CVPR 2021

1,660 papers

Robust Consistent Video Depth Estimation

Johannes Kopf, Xuejian Rong, Jia-Bin Huang

CASTing Your Model: Learning To Localize Improves Self-Supervised Representations

Ramprasaath R. Selvaraju, Karan Desai, Justin Johnson, Nikhil Naik

Sketch2Model: View-Aware 3D Modeling From Single Free-Hand Sketches

Song-Hai Zhang, Yuan-Chen Guo, Qing-Wen Gu

Improving the Efficiency and Robustness of Deepfakes Detection Through Precise Geometric Features

Zekun Sun, Yujie Han, Zeyu Hua, Na Ruan, Weijia Jia

PV-RAFT: Point-Voxel Correlation Fields for Scene Flow Estimation of Point Clouds

Yi Wei, Ziyi Wang, Yongming Rao, Jiwen Lu, Jie Zhou

Neural Parts: Learning Expressive 3D Shape Abstractions With Invertible Neural Networks

Despoina Paschalidou, Angelos Katharopoulos, Andreas Geiger, Sanja Fidler

Learning an Explicit Weighting Scheme for Adapting Complex HSI Noise

Xiangyu Rui, Xiangyong Cao, Qi Xie, Zongsheng Yue, Qian Zhao

Depth Completion Using Plane-Residual Representation

Byeong-Uk Lee, Kyunghyun Lee, In So Kweon

SGCN: Sparse Graph Convolution Network for Pedestrian Trajectory Prediction

Liushuai Shi, Le Wang, Chengjiang Long, Sanping Zhou, Mo Zhou

Meta Pseudo Labels

Hieu Pham, Zihang Dai, Qizhe Xie, Quoc V. Le

MultiLink: Multi-Class Structure Recovery via Agglomerative Clustering and Model Selection

Luca Magri, Filippo Leveni, Giacomo Boracchi

Few-Shot Transformation of Common Actions Into Time and Space

Pengwan Yang, Pascal Mettes, Cees G. M. Snoek

Neural Cellular Automata Manifold

Alejandro Hernandez, Armand Vilalta, Francesc Moreno-Noguer

Cross-MPI: Cross-Scale Stereo for Image Super-Resolution Using Multiplane Images

Yuemei Zhou, Gaochang Wu, Ying Fu, Kun Li, Yebin Liu

Learning Invariant Representations and Risks for Semi-Supervised Domain Adaptation

Bo Li, Yezhen Wang, Shanghang Zhang, Dongsheng Li, Kurt Keutzer

Understanding the Robustness of Skeleton-Based Action Recognition Under Adversarial Attack

He Wang, Feixiang He, Zhexi Peng, Tianjia Shao, Yong-Liang Yang

Forecasting Irreversible Disease via Progression Learning

Botong Wu, Sijie Ren, Jing Li, Xinwei Sun, Shi-Ming Li

Multiple Instance Active Learning for Object Detection

Tianning Yuan, Fang Wan, Mengying Fu, Jianzhuang Liu, Songcen Xu

AutoDO: Robust AutoAugment for Biased Data With Label Noise via Scalable Probabilistic Implicit Differentiation

Denis Gudovskiy, Luca Rigazio, Shun Ishizaka, Kazuki Kozuka, Sotaro Tsukizawa

Space-Time Neural Irradiance Fields for Free-Viewpoint Video

Wenqi Xian, Jia-Bin Huang, Johannes Kopf, Changil Kim

3D CNNs With Adaptive Temporal Feature Resolutions

Mohsen Fayyaz, Emad Bahrami, Ali Diba, Mehdi Noroozi, Ehsan Adeli

Binary Graph Neural Networks

Mehdi Bahri, Gaetan Bahl, Stefanos Zafeiriou

Co-Grounding Networks With Semantic Attention for Referring Expression Comprehension in Videos

