CVPR 2022

2,074 papers

CAD: Co-Adapting Discriminative Features for Improved Few-Shot Classification

Philip Chikontwe, Soopil Kim, Sang Hyun Park

Self-Supervised Image-Specific Prototype Exploration for Weakly Supervised Semantic Segmentation

Qi Chen, Lingxiao Yang, Jian-Huang Lai, Xiaohua Xie

BatchFormer: Learning To Explore Sample Relationships for Robust Representation Learning

Zhi Hou, Baosheng Yu, Dacheng Tao

Bounded Adversarial Attack on Deep Content Features

Qiuling Xu, Guanhong Tao, Xiangyu Zhang

E2EC: An End-to-End Contour-Based Method for High-Quality High-Speed Instance Segmentation

Tao Zhang, Shiqing Wei, Shunping Ji

ScaleNet: A Shallow Architecture for Scale Estimation

Axel Barroso-Laguna, Yurun Tian, Krystian Mikolajczyk

SketchEdit: Mask-Free Local Image Manipulation With Partial Sketches

Yu Zeng, Zhe Lin, Vishal M. Patel

Parametric Scattering Networks

Shanel Gauthier, Benjamin Therien, Laurent Alsène-Racicot, Muawiz Chaudhary, Irina Rish

Weakly Supervised Temporal Action Localization via Representative Snippet Knowledge Propagation

Linjiang Huang, Liang Wang, hongsheng Li

Quantization-Aware Deep Optics for Diffractive Snapshot Hyperspectral Imaging

Lingen Li, Lizhi Wang, Weitao Song, Lei Zhang, Zhiwei Xiong

Fast, Accurate and Memory-Efficient Partial Permutation Synchronization

Shaohan Li, Yunpeng Shi, Gilad Lerman

End-to-End Trajectory Distribution Prediction Based on Occupancy Grid Maps

Ke Guo, Wenxi Liu, Jia Pan

Connecting the Complementary-View Videos: Joint Camera Identification and Subject Association

Ruize Han, Yiyang Gan, Jiacheng Li, Feifan Wang, Wei Feng

DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation

Aysim Toker, Lukas Kondmann, Mark Weber, Marvin Eisenberger, Andrés Camero

IRISformer: Dense Vision Transformers for Single-Image Inverse Rendering in Indoor Scenes

Rui Zhu, Zhengqin Li, Janarbek Matai, Fatih Porikli, Manmohan Chandraker

Self-Supervised Keypoint Discovery in Behavioral Videos

Jennifer J. Sun, Serim Ryou, Roni H. Goldshmid, Brandon Weissbourd, John O. Dabiri

Deformable Video Transformer

Jue Wang, Lorenzo Torresani

Surface Reconstruction From Point Clouds by Learning Predictive Context Priors

Baorui Ma, Yu-Shen Liu, Matthias Zwicker, Zhizhong Han

Modeling Motion With Multi-Modal Features for Text-Based Video Segmentation

Wangbo Zhao, Kai Wang, Xiangxiang Chu, Fuzhao Xue, Xinchao Wang

Weakly Supervised Rotation-Invariant Aerial Object Detection Network

Xiaoxu Feng, Xiwen Yao, Gong Cheng, Junwei Han

Multi-Frame Self-Supervised Depth With Transformers

Vitor Guizilini, Rares Ambrus, Dian Chen, Sergey Zakharov, Adrien Gaidon

Multimodal Material Segmentation

Yupeng Liang, Ryosuke Wakaki, Shohei Nobuhara, Ko Nishino

Learning To Recognize Procedural Activities With Distant Supervision

Xudong Lin, Fabio Petroni, Gedas Bertasius, Marcus Rohrbach, Shih-fu Chang

Towards Multimodal Depth Estimation From Light Fields

Titus Leistner, Radek Mackowiak, Lynton Ardizzone, Ullrich Köthe, Carsten Rother

AziNorm: Exploiting the Radial Symmetry of Point Cloud for Azimuth-Normalized 3D Perception

