CVPR 2022

2,074 papers

PolyWorld: Polygonal Building Extraction With Graph Neural Networks in Satellite Images

Stefano Zorzi, Shabab Bazrafkan, Stefan Habenschuss, Friedrich Fraundorfer

Towards Data-Free Model Stealing in a Hard Label Setting

Sunandini Sanyal, Sravanti Addepalli, R. Venkatesh Babu

Robust Fine-Tuning of Zero-Shot Models

Mitchell Wortsman, Gabriel Ilharco, Jong Wook Kim, Mike Li, Simon Kornblith

DiLiGenT102: A Photometric Stereo Benchmark Dataset With Controlled Shape and Material Variation

Jieji Ren, Feishi Wang, Jiahao Zhang, Qian Zheng, Mingjun Ren

Deep Depth From Focus With Differential Focus Volume

Fengting Yang, Xiaolei Huang, Zihan Zhou

Category-Aware Transformer Network for Better Human-Object Interaction Detection

Leizhen Dong, Zhimin Li, Kunlun Xu, Zhijun Zhang, Luxin Yan

The Devil Is in the Details: Window-Based Attention for Image Compression

Renjie Zou, Chunfeng Song, Zhaoxiang Zhang

Self-Supervised Dense Consistency Regularization for Image-to-Image Translation

Minsu Ko, Eunju Cha, Sungjoo Suh, Huijin Lee, Jae-Joon Han

Image Disentanglement Autoencoder for Steganography Without Embedding

Xiyao Liu, Ziping Ma, Junxing Ma, Jian Zhang, Gerald Schaefer

BodyGAN: General-Purpose Controllable Neural Human Body Generation

Chaojie Yang, Hanhui Li, Shengjie Wu, Shengkai Zhang, Haonan Yan

Interactiveness Field in Human-Object Interactions

Xinpeng Liu, Yong-Lu Li, Xiaoqian Wu, Yu-Wing Tai, Cewu Lu

Learning To Find Good Models in RANSAC

Daniel Barath, Luca Cavalli, Marc Pollefeys

Demystifying the Neural Tangent Kernel From a Practical Perspective: Can It Be Trusted for Neural Architecture Search Without Training?

Jisoo Mok, Byunggook Na, Ji-Hoon Kim, Dongyoon Han, Sungroh Yoon

Dual-Shutter Optical Vibration Sensing

Mark Sheinin, Dorian Chan, Matthew O'Toole, Srinivasa G. Narasimhan

UMT: Unified Multi-Modal Transformers for Joint Video Moment Retrieval and Highlight Detection

Ye Liu, Siyuan Li, Yang Wu, Chang-Wen Chen, Ying Shan

Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition

Yinghao Xu, Fangyun Wei, Xiao Sun, Ceyuan Yang, Yujun Shen

Geometric Transformer for Fast and Robust Point Cloud Registration

Zheng Qin, Hao Yu, Changjian Wang, Yulan Guo, Yuxing Peng

Rethinking Semantic Segmentation: A Prototype View

Tianfei Zhou, Wenguan Wang, Ender Konukoglu, Luc Van Gool

Generative Cooperative Learning for Unsupervised Video Anomaly Detection

M. Zaigham Zaheer, Arif Mahmood, M. Haris Khan, Mattia Segu, Fisher Yu

OSOP: A Multi-Stage One Shot Object Pose Estimation Framework

Ivan Shugurov, Fu Li, Benjamin Busam, Slobodan Ilic

Multi-Modal Dynamic Graph Transformer for Visual Grounding

Sijia Chen, Baochun Li

A Text Attention Network for Spatial Deformation Robust Scene Text Image Super-Resolution

Jianqi Ma, Zhetong Liang, Lei Zhang

Improving Segmentation of the Inferior Alveolar Nerve Through Deep Label Propagation

Marco Cipriano, Stefano Allegretti, Federico Bolelli, Federico Pollastri, Costantino Grana

It's All in the Teacher: Zero-Shot Quantization Brought Closer to the Teacher

Kanghyun Choi, Hye Yoon Lee, Deokki Hong, Joonsang Yu, Noseong Park

A Hybrid Egocentric Activity Anticipation Framework via Memory-Augmented Recurrent and One-Shot Representation Forecasting

Tianshan Liu, Kin-Man Lam

Weakly-Supervised Metric Learning With Cross-Module Communications for the Classification of Anterior Chamber Angle Images