Sijie Song, Xudong Lin, Jiaying Liu, Zongming Guo, Shih-fu Chang

Kaleido-BERT: Vision-Language Pre-Training on Fashion Domain

Mingchen Zhuge, Dehong Gao, Deng-Ping Fan, Linbo Jin, Ben Chen

StyleMix: Separating Content and Style for Enhanced Data Augmentation

Minui Hong, Jinwoo Choi, Gunhee Kim

Learning Probabilistic Ordinal Embeddings for Uncertainty-Aware Regression

Wanhua Li, Xiaoke Huang, Jiwen Lu, Jianjiang Feng, Jie Zhou

Robust Bayesian Neural Networks by Spectral Expectation Bound Regularization

Jiaru Zhang, Yang Hua, Zhengui XUE, Tao Song, Chengyu Zheng

Learning a Facial Expression Embedding Disentangled From Identity

Wei Zhang, Xianpeng Ji, Keyu Chen, Yu Ding, Changjie Fan

Heterogeneous Grid Convolution for Adaptive, Efficient, and Controllable Computation

Ryuhei Hamaguchi, Yasutaka Furukawa, Masaki Onishi, Ken Sakurada

ABMDRNet: Adaptive-Weighted Bi-Directional Modality Difference Reduction Network for RGB-T Semantic Segmentation

Qiang Zhang, Shenlu Zhao, Yongjiang Luo, Dingwen Zhang, Nianchang Huang

Read and Attend: Temporal Localisation in Sign Language Videos

Gül Varol, Liliane Momeni, Samuel Albanie, Triantafyllos Afouras, Andrew Zisserman

Towards Unified Surgical Skill Assessment

Daochang Liu, Qiyue Li, Tingting Jiang, Yizhou Wang, Rulin Miao

D-NeRF: Neural Radiance Fields for Dynamic Scenes

Albert Pumarola, Enric Corona, Gerard Pons-Moll, Francesc Moreno-Noguer

VIGOR: Cross-View Image Geo-Localization Beyond One-to-One Retrieval

Sijie Zhu, Taojiannan Yang, Chen Chen

Flow-Guided One-Shot Talking Face Generation With a High-Resolution Audio-Visual Dataset

Zhimeng Zhang, Lincheng Li, Yu Ding, Changjie Fan

PSRR-MaxpoolNMS: Pyramid Shifted MaxpoolNMS With Relationship Recovery

Tianyi Zhang, Jie Lin, Peng Hu, Bin Zhao, Mohamed M. Sabry Aly

Learning To Reconstruct High Speed and High Dynamic Range Videos From Events

Yunhao Zou, Yinqiang Zheng, Tsuyoshi Takatani, Ying Fu

MetaHTR: Towards Writer-Adaptive Handwritten Text Recognition

Ayan Kumar Bhunia, Shuvozit Ghose, Amandeep Kumar, Pinaki Nath Chowdhury, Aneeshan Sain

Exploring Data-Efficient 3D Scene Understanding With Contrastive Scene Contexts

Ji Hou, Benjamin Graham, Matthias Niessner, Saining Xie

Weakly Supervised Instance Segmentation for Videos With Temporal Mask Consistency

Qing Liu, Vignesh Ramanathan, Dhruv Mahajan, Alan Yuille, Zhenheng Yang

Probabilistic 3D Human Shape and Pose Estimation From Multiple Unconstrained Images in the Wild

Akash Sengupta, Ignas Budvytis, Roberto Cipolla

Divide-and-Conquer for Lane-Aware Diverse Trajectory Prediction

Sriram Narayanan, Ramin Moslemi, Francesco Pittaluga, Buyu Liu, Manmohan Chandraker

Recurrent Multi-View Alignment Network for Unsupervised Surface Registration

Wanquan Feng, Juyong Zhang, Hongrui Cai, Haofei Xu, Junhui Hou

Person Re-Identification Using Heterogeneous Local Graph Attention Networks

Zhong Zhang, Haijia Zhang, Shuang Liu

Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules

Aisha Urooj, Hilde Kuehne, Kevin Duarte, Chuang Gan, Niels Lobo

Fast End-to-End Learning on Protein Surfaces

Freyr Sverrisson, Jean Feydy, Bruno E. Correia, Michael M. Bronstein

IMODAL: Creating Learnable User-Defined Deformation Models

Leander Lacroix, Benjamin Charlier, Alain Trouve, Barbara Gris

Revisiting Superpixels for Active Learning in Semantic Segmentation With Realistic Annotation Costs

