CVPR 2022

2,074 papers

Focal and Global Knowledge Distillation for Detectors

Zhendong Yang, Zhe Li, Xiaohu Jiang, Yuan Gong, Zehuan Yuan

Wavelet Knowledge Distillation: Towards Efficient Image-to-Image Translation

Linfeng Zhang, Xin Chen, Xiaobing Tu, Pengfei Wan, Ning Xu

Self-Supervised Equivariant Learning for Oriented Keypoint Detection

Jongmin Lee, Byungjin Kim, Minsu Cho

Multi-Source Uncertainty Mining for Deep Unsupervised Saliency Detection

Yifan Wang, Wenbo Zhang, Lijun Wang, Ting Liu, Huchuan Lu

Fire Together Wire Together: A Dynamic Pruning Approach With Self-Supervised Mask Prediction

Sara Elkerdawy, Mostafa Elhoushi, Hong Zhang, Nilanjan Ray

FastDOG: Fast Discrete Optimization on GPU

Ahmed Abbas, Paul Swoboda

Exploring Domain-Invariant Parameters for Source Free Domain Adaptation

Fan Wang, Zhongyi Han, Yongshun Gong, Yilong Yin

Accelerating Video Object Segmentation With Compressed Video

Kai Xu, Angela Yao

Deep Hybrid Models for Out-of-Distribution Detection

Senqi Cao, Zhongfei Zhang

VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks

Yi-Lin Sung, Jaemin Cho, Mohit Bansal

SmartAdapt: Multi-Branch Object Detection Framework for Videos on Mobiles

Ran Xu, Fangzhou Mu, Jayoung Lee, Preeti Mukherjee, Somali Chaterji

Learning To Imagine: Diversify Memory for Incremental Learning Using Unlabeled Data

Yu-Ming Tang, Yi-Xing Peng, Wei-Shi Zheng

Controllable Dynamic Multi-Task Architectures

Dripta S. Raychaudhuri, Yumin Suh, Samuel Schulter, Xiang Yu, Masoud Faraki

Online Continual Learning on a Contaminated Data Stream With Blurry Task Boundaries

Jihwan Bang, Hyunseo Koh, Seulki Park, Hwanjun Song, Jung-Woo Ha

Distinguishing Unseen From Seen for Generalized Zero-Shot Learning

Hongzu Su, Jingjing Li, Zhi Chen, LEI ZHU, Ke Lu

Cross-View Transformers for Real-Time Map-View Semantic Segmentation

Brady Zhou, Philipp Krähenbühl

Salvage of Supervision in Weakly Supervised Object Detection

Lin Sui, Chen-Lin Zhang, Jianxin Wu

MS-TCT: Multi-Scale Temporal ConvTransformer for Action Detection

Rui Dai, Srijan Das, Kumara Kahatapitiya, Michael S. Ryoo, francois bremond

Convolutions for Spatial Interaction Modeling

Zhaoen Su, Chao Wang, David Bradley, Carlos Vallespi-Gonzalez, Carl Wellington

Practical Evaluation of Adversarial Robustness via Adaptive Auto Attack

Ye Liu, Yaya Cheng, Lianli Gao, Xianglong Liu, Qilong Zhang

Learning To Restore 3D Face From In-the-Wild Degraded Images

Zhenyu Zhang, Yanhao Ge, Ying Tai, Xiaoming Huang, Chengjie Wang

DETReg: Unsupervised Pretraining With Region Priors for Object Detection

Amir Bar, Xin Wang, Vadim Kantorov, Colorado J. Reed, Roei Herzig

ABO: Dataset and Benchmarks for Real-World 3D Object Understanding

Jasmine Collins, Shubham Goel, Kenan Deng, Achleshwar Luthra, Leon Xu

Learning ABCs: Approximate Bijective Correspondence for Isolating Factors of Variation With Weak Supervision

Kieran A. Murphy, Varun Jampani, Srikumar Ramalingam, Ameesh Makadia

Representing 3D Shapes With Probabilistic Directed Distance Fields

Tristan Aumentado-Armstrong, Stavros Tsogkas, Sven Dickinson, Allan D. Jepson

SeeThroughNet: Resurrection of Auxiliary Loss by Preserving Class Probability Information

