CVPR 2021

1,660 papers

A Closer Look at Fourier Spectrum Discrepancies for CNN-Generated Images Detection

Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Ngai-Man Cheung

Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain

Honggu Liu, Xiaodan Li, Wenbo Zhou, YueFeng Chen, Yuan He

Face Forensics in the Wild

Tianfei Zhou, Wenguan Wang, Zhiyuan Liang, Jianbing Shen

Using Shape To Categorize: Low-Shot Learning With an Explicit Shape Bias

Stefan Stojanov, Anh Thai, James M. Rehg

Dynamic Weighted Learning for Unsupervised Domain Adaptation

Ni Xiao, Lei Zhang

Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing

Tianfei Zhou, Wenguan Wang, Si Liu, Yi Yang, Luc Van Gool

Neighbor2Neighbor: Self-Supervised Denoising From Single Noisy Images

Tao Huang, Songjiang Li, Xu Jia, Huchuan Lu, Jianzhuang Liu

FrameExit: Conditional Early Exiting for Efficient Video Recognition

Amir Ghodrati, Babak Ehteshami Bejnordi, Amirhossein Habibian

Positive-Congruent Training: Towards Regression-Free Model Updates

Sijie Yan, Yuanjun Xiong, Kaustav Kundu, Shuo Yang, Siqi Deng

Multi-Source Domain Adaptation With Collaborative Learning for Semantic Segmentation

Jianzhong He, Xu Jia, Shuaijun Chen, Jianzhuang Liu

Image Inpainting Guided by Coherence Priors of Semantics and Textures

Liang Liao, Jing Xiao, Zheng Wang, Chia-Wen Lin, Shin'ichi Satoh

Scaling Local Self-Attention for Parameter Efficient Visual Backbones

Ashish Vaswani, Prajit Ramachandran, Aravind Srinivas, Niki Parmar, Blake Hechtman

Distractor-Aware Fast Tracking via Dynamic Convolutions and MOT Philosophy

Zikai Zhang, Bineng Zhong, Shengping Zhang, Zhenjun Tang, Xin Liu

TextOCR: Towards Large-Scale End-to-End Reasoning for Arbitrary-Shaped Scene Text

Amanpreet Singh, Guan Pang, Mandy Toh, Jing Huang, Wojciech Galuba

Embedded Discriminative Attention Mechanism for Weakly Supervised Semantic Segmentation

Tong Wu, Junshi Huang, Guangyu Gao, Xiaoming Wei, Xiaolin Wei

Indoor Panorama Planar 3D Reconstruction via Divide and Conquer

Cheng Sun, Chi-Wei Hsiao, Ning-Hsu Wang, Min Sun, Hwann-Tzong Chen

UniT: Unified Knowledge Transfer for Any-Shot Object Detection and Segmentation

Siddhesh Khandelwal, Raghav Goyal, Leonid Sigal

Adversarial Generation of Continuous Images

Ivan Skorokhodov, Savva Ignatyev, Mohamed Elhoseiny

Temporal Query Networks for Fine-Grained Video Understanding

Chuhan Zhang, Ankush Gupta, Andrew Zisserman

2D or not 2D? Adaptive 3D Convolution Selection for Efficient Video Recognition

Hengduo Li, Zuxuan Wu, Abhinav Shrivastava, Larry S. Davis

Transformation Invariant Few-Shot Object Detection

Aoxue Li, Zhenguo Li

Denoise and Contrast for Category Agnostic Shape Completion

Antonio Alliegro, Diego Valsesia, Giulia Fracastoro, Enrico Magli, Tatiana Tommasi

Counterfactual VQA: A Cause-Effect Look at Language Bias

Yulei Niu, Kaihua Tang, Hanwang Zhang, Zhiwu Lu, Xian-Sheng Hua

Improving Transferability of Adversarial Patches on Face Recognition With Generative Models

Zihao Xiao, Xianfeng Gao, Chilin Fu, Yinpeng Dong, Wei Gao

MaX-DeepLab: End-to-End Panoptic Segmentation With Mask Transformers

Huiyu Wang, Yukun Zhu, Hartwig Adam, Alan Yuille, Liang-Chieh Chen

Differentiable Patch Selection for Image Recognition

Jean-Baptiste Cordonnier, Aravindh Mahendran, Alexey Dosovitskiy, Dirk Weissenborn, Jakob Uszkoreit