Shaoyu Chen, Xinggang Wang, Tianheng Cheng, Wenqiang Zhang, Qian Zhang

Symmetry and Uncertainty-Aware Object SLAM for 6DoF Object Pose Estimation

Nathaniel Merrill, Yuliang Guo, Xingxing Zuo, Xinyu Huang, Stefan Leutenegger

Global Context With Discrete Diffusion in Vector Quantised Modelling for Image Generation

Minghui Hu, Yujie Wang, Tat-Jen Cham, Jianfei Yang, P.N. Suganthan

Deep Decomposition for Stochastic Normal-Abnormal Transport

Peirong Liu, Yueh Lee, Stephen Aylward, Marc Niethammer

STCrowd: A Multimodal Dataset for Pedestrian Perception in Crowded Scenes

Peishan Cong, Xinge ZHU, Feng Qiao, Yiming Ren, Xidong Peng

Towards Robust Rain Removal Against Adversarial Attacks: A Comprehensive Benchmark Analysis and Beyond

Yi Yu, Wenhan Yang, Yap-Peng Tan, Alex C. Kot

E-CIR: Event-Enhanced Continuous Intensity Recovery

Chen Song, Qixing Huang, Chandrajit Bajaj

Generating Diverse and Natural 3D Human Motions From Text

Chuan Guo, Shihao Zou, Xinxin Zuo, Sen Wang, Wei Ji

XYDeblur: Divide and Conquer for Single Image Deblurring

Seo-Won Ji, Jeongmin Lee, Seung-wook Kim, Jun-Pyo Hong, Seung-Jin Baek

Rethinking Reconstruction Autoencoder-Based Out-of-Distribution Detection

Yibo Zhou

EPro-PnP: Generalized End-to-End Probabilistic Perspective-N-Points for Monocular Object Pose Estimation

Hansheng Chen, Pichao WANG, Fan Wang, Wei Tian, Lu Xiong

Towards Driving-Oriented Metric for Lane Detection Models

Takami Sato, Qi Alfred Chen

Dataset Distillation by Matching Training Trajectories

George Cazenavette, Tongzhou Wang, Antonio Torralba, Alexei A. Efros, Jun-Yan Zhu

Sparse Non-Local CRF

Olga Veksler, Yuri Boykov

HyperInverter: Improving StyleGAN Inversion via Hypernetwork

Tan M. Dinh, Anh Tuan Tran, Rang Nguyen, Binh-Son Hua

Topologically-Aware Deformation Fields for Single-View 3D Reconstruction

Shivam Duggal, Deepak Pathak

Does Text Attract Attention on E-Commerce Images: A Novel Saliency Prediction Dataset and Method

Lai Jiang, Yifei Li, Shengxi Li, Mai Xu, Se Lei

Performance-Aware Mutual Knowledge Distillation for Improving Neural Architecture Search

Pengtao Xie, Xuefeng Du

Estimating Egocentric 3D Human Pose in the Wild With External Weak Supervision

Jian Wang, Lingjie Liu, Weipeng Xu, Kripasindhu Sarkar, Diogo Luvizon

One-Bit Active Query With Contrastive Pairs

Yuhang Zhang, XIAOPENG ZHANG, Lingxi Xie, Jie Li, Robert C. Qiu

Revisiting Random Channel Pruning for Neural Network Compression

Yawei Li, Kamil Adamczewski, Wen Li, Shuhang Gu, Radu Timofte

Disentangled3D: Learning a 3D Generative Model With Disentangled Geometry and Appearance From Monocular Images

Ayush Tewari, Mallikarjun B R, Xingang Pan, Ohad Fried, Maneesh Agrawala

BEHAVE: Dataset and Method for Tracking Human Object Interactions

Bharat Lal Bhatnagar, Xianghui Xie, Ilya A. Petrov, Cristian Sminchisescu, Christian Theobalt

Learning From All Vehicles

Dian Chen, Philipp Krähenbühl

UniCon: Combating Label Noise Through Uniform Selection and Contrastive Learning

Nazmul Karim, Mamshad Nayeem Rizve, Nazanin Rahnavard, Ajmal Mian, Mubarak Shah

IDEA-Net: Dynamic 3D Point Cloud Interpolation via Deep Embedding Alignment

Yiming Zeng, Yue Qian, Qijian Zhang, Junhui Hou, Yixuan Yuan

QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection

Chenhongyi Yang, Zehao Huang, Naiyan Wang

Temporal Context Matters: Enhancing Single Image Prediction With Disease Progression Representations