Jingqi Huang, Yue Ning, Dong Nie, Linan Guan, Xiping Jia

BodyMap: Learning Full-Body Dense Correspondence Map

Anastasia Ianina, Nikolaos Sarafianos, Yuanlu Xu, Ignacio Rocco, Tony Tung

I M Avatar: Implicit Morphable Head Avatars From Videos

Yufeng Zheng, Victoria Fernandez Abrevaya, Marcel C. Bühler, Xu Chen, Michael J. Black

M3L: Language-Based Video Editing via Multi-Modal Multi-Level Transformers

Tsu-Jui Fu, Xin Eric Wang, Scott T. Grafton, Miguel P. Eckstein, William Yang Wang

IntraQ: Learning Synthetic Images With Intra-Class Heterogeneity for Zero-Shot Network Quantization

Yunshan Zhong, Mingbao Lin, Gongrui Nan, Jianzhuang Liu, Baochang Zhang

CADTransformer: Panoptic Symbol Spotting Transformer for CAD Drawings

Zhiwen Fan, Tianlong Chen, Peihao Wang, Zhangyang Wang

HSC4D: Human-Centered 4D Scene Capture in Large-Scale Indoor-Outdoor Space Using Wearable IMUs and LiDAR

Yudi Dai, Yitai Lin, Chenglu Wen, Siqi Shen, Lan Xu

Multi-Label Classification With Partial Annotations Using Class-Aware Selective Loss

Emanuel Ben-Baruch, Tal Ridnik, Itamar Friedman, Avi Ben-Cohen, Nadav Zamir

Shape From Thermal Radiation: Passive Ranging Using Multi-Spectral LWIR Measurements

Yasuto Nagase, Takahiro Kushida, Kenichiro Tanaka, Takuya Funatomi, Yasuhiro Mukaigawa

SIMBAR: Single Image-Based Scene Relighting for Effective Data Augmentation for Automated Driving Vision Tasks

Xianling Zhang, Nathan Tseng, Ameerah Syed, Rohan Bhasin, Nikita Jaipuria

Segment, Magnify and Reiterate: Detecting Camouflaged Objects the Hard Way

Qi Jia, Shuilian Yao, Yu Liu, Xin Fan, Risheng Liu

Virtual Correspondence: Humans as a Cue for Extreme-View Geometry

Wei-Chiu Ma, Anqi Joyce Yang, Shenlong Wang, Raquel Urtasun, Antonio Torralba

Robust Region Feature Synthesizer for Zero-Shot Object Detection

Peiliang Huang, Junwei Han, De Cheng, Dingwen Zhang

ISNet: Shape Matters for Infrared Small Target Detection

Mingjin Zhang, Rui Zhang, Yuxiang Yang, Haichen Bai, Jing Zhang

Cluster-Guided Image Synthesis With Unconditional Models

Markos Georgopoulos, James Oldfield, Grigorios G. Chrysos, Yannis Panagakis

Confidence Propagation Cluster: Unleash Full Potential of Object Detectors

Yichun Shen, Wanli Jiang, Zhen Xu, Rundong Li, Junghyun Kwon

GridShift: A Faster Mode-Seeking Algorithm for Image Segmentation and Object Tracking

Abhishek Kumar, Oladayo S. Ajani, Swagatam Das, Rammohan Mallipeddi

Multi-Objective Diverse Human Motion Prediction With Knowledge Distillation

Hengbo Ma, Jiachen Li, Ramtin Hosseini, Masayoshi Tomizuka, Chiho Choi

Local Attention Pyramid for Scene Image Generation

Sang-Heon Shim, Sangeek Hyun, DaeHyun Bae, Jae-Pil Heo

Causal Transportability for Visual Recognition

Chengzhi Mao, Kevin Xia, James Wang, Hao Wang, Junfeng Yang

End-to-End Semi-Supervised Learning for Video Action Detection

Akash Kumar, Yogesh Singh Rawat

Bijective Mapping Network for Shadow Removal

Yurui Zhu, Jie Huang, Xueyang Fu, Feng Zhao, Qibin Sun

Patch Slimming for Efficient Vision Transformers

Yehui Tang, Kai Han, Yunhe Wang, Chang Xu, Jianyuan Guo

Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning

Ligong Han, Jian Ren, Hsin-Ying Lee, Francesco Barbieri, Kyle Olszewski

Dual Task Learning by Leveraging Both Dense Correspondence and Mis-Correspondence for Robust Change Detection With Imperfect Matches