PU-GCN: Point Cloud Upsampling Using Graph Convolutional Networks

Guocheng Qian, Abdulellah Abualshour, Guohao Li, Ali Thabet, Bernard Ghanem

Dynamic Neural Radiance Fields for Monocular 4D Facial Avatar Reconstruction

Guy Gafni, Justus Thies, Michael Zollhöfer, Matthias Niessner

Seesaw Loss for Long-Tailed Instance Segmentation

Jiaqi Wang, Wenwei Zhang, Yuhang Zang, Yuhang Cao, Jiangmiao Pang

Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets

Yuan-Hong Liao, Amlan Kar, Sanja Fidler

Image Generators With Conditionally-Independent Pixel Synthesis

Ivan Anokhin, Kirill Demochkin, Taras Khakhulin, Gleb Sterkin, Victor Lempitsky

Learning the Superpixel in a Non-Iterative and Lifelong Manner

LEI ZHU, Qi She, Bin Zhang, Yanye Lu, Zhilin Lu

Depth Completion With Twin Surface Extrapolation at Occlusion Boundaries

Saif Imran, Xiaoming Liu, Daniel Morris

PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation

Kehong Gong, Jianfeng Zhang, Jiashi Feng

NeuralFusion: Online Depth Fusion in Latent Space

Silvan Weder, Johannes L. Schonberger, Marc Pollefeys, Martin R. Oswald

Polygonal Building Extraction by Frame Field Learning

Nicolas Girard, Dmitriy Smirnov, Justin Solomon, Yuliya Tarabalka

High-Fidelity Neural Human Motion Transfer From Monocular Video

Moritz Kappel, Vladislav Golyanik, Mohamed Elgharib, Jann-Ole Henningson, Hans-peter Seidel

Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking

Ning Wang, Wengang Zhou, Jie Wang, Houqiang Li

S3: Learnable Sparse Signal Superdensity for Guided Depth Estimation

Yu-Kai Huang, Yueh-Cheng Liu, Tsung-Han Wu, Hung-Ting Su, Yu-Cheng Chang

Watching You: Global-Guided Reciprocal Learning for Video-Based Person Re-Identification

Xuehu Liu, Pingping Zhang, Chenyang Yu, Huchuan Lu, Xiaoyun Yang

LQF: Linear Quadratic Fine-Tuning

Alessandro Achille, Aditya Golatkar, Avinash Ravichandran, Marzia Polito, Stefano Soatto

Refer-It-in-RGBD: A Bottom-Up Approach for 3D Visual Grounding in RGBD Images

Haolin Liu, Anran Lin, Xiaoguang Han, Lei Yang, Yizhou Yu

The Lottery Ticket Hypothesis for Object Recognition

Sharath Girish, Shishira R Maiya, Kamal Gupta, Hao Chen, Larry S. Davis

Drafting and Revision: Laplacian Pyramid Network for Fast High-Quality Artistic Style Transfer

Tianwei Lin, Zhuoqi Ma, Fu Li, Dongliang He, Xin Li

Collaborative Spatial-Temporal Modeling for Language-Queried Video Actor Segmentation