Aishik Konwer, Xuan Xu, Joseph Bae, Chao Chen, Prateek Prasanna

ArtiBoost: Boosting Articulated 3D Hand-Object Pose Estimation via Online Exploration and Synthesis

Lixin Yang, Kailin Li, Xinyu Zhan, Jun Lv, Wenqiang Xu

Gait Recognition in the Wild With Dense 3D Representations and a Benchmark

Jinkai Zheng, Xinchen Liu, Wu Liu, Lingxiao He, Chenggang Yan

EvUnroll: Neuromorphic Events Based Rolling Shutter Image Correction

Xinyu Zhou, Peiqi Duan, Yi Ma, Boxin Shi

MAD: A Scalable Dataset for Language Grounding in Videos From Movie Audio Descriptions

Mattia Soldan, Alejandro Pardo, Juan Leon Alcazar, Fabian Caba, Chen Zhao

ElePose: Unsupervised 3D Human Pose Estimation by Predicting Camera Elevation and Learning Normalizing Flows on 2D Poses

Bastian Wandt, James J. Little, Helge Rhodin

3DeformRS: Certifying Spatial Deformations on Point Clouds

Gabriel Pérez S., Juan C. Perez, Motasem Alfarra, Silvio Giancola, Bernard Ghanem

Revisiting AP Loss for Dense Object Detection: Adaptive Ranking Pair Selection

Dongli Xu, Jinhong Deng, Wen Li

V2C: Visual Voice Cloning

Qi Chen, Mingkui Tan, Yuankai Qi, Jiaqiu Zhou, Yuanqing Li

Neural 3D Scene Reconstruction With the Manhattan-World Assumption

Haoyu Guo, Sida Peng, Haotong Lin, Qianqian Wang, Guofeng Zhang

REGTR: End-to-End Point Cloud Correspondences With Transformers

Zi Jian Yew, Gim Hee Lee

End-to-End Multi-Person Pose Estimation With Transformers

Dahu Shi, Xing Wei, Liangqi Li, Ye Ren, Wenming Tan

Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs

Xiaohan Ding, Xiangyu Zhang, Jungong Han, guiguang ding

Uncertainty-Guided Probabilistic Transformer for Complex Action Recognition

Hongji Guo, Hanjing Wang, Qiang Ji

ASM-Loc: Action-Aware Segment Modeling for Weakly-Supervised Temporal Action Localization

Bo He, Xitong Yang, Le Kang, Zhiyu Cheng, Xin Zhou

Multi-Object Tracking Meets Moving UAV

Shuai Liu, Xin Li, Huchuan Lu, You He

Occluded Human Mesh Recovery

Rawal Khirodkar, Shashank Tripathi, Kris Kitani

Ray3D: Ray-Based 3D Human Pose Estimation for Monocular Absolute 3D Localization

Yu Zhan, Fenghai Li, Renliang Weng, Wongun Choi

Hire-MLP: Vision MLP via Hierarchical Rearrangement

Jianyuan Guo, Yehui Tang, Kai Han, Xinghao Chen, Han Wu

Universal Photometric Stereo Network Using Global Lighting Contexts

Satoshi Ikehata

Contrastive Dual Gating: Learning Sparse Features With Contrastive Learning

Jian Meng, Li Yang, Jinwoo Shin, Deliang Fan, Jae-sun Seo

Cross Modal Retrieval With Querybank Normalisation

Simion-Vlad Bogolin, Ioana Croitoru, Hailin Jin, Yang Liu, Samuel Albanie

MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens

Jiemin Fang, Lingxi Xie, Xinggang Wang, XIAOPENG ZHANG, Wenyu Liu

It's About Time: Analog Clock Reading in the Wild

Charig Yang, Weidi Xie, Andrew Zisserman

A Unified Query-Based Paradigm for Point Cloud Understanding

Zetong Yang, Li Jiang, Yanan Sun, Bernt Schiele, Jiaya Jia

Align and Prompt: Video-and-Language Pre-Training With Entity Prompts

DONGXU LI, Junnan Li, Hongdong Li, Juan Carlos Niebles, Steven C.H. Hoi

Unleashing Potential of Unsupervised Pre-Training With Intra-Identity Regularization for Person Re-Identification