Lile Cai, Xun Xu, Jun Hao Liew, Chuan Sheng Foo

Improved Image Matting via Real-Time User Clicks and Uncertainty Estimation

Tianyi Wei, Dongdong Chen, Wenbo Zhou, Jing Liao, Hanqing Zhao

Radar-Camera Pixel Depth Association for Depth Completion

Yunfei Long, Daniel Morris, Xiaoming Liu, Marcos Castro, Punarjay Chakravarty

Combinatorial Learning of Graph Edit Distance via Dynamic Embedding

Runzhong Wang, Tianqi Zhang, Tianshu Yu, Junchi Yan, Xiaokang Yang

LoFTR: Detector-Free Local Feature Matching With Transformers

Jiaming Sun, Zehong Shen, Yuang Wang, Hujun Bao, Xiaowei Zhou

EvDistill: Asynchronous Events To End-Task Learning via Bidirectional Reconstruction-Guided Cross-Modal Knowledge Distillation

Lin Wang, Yujeong Chae, Sung-Hoon Yoon, Tae-kyun Kim, Kuk-Jin Yoon

Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation

Liwei Wang, Jing Huang, Yin Li, Kun Xu, Zhengyuan Yang

Pushing It Out of the Way: Interactive Visual Navigation

Kuo-Hao Zeng, Luca Weihs, Ali Farhadi, Roozbeh Mottaghi

CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild

Bastian Wandt, Marco Rudolph, Petrissa Zell, Helge Rhodin, Bodo Rosenhahn

Practical Wide-Angle Portraits Correction With Deep Structured Models

Jing Tan, Shan Zhao, Pengfei Xiong, Jiangyu Liu, Haoqiang Fan

LayoutTransformer: Scene Layout Generation With Conceptual and Spatial Diversity

Cheng-Fu Yang, Wan-Cyuan Fan, Fu-En Yang, Yu-Chiang Frank Wang

Track, Check, Repeat: An EM Approach to Unsupervised Tracking

Adam W. Harley, Yiming Zuo, Jing Wen, Ayush Mangal, Shubhankar Potdar

High-Quality Stereo Image Restoration From Double Refraction

Hakyeong Kim, Andreas Meuleman, Daniel S. Jeon, Min H. Kim

Prototype Completion With Primitive Knowledge for Few-Shot Learning

Baoquan Zhang, Xutao Li, Yunming Ye, Zhichao Huang, Lisai Zhang

DexYCB: A Benchmark for Capturing Hand Grasping of Objects

Yu-Wei Chao, Wei Yang, Yu Xiang, Pavlo Molchanov, Ankur Handa

Self-Supervised Collision Handling via Generative 3D Garment Models for Virtual Try-On

Igor Santesteban, Nils Thuerey, Miguel A. Otaduy, Dan Casas

Dense Label Encoding for Boundary Discontinuity Free Rotation Detection

Xue Yang, Liping Hou, Yue Zhou, Wentao Wang, Junchi Yan

Exploit Visual Dependency Relations for Semantic Segmentation

Mingyuan Liu, Dan Schonfeld, Wei Tang

The Translucent Patch: A Physical and Universal Attack on Object Detectors

Alon Zolfi, Moshe Kravchik, Yuval Elovici, Asaf Shabtai

Multimodal Motion Prediction With Stacked Transformers

Yicheng Liu, Jinghuai Zhang, Liangji Fang, Qinhong Jiang, Bolei Zhou

Improved Handling of Motion Blur in Online Object Detection

Mohamed Sayed, Gabriel Brostow

Mol2Image: Improved Conditional Flow Models for Molecule to Image Synthesis

Karren Yang, Samuel Goldman, Wengong Jin, Alex X. Lu, Regina Barzilay

Permute, Quantize, and Fine-Tune: Efficient Compression of Neural Networks

Julieta Martinez, Jashan Shewakramani, Ting Wei Liu, Ioan Andrei Barsan, Wenyuan Zeng

AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations From Self-Trained Negative Adversaries

Qianjiang Hu, Xiao Wang, Wei Hu, Guo-Jun Qi

Playable Video Generation

Willi Menapace, Stéphane Lathuilière, Sergey Tulyakov, Aliaksandr Siarohin, Elisa Ricci

SCALE: Modeling Clothed Humans with a Surface Codec of Articulated Local Elements