Tianrui Hui, Shaofei Huang, Si Liu, Zihan Ding, Guanbin Li

GAN Prior Embedded Network for Blind Face Restoration in the Wild

Tao Yang, Peiran Ren, Xuansong Xie, Lei Zhang

Tree-Like Decision Distillation

Jie Song, Haofei Zhang, Xinchao Wang, Mengqi Xue, Ying Chen

HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens

Zhaohui Yang, Yunhe Wang, Xinghao Chen, Jianyuan Guo, Wei Zhang

Uncertainty-Aware Joint Salient Object and Camouflaged Object Detection

Aixuan Li, Jing Zhang, Yunqiu Lv, Bowen Liu, Tong Zhang

Deep Dual Consecutive Network for Human Pose Estimation

Zhenguang Liu, Haoming Chen, Runyang Feng, Shuang Wu, Shouling Ji

WOAD: Weakly Supervised Online Action Detection in Untrimmed Videos

Mingfei Gao, Yingbo Zhou, Ran Xu, Richard Socher, Caiming Xiong

Compatibility-Aware Heterogeneous Visual Search

Rahul Duggal, Hao Zhou, Shuo Yang, Yuanjun Xiong, Wei Xia

ColorRL: Reinforced Coloring for End-to-End Instance Segmentation

Tran Anh Tuan, Nguyen Tuan Khoa, Tran Minh Quan, Won-Ki Jeong

No Frame Left Behind: Full Video Action Recognition

Xin Liu, Silvia L. Pintea, Fatemeh Karimi Nejadasl, Olaf Booij, Jan C. van Gemert

Clusformer: A Transformer Based Clustering Approach to Unsupervised Large-Scale Face and Visual Landmark Recognition

Xuan-Bac Nguyen, Duc Toan Bui, Chi Nhan Duong, Tien D. Bui, Khoa Luu

Patchwise Generative ConvNet: Training Energy-Based Models From a Single Natural Image for Internal Learning

Zilong Zheng, Jianwen Xie, Ping Li

Transferable Semantic Augmentation for Domain Adaptation

Shuang Li, Mixue Xie, Kaixiong Gong, Chi Harold Liu, Yulin Wang

Deep Burst Super-Resolution

Goutam Bhat, Martin Danelljan, Luc Van Gool, Radu Timofte

Keypoint-Graph-Driven Learning Framework for Object Pose Estimation

Shaobo Zhang, Wanqing Zhao, Ziyu Guan, Xianlin Peng, Jinye Peng

Gaussian Context Transformer

Dongsheng Ruan, Daiyin Wang, Yuan Zheng, Nenggan Zheng, Min Zheng

Towards Improving the Consistency, Efficiency, and Flexibility of Differentiable Neural Architecture Search

Yibo Yang, Shan You, Hongyang Li, Fei Wang, Chen Qian

Multi-Perspective LSTM for Joint Visual Representation Learning

Alireza Sepas-Moghaddam, Fernando Pereira, Paulo Lobato Correia, Ali Etemad

You Only Look One-Level Feature

Qiang Chen, Yingming Wang, Tong Yang, Xiangyu Zhang, Jian Cheng

Depth-Aware Mirror Segmentation

Haiyang Mei, Bo Dong, Wen Dong, Pieter Peers, Xin Yang

Semantic Segmentation With Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization

Daiqing Li, Junlin Yang, Karsten Kreis, Antonio Torralba, Sanja Fidler

Cross-View Cross-Scene Multi-View Crowd Counting

Qi Zhang, Wei LIN, Antoni B. Chan

Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization

Junting Pan, Siyu Chen, Mike Zheng Shou, Yu Liu, Jing Shao

Learned Initializations for Optimizing Coordinate-Based Neural Representations

Matthew Tancik, Ben Mildenhall, Terrance Wang, Divi Schmidt, Pratul P. Srinivasan

SG-Net: Spatial Granularity Network for One-Stage Video Instance Segmentation

Dongfang Liu, Yiming Cui, Wenbo Tan, Yingjie Chen

Semi-Supervised Action Recognition With Temporal Contrastive Learning

Ankit Singh, Omprakash Chakraborty, Ashutosh Varshney, Rameswar Panda, Rogerio Feris

FESTA: Flow Estimation via Spatial-Temporal Attention for Scene Point Clouds

Haiyan Wang, Jiahao Pang, Muhammad A. Lodhi, YingLi Tian, Dong Tian

Learning View Selection for 3D Scenes

Yifan Sun, Qixing Huang, Dun-Yu Hsiao, Li Guan, Gang Hua

Cross-Modal Center Loss for 3D Cross-Modal Retrieval

Longlong Jing, Elahe Vahdani, Jiaxing Tan, YingLi Tian

3D-MAN: 3D Multi-Frame Attention Network for Object Detection

Zetong Yang, Yin Zhou, zhifeng Chen, Jiquan Ngiam

Dynamic Class Queue for Large Scale Face Recognition in the Wild

Bi Li, Teng Xi, Gang Zhang, Haocheng Feng, Junyu Han

Distribution Alignment: A Unified Framework for Long-Tail Visual Recognition

Songyang Zhang, Zeming Li, Shipeng Yan, Xuming He, Jian Sun

CoCoNets: Continuous Contrastive 3D Scene Representations

Shamit Lal, Mihir Prabhudesai, Ishita Mediratta, Adam W. Harley, Katerina Fragkiadaki