Dasol Han, Jaewook Yoo, Dokwan Oh

Global Sensing and Measurements Reuse for Image Compressed Sensing

Zi-En Fan, Feng Lian, Jia-Ni Quan

SPAMs: Structured Implicit Parametric Models

Pablo Palafox, Nikolaos Sarafianos, Tony Tung, Angela Dai

De-Rendering 3D Objects in the Wild

Felix Wimbauer, Shangzhe Wu, Christian Rupprecht

Uni6D: A Unified CNN Framework Without Projection Breakdown for 6D Pose Estimation

Xiaoke Jiang, Donghai Li, Hao Chen, Ye Zheng, Rui Zhao

SPAct: Self-Supervised Privacy Preservation for Action Recognition

Ishan Rajendrakumar Dave, Chen Chen, Mubarak Shah

Dressing in the Wild by Watching Dance Videos

Xin Dong, Fuwei Zhao, Zhenyu Xie, Xijin Zhang, Daniel K. Du

APES: Articulated Part Extraction From Sprite Sheets

Zhan Xu, Matthew Fisher, Yang Zhou, Deepali Aneja, Rushikesh Dudhat

Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning

Liangqiong Qu, Yuyin Zhou, Paul Pu Liang, Yingda Xia, Feifei Wang

Contextualized Spatio-Temporal Contrastive Learning With Self-Supervision

Liangzhe Yuan, Rui Qian, Yin Cui, Boqing Gong, Florian Schroff

Medial Spectral Coordinates for 3D Shape Analysis

Morteza Rezanejad, Mohammad Khodadad, Hamidreza Mahyar, Herve Lombaert, Michael Gruninger

FocusCut: Diving Into a Focus View in Interactive Segmentation

Zheng Lin, Zheng-Peng Duan, Zhao Zhang, Chun-Le Guo, Ming-Ming Cheng

Dancing Under the Stars: Video Denoising in Starlight

Kristina Monakhova, Stephan R. Richter, Laura Waller, Vladlen Koltun

DO-GAN: A Double Oracle Framework for Generative Adversarial Networks

Aye Phyu Phyu Aung, Xinrun Wang, Runsheng Yu, Bo An, Senthilnath Jayavelu

Efficient Geometry-Aware 3D Generative Adversarial Networks

Eric R. Chan, Connor Z. Lin, Matthew A. Chan, Koki Nagano, Boxiao Pan

FLOAT: Factorized Learning of Object Attributes for Improved Multi-Object Multi-Part Scene Parsing

Rishubh Singh, Pranav Gupta, Pradeep Shenoy, Ravikiran Sarvadevabhatla

Generating Useful Accident-Prone Driving Scenarios via a Learned Traffic Prior

Davis Rempe, Jonah Philion, Leonidas J. Guibas, Sanja Fidler, Or Litany

A Framework for Learning Ante-Hoc Explainable Models via Concepts

Anirban Sarkar, Deepak Vijaykeerthy, Anindya Sarkar, Vineeth N Balasubramanian

Shifting More Attention to Visual Backbone: Query-Modulated Refinement Networks for End-to-End Visual Grounding

Jiabo Ye, Junfeng Tian, Ming Yan, Xiaoshan Yang, Xuwu Wang

Mutual Information-Driven Pan-Sharpening

man zhou, Keyu Yan, Jie Huang, Zihe Yang, Xueyang Fu

The DEVIL Is in the Details: A Diagnostic Evaluation Benchmark for Video Inpainting

Ryan Szeto, Jason J. Corso

Local-Adaptive Face Recognition via Graph-Based Meta-Clustering and Regularized Adaptation

Wenbin Zhu, Chien-Yi Wang, Kuan-Lun Tseng, Shang-Hong Lai, Baoyuan Wang

UNIST: Unpaired Neural Implicit Shape Translation Network

Qimin Chen, Johannes Merz, Aditya Sanghi, Hooman Shayani, Ali Mahdavi-Amiri

SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering

Vipul Gupta, Zhuowan Li, Adam Kortylewski, Chenyu Zhang, Yingwei Li

Category Contrast for Unsupervised Domain Adaptation in Visual Tasks

Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu, Ling Shao

Measuring Compositional Consistency for Video Question Answering

Mona Gandhi, Mustafa Omer Gul, Eva Prakash, Madeleine Grunde-McLaughlin, Ranjay Krishna