Zizheng Yang, Xin Jin, Kecheng Zheng, Feng Zhao

Coherent Point Drift Revisited for Non-Rigid Shape Matching and Registration

Aoxiang Fan, Jiayi Ma, Xin Tian, Xiaoguang Mei, Wei Liu

Uncertainty-Aware Deep Multi-View Photometric Stereo

Berk Kaya, Suryansh Kumar, Carlos Oliveira, Vittorio Ferrari, Luc Van Gool

CodedVTR: Codebook-Based Sparse Voxel Transformer With Geometric Guidance

Tianchen Zhao, Niansong Zhang, Xuefei Ning, He Wang, Li Yi

Neural Window Fully-Connected CRFs for Monocular Depth Estimation

Weihao Yuan, Xiaodong Gu, Zuozhuo Dai, Siyu Zhu, Ping Tan

Exploring Geometric Consistency for Monocular 3D Object Detection

Qing LIAN, Botao Ye, Ruijia Xu, Weilong Yao, Tong Zhang

MAT: Mask-Aware Transformer for Large Hole Image Inpainting

Wenbo Li, Zhe Lin, Kun Zhou, Lu Qi, Yi Wang

OSKDet: Orientation-Sensitive Keypoint Localization for Rotated Object Detection

Dongchen Lu, Dongmei Li, Yali Li, Shengjin Wang

Object-Aware Video-Language Pre-Training for Retrieval

Jinpeng Wang, Yixiao Ge, Guanyu Cai, Rui Yan, Xudong Lin

Style-Structure Disentangled Features and Normalizing Flows for Diverse Icon Colorization

Yuan-kui Li, Yun-Hsuan Lien, Yu-Shuen Wang

Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values

Ahmed Imtiaz Humayun, Randall Balestriero, Richard Baraniuk

Layer-Wised Model Aggregation for Personalized Federated Learning

Xiaosong Ma, Jie Zhang, Song Guo, Wenchao Xu

AEGNN: Asynchronous Event-Based Graph Neural Networks

Simon Schaefer, Daniel Gehrig, Davide Scaramuzza

V-Doc: Visual Questions Answers With Documents

Yihao Ding, Zhe Huang, Runlin Wang, YanHang Zhang, Xianru Chen

Canonical Voting: Towards Robust Oriented Bounding Box Detection in 3D Scenes

Yang You, Zelin Ye, Yujing Lou, Chengkun Li, Yong-Lu Li

CaDeX: Learning Canonical Deformation Coordinate Space for Dynamic Surface Representation via Neural Homeomorphism

Jiahui Lei, Kostas Daniilidis

JoinABLe: Learning Bottom-Up Assembly of Parametric CAD Joints

Karl D.D. Willis, Pradeep Kumar Jayaraman, Hang Chu, Yunsheng Tian, Yifei Li

StyleT2I: Toward Compositional and High-Fidelity Text-to-Image Synthesis

Zhiheng Li, Martin Renqiang Min, Kai Li, Chenliang Xu

Dynamic Dual-Output Diffusion Models

Yaniv Benny, Lior Wolf

REX: Reasoning-Aware and Grounded Explanation

Shi Chen, Qi Zhao

How Well Do Sparse ImageNet Models Transfer?

Eugenia Iofinova, Alexandra Peste, Mark Kurtz, Dan Alistarh

Amodal Segmentation Through Out-of-Task and Out-of-Distribution Generalization With a Bayesian Model

Yihong Sun, Adam Kortylewski, Alan Yuille

XYLayoutLM: Towards Layout-Aware Multimodal Networks for Visually-Rich Document Understanding

Zhangxuan Gu, Changhua Meng, Ke Wang, jun lan, Weiqiang Wang