fang Xu, Lei Yu, Bishan Wang, Wen Yang, Gui-Song Xia

Learning Latent Architectural Distribution in Differentiable Neural Architecture Search via Variational Information Maximization

Yaoming Wang, Yuchen Liu, Wenrui Dai, Chenglin Li, Junni Zou

Sparse-Shot Learning With Exclusive Cross-Entropy for Extremely Many Localisations

Andreas Panteli, Jonas Teuwen, Hugo Horlings, Efstratios Gavves

Gradient Distribution Alignment Certificates Better Adversarial Domain Adaptation

Zhiqiang Gao, Shufei Zhang, Kaizhu Huang, Qiufeng Wang, Chaoliang Zhong

TkML-AP: Adversarial Attacks to Top-k Multi-Label Learning

Shu Hu, Lipeng Ke, Xin Wang, Siwei Lyu

FloorPlanCAD: A Large-Scale CAD Drawing Dataset for Panoptic Symbol Spotting

Zhiwen Fan, Lingjie Zhu, Honghua Li, Xiaohao Chen, Siyu Zhu

SurfaceNet: Adversarial SVBRDF Estimation From a Single Image

Giuseppe Vecchio, Simone Palazzo, Concetto Spampinato

Adaptive Curriculum Learning

Yajing Kong, Liu Liu, Jun Wang, Dacheng Tao

Detecting Human-Object Relationships in Videos

Jingwei Ji, Rishi Desai, Juan Carlos Niebles

SketchAA: Abstract Representation for Abstract Sketches

Lan Yang, Kaiyue Pang, Honggang Zhang, Yi-Zhe Song

A Multi-Mode Modulator for Multi-Domain Few-Shot Classification

Yanbin Liu, Juho Lee, Linchao Zhu, Ling Chen, Humphrey Shi

Bootstrap Your Own Correspondences

Mohamed El Banani, Justin Johnson

Weakly Supervised 3D Semantic Segmentation Using Cross-Image Consensus and Inter-Voxel Affinity Relations

Xiaoyu Zhu, Jeffrey Chen, Xiangrui Zeng, Junwei Liang, Chengqi Li

Toward a Visual Concept Vocabulary for GAN Latent Space

Sarah Schwettmann, Evan Hernandez, David Bau, Samuel Klein, Jacob Andreas

Invisible Backdoor Attack With Sample-Specific Triggers

Yuezun Li, Yiming Li, Baoyuan Wu, Longkang Li, Ran He

Sample Efficient Detection and Classification of Adversarial Attacks via Self-Supervised Embeddings

Mazda Moayeri, Soheil Feizi

SAT: 2D Semantics Assisted Training for 3D Visual Grounding

Zhengyuan Yang, Songyang Zhang, Liwei Wang, Jiebo Luo

Provably Approximated Point Cloud Registration

Ibrahim Jubran, Alaa Maalouf, Ron Kimmel, Dan Feldman

A Unified Objective for Novel Class Discovery

Enrico Fini, Enver Sangineto, Stéphane Lathuilière, Zhun Zhong, Moin Nabi

Deep Relational Metric Learning

Wenzhao Zheng, Borui Zhang, Jiwen Lu, Jie Zhou

Deep Blind Video Super-Resolution

Jinshan Pan, Haoran Bai, Jiangxin Dong, Jiawei Zhang, Jinhui Tang

PixelPyramids: Exact Inference Models From Lossless Image Pyramids

Shweta Mahajan, Stefan Roth

DWKS: A Local Descriptor of Deformations Between Meshes and Point Clouds

Robin Magnet, Maks Ovsjanikov

SUNet: Symmetric Undistortion Network for Rolling Shutter Correction

Bin Fan, Yuchao Dai, Mingyi He

Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling?