Remember Intentions: Retrospective-Memory-Based Trajectory Prediction

Chenxin Xu, Weibo Mao, Wenjun Zhang, Siheng Chen

ZeroWaste Dataset: Towards Deformable Object Segmentation in Cluttered Scenes

Dina Bashkirova, Mohamed Abdelfattah, Ziliang Zhu, James Akl, Fadi Alladkani

Noise2NoiseFlow: Realistic Camera Noise Modeling Without Clean Images

Ali Maleky, Shayan Kousha, Michael S. Brown, Marcus A. Brubaker

CoNeRF: Controllable Neural Radiance Fields

Kacper Kania, Kwang Moo Yi, Marek Kowalski, Tomasz Trzcinski, Andrea Tagliasacchi

FENeRF: Face Editing in Neural Radiance Fields

Jingxiang Sun, Xuan Wang, Yong Zhang, Xiaoyu Li, Qi Zhang

Graph-Context Attention Networks for Size-Varied Deep Graph Matching

Zheheng Jiang, Hossein Rahmani, Plamen Angelov, Sue Black, Bryan M. Williams

Implicit Feature Decoupling With Depthwise Quantization

Iordanis Fostiropoulos, Barry Boehm

The Flag Median and FlagIRLS

Nathan Mankovich, Emily J. King, Chris Peterson, Michael Kirby

DiffPoseNet: Direct Differentiable Camera Pose Estimation

Chethan M. Parameshwara, Gokul Hari, Cornelia Fermuller, Nitin J. Sanket, Yiannis Aloimonos

Estimating Fine-Grained Noise Model via Contrastive Learning

Yunhao Zou, Ying Fu

Clipped Hyperbolic Classifiers Are Super-Hyperbolic Classifiers

Yunhui Guo, Xudong Wang, Yubei Chen, Stella X. Yu

Generative Flows With Invertible Attentions

Rhea Sanjay Sukthanker, Zhiwu Huang, Suryansh Kumar, Radu Timofte, Luc Van Gool

DF-GAN: A Simple and Effective Baseline for Text-to-Image Synthesis

Ming Tao, Hao Tang, Fei Wu, Xiao-Yuan Jing, Bing-Kun Bao

Dual-Path Image Inpainting With Auxiliary GAN Inversion

Wentao Wang, Li Niu, Jianfu Zhang, Xue Yang, Liqing Zhang

Depth-Aware Generative Adversarial Network for Talking Head Video Generation

Fa-Ting Hong, Longhao Zhang, Li Shen, Dan Xu

Bridging Video-Text Retrieval With Multiple Choice Questions

Yuying Ge, Yixiao Ge, Xihui Liu, Dian Li, Ying Shan

Few-Shot Font Generation by Learning Fine-Grained Local Styles

Licheng Tang, Yiyang Cai, Jiaming Liu, Zhibin Hong, Mingming Gong

GateHUB: Gated History Unit With Background Suppression for Online Action Detection

Junwen Chen, Gaurav Mittal, Ye Yu, Yu Kong, Mei Chen

GazeOnce: Real-Time Multi-Person Gaze Estimation

Mingfang Zhang, Yunfei Liu, Feng Lu

Transformer-Empowered Multi-Scale Contextual Matching and Aggregation for Multi-Contrast MRI Super-Resolution

Guangyuan Li, Jun Lv, Yapeng Tian, Qi Dou, Chengyan Wang

Classification-Then-Grounding: Reformulating Video Scene Graphs As Temporal Bipartite Graphs

Kaifeng Gao, Long Chen, Yulei Niu, Jian Shao, Jun Xiao

Neural Texture Extraction and Distribution for Controllable Person Image Synthesis

Yurui Ren, Xiaoqing Fan, Ge Li, Shan Liu, Thomas H. Li

Memory-Augmented Non-Local Attention for Video Super-Resolution

Jiyang Yu, Jingen Liu, Liefeng Bo, Tao Mei

POCO: Point Convolution for Surface Reconstruction

Alexandre Boulch, Renaud Marlet

Putting People in Their Place: Monocular Regression of 3D People in Depth

Yu Sun, Wu Liu, Qian Bao, Yili Fu, Tao Mei

Multi-View Consistent Generative Adversarial Networks for 3D-Aware Image Synthesis