Jin-Man Park, Ue-Hwan Kim, Seon-Hoon Lee, Jong-Hwan Kim

Pooling Revisited: Your Receptive Field Is Suboptimal

Dong-Hwan Jang, Sanghyeok Chu, Joonhyuk Kim, Bohyung Han

Reusing the Task-Specific Classifier as a Discriminator: Discriminator-Free Adversarial Domain Adaptation

Lin Chen, Huaian Chen, Zhixiang Wei, Xin Jin, Xiao Tan

AdaSTE: An Adaptive Straight-Through Estimator To Train Binary Neural Networks

Huu Le, Rasmus Kjær Høier, Che-Tsung Lin, Christopher Zach

Deep Color Consistent Network for Low-Light Image Enhancement

Zhao Zhang, Huan Zheng, Richang Hong, Mingliang Xu, Shuicheng Yan

General Facial Representation Learning in a Visual-Linguistic Manner

Yinglin Zheng, Hao Yang, Ting Zhang, Jianmin Bao, Dongdong Chen

A Sampling-Based Approach for Efficient Clustering in Large Datasets

Georgios Exarchakis, Omar Oubari, Gregor Lenz

DeepFace-EMD: Re-Ranking Using Patch-Wise Earth Mover's Distance Improves Out-of-Distribution Face Identification

Hai Phan, Anh Nguyen

NeRFusion: Fusing Radiance Fields for Large-Scale Scene Reconstruction

Xiaoshuai Zhang, Sai Bi, Kalyan Sunkavalli, Hao Su, Zexiang Xu

PointCLIP: Point Cloud Understanding by CLIP

Renrui Zhang, Ziyu Guo, Wei Zhang, Kunchang Li, Xupeng Miao

GCR: Gradient Coreset Based Replay Buffer Selection for Continual Learning

Rishabh Tiwari, Krishnateja Killamsetty, Rishabh Iyer, Pradeep Shenoy

Neural Volumetric Object Selection

Zhongzheng Ren, Aseem Agarwala, Bryan Russell, Alexander G. Schwing, Oliver Wang

DeepFusion: Lidar-Camera Deep Fusion for Multi-Modal 3D Object Detection

Yingwei Li, Adams Wei Yu, Tianjian Meng, Ben Caine, Jiquan Ngiam

Decoupled Knowledge Distillation

Borui Zhao, Quan Cui, Renjie Song, Yiyu Qiu, Jiajun Liang

Learning To Align Sequential Actions in the Wild

Weizhe Liu, Bugra Tekin, Huseyin Coskun, Vibhav Vineet, Pascal Fua

Set-Supervised Action Learning in Procedural Task Videos via Pairwise Order Consistency

Zijia Lu, Ehsan Elhamifar

PILC: Practical Image Lossless Compression With an End-to-End GPU Oriented Neural Framework

Ning Kang, Shanzhao Qiu, Shifeng Zhang, Zhenguo Li, Shu-Tao Xia

Texture-Based Error Analysis for Image Super-Resolution

Salma Abdel Magid, Zudi Lin, Donglai Wei, Yulun Zhang, Jinjin Gu

Panoptic Neural Fields: A Semantic Object-Aware Neural Scene Representation

Abhijit Kundu, Kyle Genova, Xiaoqi Yin, Alireza Fathi, Caroline Pantofaru

SGTR: End-to-End Scene Graph Generation With Transformer

Rongjie Li, Songyang Zhang, Xuming He

Use All the Labels: A Hierarchical Multi-Label Contrastive Learning Framework

Shu Zhang, Ran Xu, Caiming Xiong, Chetan Ramaiah

Stability-Driven Contact Reconstruction From Monocular Color Images

Zimeng Zhao, Binghui Zuo, Wei Xie, Yangang Wang

FLAG: Flow-Based 3D Avatar Generation From Sparse Observations

Sadegh Aliakbarian, Pashmina Cameron, Federica Bogo, Andrew Fitzgibbon, Thomas J. Cashman

TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing

Yanbo Xu, Yueqin Yin, Liming Jiang, Qianyi Wu, Chengyao Zheng

A Graph Matching Perspective With Transformers on Video Instance Segmentation

Zheyun Qin, Xiankai Lu, Xiushan Nie, Yilong Yin, Jianbing Shen

ReSTR: Convolution-Free Referring Image Segmentation Using Transformers

Namyup Kim, Dongwon Kim, Cuiling Lan, Wenjun Zeng, Suha Kwak

On Guiding Visual Attention With Language Specification

Suzanne Petryk, Lisa Dunlap, Keyan Nasseri, Joseph Gonzalez, Trevor Darrell

Learning To Generate Line Drawings That Convey Geometry and Semantics

Caroline Chan, Fredo Durand, Phillip Isola

Efficient Multi-View Stereo by Iterative Dynamic Cost Volume

Shaoqian Wang, Bo Li, Yuchao Dai

Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites

Ngoc Long Nguyen, Jérémy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo

ST-MFNet: A Spatio-Temporal Multi-Flow Network for Frame Interpolation

Duolikun Danier, Fan Zhang, David Bull

Bi-Level Alignment for Cross-Domain Crowd Counting

Shenjian Gong, Shanshan Zhang, Jian Yang, Dengxin Dai, Bernt Schiele

M5Product: Self-Harmonized Contrastive Learning for E-Commercial Multi-Modal Pretraining

Xiao Dong, Xunlin Zhan, Yangxin Wu, Yunchao Wei, Michael C. Kampffmeyer

Physically-Guided Disentangled Implicit Rendering for 3D Face Modeling

Zhenyu Zhang, Yanhao Ge, Ying Tai, Weijian Cao, Renwang Chen

NinjaDesc: Content-Concealing Visual Descriptors via Adversarial Learning

Tony Ng, Hyo Jin Kim, Vincent T. Lee, Daniel DeTone, Tsun-Yi Yang

Diversity Matters: Fully Exploiting Depth Clues for Reliable Monocular 3D Object Detection

Zhuoling Li, Zhan Qu, Yang Zhou, Jianzhuang Liu, Haoqian Wang

Lite Vision Transformer With Enhanced Self-Attention

Chenglin Yang, Yilin Wang, Jianming Zhang, He Zhang, Zijun Wei

OSSGAN: Open-Set Semi-Supervised Image Generation

Kai Katsumata, Duc Minh Vo, Hideki Nakayama

CAT-Det: Contrastively Augmented Transformer for Multi-Modal 3D Object Detection

Yanan Zhang, JIAXIN CHEN, Di Huang

Spatial Commonsense Graph for Object Localisation in Partial Scenes

Francesco Giuliari, Geri Skenderi, Marco Cristani, Yiming Wang, Alessio Del Bue

Equivariance Allows Handling Multiple Nuisance Variables When Analyzing Pooled Neuroimaging Datasets

Vishnu Suresh Lokhande, Rudrasis Chakraborty, Sathya N. Ravi, Vikas Singh

VisualHow: Multimodal Problem Solving

Jinhui Yang, Xianyu Chen, Ming Jiang, Shi Chen, Louis Wang

Simulated Adversarial Testing of Face Recognition Models

Nataniel Ruiz, Adam Kortylewski, Weichao Qiu, Cihang Xie, Sarah Adel Bargal

Real-Time Object Detection for Streaming Perception

Jinrong Yang, Songtao Liu, Zeming Li, Xiaoping Li, Jian Sun

Sign Language Video Retrieval With Free-Form Textual Queries

Amanda Duarte, Samuel Albanie, Xavier Giró-i-Nieto, Gül Varol

Efficient Large-Scale Localization by Global Instance Recognition

Fei Xue, Ignas Budvytis, Daniel Olmeda Reino, Roberto Cipolla

Deep Saliency Prior for Reducing Visual Distraction

Kfir Aberman, Junfeng He, Yossi Gandelsman, Inbar Mosseri, David E. Jacobs

Calibrating Deep Neural Networks by Pairwise Constraints

Jiacheng Cheng, Nuno Vasconcelos

ScePT: Scene-Consistent, Policy-Based Trajectory Predictions for Planning

Yuxiao Chen, Boris Ivanovic, Marco Pavone

CNN Filter DB: An Empirical Investigation of Trained Convolutional Filters

Paul Gavrikov, Janis Keuper

Scenic: A JAX Library for Computer Vision Research and Beyond

Mostafa Dehghani, Alexey Gritsenko, Anurag Arnab, Matthias Minderer, Yi Tay