Yue Song, Nicu Sebe, Wei Wang

Action-Conditioned 3D Human Motion Synthesis With Transformer VAE

Mathis Petrovich, Michael J. Black, Gül Varol

Self-Supervised Object Detection via Generative Image Synthesis

Siva Karthik Mustikovela, Shalini De Mello, Aayush Prakash, Umar Iqbal, Sifei Liu

Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding

Mike Roberts, Jason Ramapuram, Anurag Ranjan, Atulit Kumar, Miguel Angel Bautista

FREE: Feature Refinement for Generalized Zero-Shot Learning

Shiming Chen, Wenjie Wang, Beihao Xia, Qinmu Peng, Xinge You

Disentangled High Quality Salient Object Detection

Lv Tang, Bo Li, YiJie Zhong, Shouhong Ding, Mofei Song

STRIVE: Scene Text Replacement in Videos

Vijay Kumar B G, Jeyasri Subramanian, Varnith Chordia, Eugene Bart, Shaobo Fang

Meta-Aggregator: Learning To Aggregate for 1-Bit Graph Neural Networks

Yongcheng Jing, Yiding Yang, Xinchao Wang, Mingli Song, Dacheng Tao

Rethinking and Improving Relative Position Encoding for Vision Transformer

Kan Wu, Houwen Peng, Minghao Chen, Jianlong Fu, Hongyang Chao

Retrieve in Style: Unsupervised Facial Feature Transfer and Retrieval

Min Jin Chong, Wen-Sheng Chu, Abhishek Kumar, David Forsyth

Seminar Learning for Click-Level Weakly Supervised Semantic Segmentation

Hongjun Chen, Jinbao Wang, Hong Cai Chen, Xiantong Zhen, Feng Zheng

Large Scale Interactive Motion Forecasting for Autonomous Driving: The Waymo Open Motion Dataset

Scott Ettinger, Shuyang Cheng, Benjamin Caine, Chenxi Liu, Hang Zhao

Orthographic-Perspective Epipolar Geometry

Viktor Larsson, Marc Pollefeys, Magnus Oskarsson

Mutual Supervision for Dense Object Detection

Ziteng Gao, Limin Wang, Gangshan Wu

Virtual Multi-Modality Self-Supervised Foreground Matting for Human-Object Interaction

Bo Xu, Han Huang, Cheng Lu, Ziwen Li, Yandong Guo

Frequency-Aware Spatiotemporal Transformers for Video Inpainting Detection

Bingyao Yu, Wanhua Li, Xiu Li, Jiwen Lu, Jie Zhou

Gaussian Fusion: Accurate 3D Reconstruction via Geometry-Guided Displacement Interpolation

Duo Chen, Zixin Tang, Zhenyu Xu, Yunan Zheng, Yiguang Liu

DRAEM - A Discriminatively Trained Reconstruction Embedding for Surface Anomaly Detection

Vitjan Zavrtanik, Matej Kristan, Danijel Skočaj

Hypergraph Neural Networks for Hypergraph Matching

Xiaowei Liao, Yong Xu, Haibin Ling

Enriching Local and Global Contexts for Temporal Action Localization

Zixin Zhu, Wei Tang, Le Wang, Nanning Zheng, Gang Hua

Adaptive Surface Normal Constraint for Depth Estimation

Xiaoxiao Long, Cheng Lin, Lingjie Liu, Wei Li, Christian Theobalt

SOTR: Segmenting Objects With Transformers

Ruohao Guo, Dantong Niu, Liao Qu, Zhenbo Li

Not All Operations Contribute Equally: Hierarchical Operation-Adaptive Predictor for Neural Architecture Search

Ziye Chen, Yibing Zhan, Baosheng Yu, Mingming Gong, Bo Du

Weakly-Supervised Action Segmentation and Alignment via Transcript-Aware Union-of-Subspaces Learning

Zijia Lu, Ehsan Elhamifar

Few-Shot Semantic Segmentation With Cyclic Memory Network

Guo-sen Xie, Huan Xiong, Jie Liu, Yazhou Yao, Ling Shao

Single View Physical Distance Estimation Using Human Pose

Xiaohan Fei, Henry Wang, Lin Lee Cheong, Xiangyu Zeng, Meng Wang

Omnidata: A Scalable Pipeline for Making Multi-Task Mid-Level Vision Datasets From 3D Scans

Ainaz Eftekhar, Alexander Sax, Jitendra Malik, Amir Zamir

Single Image 3D Shape Retrieval via Cross-Modal Instance and Category Contrastive Learning