Xuanmeng Zhang, Zhedong Zheng, Daiheng Gao, Bang Zhang, PAN PAN

MUSE-VAE: Multi-Scale VAE for Environment-Aware Long Term Trajectory Prediction

Mihee Lee, Samuel S. Sohn, Seonghyeon Moon, Sejong Yoon, Mubbasir Kapadia

Contrastive Regression for Domain Adaptation on Gaze Estimation

Yaoming Wang, Yangzhou Jiang, Jin Li, Bingbing Ni, Wenrui Dai

Splicing ViT Features for Semantic Appearance Transfer

Narek Tumanyan, Omer Bar-Tal, Shai Bagon, Tali Dekel

360MonoDepth: High-Resolution 360deg Monocular Depth Estimation

Manuel Rey-Area, Mingze Yuan, Christian Richardt

Versatile Multi-Modal Pre-Training for Human-Centric Perception

Fangzhou Hong, Liang Pan, Zhongang Cai, Ziwei Liu

ObjectFolder 2.0: A Multisensory Object Dataset for Sim2Real Transfer

Ruohan Gao, Zilin Si, Yen-Yu Chang, Samuel Clarke, Jeannette Bohg

IRON: Inverse Rendering by Optimizing Neural SDFs and Materials From Photometric Images

Kai Zhang, Fujun Luan, Zhengqi Li, Noah Snavely

Improving the Transferability of Targeted Adversarial Examples Through Object-Based Diverse Input

Junyoung Byun, Seungju Cho, Myung-Joon Kwon, Hee-Seon Kim, Changick Kim

PhotoScene: Photorealistic Material and Lighting Transfer for Indoor Scenes

Yu-Ying Yeh, Zhengqin Li, Yannick Hold-Geoffroy, Rui Zhu, Zexiang Xu

Robust Structured Declarative Classifiers for 3D Point Clouds: Defending Adversarial Attacks With Implicit Gradients

Kaidong Li, Ziming Zhang, Cuncong Zhong, Guanghui Wang

Robust Optimization As Data Augmentation for Large-Scale Graphs

Kezhi Kong, Guohao Li, Mucong Ding, Zuxuan Wu, Chen Zhu

Class-Incremental Learning With Strong Pre-Trained Models

Tz-Ying Wu, Gurumurthy Swaminathan, Zhizhong Li, Avinash Ravichandran, Nuno Vasconcelos

Fast and Unsupervised Action Boundary Detection for Action Segmentation

Zexing Du, xue wang, Guoqing Zhou, Qing Wang

Which Model To Transfer? Finding the Needle in the Growing Haystack

Cedric Renggli, André Susano Pinto, Luka Rimanic, Joan Puigcerver, Carlos Riquelme

StyleMesh: Style Transfer for Indoor 3D Scene Reconstructions

Lukas Höllein, Justin Johnson, Matthias Nießner

Density-Preserving Deep Point Cloud Compression

Yun He, Xinlin Ren, Danhang Tang, Yinda Zhang, Xiangyang Xue

Safe Self-Refinement for Transformer-Based Domain Adaptation

Tao Sun, Cheng Lu, Tianshuo Zhang, Haibin Ling

Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection

Nicolae-Cătălin Ristea, Neelu Madan, Radu Tudor Ionescu, Kamal Nasrollahi, Fahad Shahbaz Khan

Learning to Deblur Using Light Field Generated and Real Defocus Images

Lingyan Ruan, Bin Chen, Jizhou Li, Miuling Lam

ACPL: Anti-Curriculum Pseudo-Labelling for Semi-Supervised Medical Image Classification

Fengbei Liu, Yu Tian, Yuanhong Chen, Yuyuan Liu, Vasileios Belagiannis

Forecasting Characteristic 3D Poses of Human Actions

Christian Diller, Thomas Funkhouser, Angela Dai

UniCoRN: A Unified Conditional Image Repainting Network

Jimeng Sun, Shuchen Weng, Zheng Chang, Si Li, Boxin Shi

Moving Window Regression: A Novel Approach to Ordinal Regression

Nyeong-Ho Shin, Seon-Ho Lee, Chang-Su Kim