Point 4D Transformer Networks for Spatio-Temporal Modeling in Point Cloud Videos

Hehe Fan, Yi Yang, Mohan Kankanhalli

Hierarchical and Partially Observable Goal-Driven Policy Learning With Goals Relational Graph

Xin Ye, Yezhou Yang

Convolutional Hough Matching Networks

Juhong Min, Minsu Cho

Unsupervised Degradation Representation Learning for Blind Super-Resolution

Longguang Wang, Yingqian Wang, Xiaoyu Dong, Qingyu Xu, Jungang Yang

Part-Aware Panoptic Segmentation

Daan de Geus, Panagiotis Meletis, Chenyang Lu, Xiaoxiao Wen, Gijs Dubbelman

Generalizable Person Re-Identification With Relevance-Aware Mixture of Experts

Yongxing Dai, Xiaotong Li, Jun Liu, Zekun Tong, Ling-Yu Duan

Deep Analysis of CNN-Based Spatio-Temporal Representations for Action Recognition

Chun-Fu Richard Chen, Rameswar Panda, Kandan Ramakrishnan, Rogerio Feris, john cohn

Projecting Your View Attentively: Monocular Road Scene Layout Estimation via Cross-View Transformation

Weixiang Yang, Qi Li, Wenxi Liu, Yuanlong Yu, Yuexin Ma

Flow Guided Transformable Bottleneck Networks for Motion Retargeting

Jian Ren, Menglei Chai, Oliver J. Woodford, Kyle Olszewski, Sergey Tulyakov

GrooMeD-NMS: Grouped Mathematically Differentiable NMS for Monocular 3D Object Detection

Abhinav Kumar, Garrick Brazil, Xiaoming Liu

Efficient Object Embedding for Spliced Image Retrieval

Bor-Chun Chen, Zuxuan Wu, Larry S. Davis, Ser-Nam Lim

Inverting Generative Adversarial Renderer for Face Reconstruction

Jingtan Piao, Keqiang Sun, Quan Wang, Kwan-Yee Lin, hongsheng Li

Pseudo Facial Generation With Extreme Poses for Face Recognition

Guoli Wang, Jiaqi Ma, Qian Zhang, Jiwen Lu, Jie Zhou

Learning by Watching

Jimuyang Zhang, Eshed Ohn-Bar

NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections

Ricardo Martin-Brualla, Noha Radwan, Mehdi S. M. Sajjadi, Jonathan T. Barron, Alexey Dosovitskiy

Diverse Semantic Image Synthesis via Probability Distribution Modeling

Zhentao Tan, Menglei Chai, Dongdong Chen, Jing Liao, Qi Chu

OTCE: A Transferability Metric for Cross-Domain Cross-Task Representations

Yang Tan, Yang Li, Shao-Lun Huang

Panoramic Image Reflection Removal

Yuchen Hong, Qian Zheng, Lingran Zhao, Xudong Jiang, Alex C. Kot

ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Image Segmentation

Xinyue Huo, Lingxi Xie, Jianzhong He, Zijie Yang, Wengang Zhou

Wide-Baseline Multi-Camera Calibration Using Person Re-Identification

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

Joint Generative and Contrastive Learning for Unsupervised Person Re-Identification

Hao Chen, Yaohui Wang, Benoit Lagadec, Antitza Dantcheva, francois bremond

Mesoscopic Photogrammetry With an Unstabilized Phone Camera

Kevin C. Zhou, Colin Cooke, Jaehee Park, Ruobing Qian, Roarke Horstmeyer

Linear Semantics in Generative Adversarial Networks

Jianjin Xu, Changxi Zheng