Ming-Xian Lin, jie Yang, He Wang, Yu-Kun Lai, Rongfei Jia

Curvature Generation in Curved Spaces for Few-Shot Learning

Zhi Gao, Yuwei Wu, Yunde Jia, Mehrtash Harandi

SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes

Xu Chen, Yufeng Zheng, Michael J. Black, Otmar Hilliges, Andreas Geiger

Image Shape Manipulation From a Single Augmented Training Sample

Yael Vinker, Eliahu Horwitz, Nir Zabari, Yedid Hoshen

Neural Video Portrait Relighting in Real-Time via Consistency Modeling

Longwen Zhang, Qixuan Zhang, Minye Wu, Jingyi Yu, Lan Xu

Viewpoint-Agnostic Change Captioning With Cycle Consistency

Hoeseong Kim, Jongseok Kim, Hyungseok Lee, Hyunsung Park, Gunhee Kim

Visual Distant Supervision for Scene Graph Generation

Yuan Yao, Ao Zhang, Xu Han, Mengdi Li, Cornelius Weber

Summarize and Search: Learning Consensus-Aware Dynamic Convolution for Co-Saliency Detection

Ni Zhang, Junwei Han, Nian Liu, Ling Shao

GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-Efficient Medical Image Recognition

Shih-Cheng Huang, Liyue Shen, Matthew P. Lungren, Serena Yeung

ShapeConv: Shape-Aware Convolutional Layer for Indoor RGB-D Semantic Segmentation

Jinming Cao, Hanchao Leng, Dani Lischinski, Daniel Cohen-or, Changhe Tu

Learning Conditional Knowledge Distillation for Degraded-Reference Image Quality Assessment

Heliang Zheng, Huan Yang, Jianlong Fu, Zheng-Jun Zha, Jiebo Luo

Multi-Source Domain Adaptation for Object Detection

Xingxu Yao, Sicheng Zhao, Pengfei Xu, Jufeng Yang

MAAS: Multi-Modal Assignation for Active Speaker Detection

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

Toward Human-Like Grasp: Dexterous Grasping via Semantic Representation of Object-Hand

Tianqiang Zhu, Rina Wu, Xiangbo Lin, Yi Sun

PIRenderer: Controllable Portrait Image Generation via Semantic Neural Rendering

Yurui Ren, Ge Li, Yuanqi Chen, Thomas H. Li, Shan Liu

ICE: Inter-Instance Contrastive Encoding for Unsupervised Person Re-Identification

Hao Chen, Benoit Lagadec, francois bremond

Discovering 3D Parts From Image Collections

Chun-Han Yao, Wei-Chih Hung, Varun Jampani, Ming-Hsuan Yang

Adversarial Robustness for Unsupervised Domain Adaptation

Muhammad Awais, Fengwei Zhou, Hang Xu, Lanqing Hong, Ping Luo

TF-Blender: Temporal Feature Blender for Video Object Detection

Yiming Cui, Liqi Yan, Zhiwen Cao, Dongfang Liu

Multi-VAE: Learning Disentangled View-Common and View-Peculiar Visual Representations for Multi-View Clustering

Jie Xu, Yazhou Ren, Huayi Tang, Xiaorong Pu, Xiaofeng Zhu

Exploiting Scene Graphs for Human-Object Interaction Detection

Tao He, Lianli Gao, Jingkuan Song, Yuan-Fang Li

Efficient Visual Pretraining With Contrastive Detection

Olivier J. Hénaff, Skanda Koppula, Jean-Baptiste Alayrac, Aaron van den Oord, Oriol Vinyals

TMCOSS: Thresholded Multi-Criteria Online Subset Selection for Data-Efficient Autonomous Driving

Soumi Das, Harikrishna Patibandla, Suparna Bhattacharya, Kshounis Bera, Niloy Ganguly

Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths

Andrea Hornakova, Timo Kaiser, Paul Swoboda, Michal Rolinek, Bodo Rosenhahn

Unsupervised Deep Video Denoising

Dev Yashpal Sheth, Sreyas Mohan, Joshua L. Vincent, Ramon Manzorro, Peter A. Crozier

FACIAL: Synthesizing Dynamic Talking Face With Implicit Attribute Learning

Chenxu Zhang, Yifan Zhao, Yifei Huang, Ming Zeng, Saifeng Ni

Temporal Action Detection With Multi-Level Supervision

Baifeng Shi, Qi Dai, Judy Hoffman, Kate Saenko, Trevor Darrell

Physics-Based Differentiable Depth Sensor Simulation

Benjamin Planche, Rajat Vikram Singh

Memory-Augmented Dynamic Neural Relational Inference

Dong Gong, Frederic Z. Zhang, Javen Qinfeng Shi, Anton van den Hengel