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

MP3: A Unified Model To Map, Perceive, Predict and Plan

Sergio Casas, Abbas Sadat, Raquel Urtasun

Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces

Alireza Zaeemzadeh, Niccolo Bisagno, Zeno Sambugaro, Nicola Conci, Nazanin Rahnavard

One Thing One Click: A Self-Training Approach for Weakly Supervised 3D Semantic Segmentation

Zhengzhe LIU, Xiaojuan Qi, Chi-Wing Fu

Hybrid Rotation Averaging: A Fast and Robust Rotation Averaging Approach

Yu Chen, Ji Zhao, Laurent Kneip

Quality-Agnostic Image Recognition via Invertible Decoder

Insoo Kim, Seungju Han, Ji-won Baek, Seong-Jin Park, Jae-Joon Han

Seeing Out of the Box: End-to-End Pre-Training for Vision-Language Representation Learning

Zhicheng Huang, Zhaoyang Zeng, Yupan Huang, Bei Liu, Dongmei Fu

TAP: Text-Aware Pre-Training for Text-VQA and Text-Caption

Zhengyuan Yang, Yijuan Lu, Jianfeng Wang, Xi Yin, Dinei Florencio

Fourier Contour Embedding for Arbitrary-Shaped Text Detection

Yiqin Zhu, Jianyong Chen, Lingyu Liang, Zhanghui Kuang, LianWen Jin

Deep Convolutional Dictionary Learning for Image Denoising

Hongyi Zheng, Hongwei Yong, Lei Zhang

PointNetLK Revisited

Xueqian Li, Jhony Kaesemodel Pontes, Simon Lucey

Multi-Stage Progressive Image Restoration

Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan

MetaCorrection: Domain-Aware Meta Loss Correction for Unsupervised Domain Adaptation in Semantic Segmentation

Xiaoqing Guo, chen yang, Baopu Li, Yixuan Yuan

CT-Net: Complementary Transfering Network for Garment Transfer With Arbitrary Geometric Changes

Fan Yang, Guosheng Lin

Normalized Avatar Synthesis Using StyleGAN and Perceptual Refinement

Huiwen Luo, Koki Nagano, Han-Wei Kung, Qingguo Xu, Zejian Wang

Hierarchical Layout-Aware Graph Convolutional Network for Unified Aesthetics Assessment

Dongyu She, Yu-Kun Lai, Gaoxiong Yi, Kun Xu

Scalability vs. Utility: Do We Have To Sacrifice One for the Other in Data Importance Quantification?

Ruoxi Jia, Fan Wu, Xuehui Sun, Jiacen Xu, David Dao

Model-Contrastive Federated Learning

Qinbin Li, Bingsheng He, Dawn Song

Improving Panoptic Segmentation at All Scales

Lorenzo Porzi, Samuel Rota Bulò, Peter Kontschieder

Transitional Adaptation of Pretrained Models for Visual Storytelling

Youngjae Yu, Jiwan Chung, Heeseung Yun, Jongseok Kim, Gunhee Kim

HR-NAS: Searching Efficient High-Resolution Neural Architectures With Lightweight Transformers

Mingyu Ding, Xiaochen Lian, Linjie Yang, Peng Wang, Xiaojie Jin

Neural Descent for Visual 3D Human Pose and Shape

Andrei Zanfir, Eduard Gabriel Bazavan, Mihai Zanfir, William T. Freeman, Rahul Sukthankar

Incremental Learning via Rate Reduction

Ziyang Wu, Christina Baek, Chong You, Yi Ma

What if We Only Use Real Datasets for Scene Text Recognition? Toward Scene Text Recognition With Fewer Labels

Jeonghun Baek, Yusuke Matsui, Kiyoharu Aizawa

Domain-Independent Dominance of Adaptive Methods

Pedro Savarese, David Mcallester, Sudarshan Babu, Michael Maire

Learning To Identify Correct 2D-2D Line Correspondences on Sphere

Haoang Li, Kai Chen, Ji Zhao, Jiangliu Wang, Pyojin Kim

VS-Net: Voting With Segmentation for Visual Localization

Zhaoyang Huang, Han Zhou, Yijin Li, Bangbang Yang, Yan Xu

Adaptive Aggregation Networks for Class-Incremental Learning

Yaoyao Liu, Bernt Schiele, Qianru Sun