CVPR 2022

2,074 papers

ObjectFormer for Image Manipulation Detection and Localization

Junke Wang, Zuxuan Wu, Jingjing Chen, Xintong Han, Abhinav Shrivastava

Learning To Estimate Robust 3D Human Mesh From In-the-Wild Crowded Scenes

Hongsuk Choi, Gyeongsik Moon, Joonkyu Park, Kyoung Mu Lee

Brain-Inspired Multilayer Perceptron With Spiking Neurons

Wenshuo Li, Hanting Chen, Jianyuan Guo, Ziyang Zhang, Yunhe Wang

Vision Transformer Slimming: Multi-Dimension Searching in Continuous Optimization Space

Arnav Chavan, Zhiqiang Shen, Zhuang Liu, Zechun Liu, Kwang-Ting Cheng

HerosNet: Hyperspectral Explicable Reconstruction and Optimal Sampling Deep Network for Snapshot Compressive Imaging

Xuanyu Zhang, yongbing zhang, Ruiqin Xiong, Qilin Sun, Jian Zhang

HiVT: Hierarchical Vector Transformer for Multi-Agent Motion Prediction

Zikang Zhou, Luyao Ye, Jianping Wang, Kui Wu, Kejie Lu

No Pain, Big Gain: Classify Dynamic Point Cloud Sequences With Static Models by Fitting Feature-Level Space-Time Surfaces

Jia-Xing Zhong, Kaichen Zhou, Qingyong Hu, Bing Wang, Niki Trigoni

AlignMixup: Improving Representations by Interpolating Aligned Features

Shashanka Venkataramanan, Ewa Kijak, laurent amsaleg, Yannis Avrithis

Scribble-Supervised LiDAR Semantic Segmentation

Ozan Unal, Dengxin Dai, Luc Van Gool

LAKe-Net: Topology-Aware Point Cloud Completion by Localizing Aligned Keypoints

Junshu Tang, Zhijun Gong, Ran Yi, Yuan Xie, Lizhuang Ma

Global Convergence of MAML and Theory-Inspired Neural Architecture Search for Few-Shot Learning

Haoxiang Wang, Yite Wang, Ruoyu Sun, Bo Li

SIGMA: Semantic-Complete Graph Matching for Domain Adaptive Object Detection

Wuyang Li, Xinyu Liu, Yixuan Yuan

Parameter-Free Online Test-Time Adaptation

Malik Boudiaf, Romain Mueller, Ismail Ben Ayed, Luca Bertinetto

Layered Depth Refinement With Mask Guidance

Soo Ye Kim, Jianming Zhang, Simon Niklaus, Yifei Fan, Simon Chen

MobRecon: Mobile-Friendly Hand Mesh Reconstruction From Monocular Image

Xingyu Chen, Yufeng Liu, Yajiao Dong, Xiong Zhang, Chongyang Ma

ImFace: A Nonlinear 3D Morphable Face Model With Implicit Neural Representations

Mingwu Zheng, Hongyu Yang, Di Huang, Liming Chen

Weakly Supervised Segmentation on Outdoor 4D Point Clouds With Temporal Matching and Spatial Graph Propagation

Hanyu Shi, Jiacheng Wei, Ruibo Li, Fayao Liu, Guosheng Lin

Extracting Triangular 3D Models, Materials, and Lighting From Images

Jacob Munkberg, Jon Hasselgren, Tianchang Shen, Jun Gao, Wenzheng Chen

Show, Deconfound and Tell: Image Captioning With Causal Inference

Bing Liu, Dong Wang, Xu Yang, Yong Zhou, Rui Yao

D-Grasp: Physically Plausible Dynamic Grasp Synthesis for Hand-Object Interactions

Sammy Christen, Muhammed Kocabas, Emre Aksan, Jemin Hwangbo, Jie Song

Practical Stereo Matching via Cascaded Recurrent Network With Adaptive Correlation

Jiankun Li, Peisen Wang, Pengfei Xiong, Tao Cai, Ziwei Yan

MiniViT: Compressing Vision Transformers With Weight Multiplexing

Jinnian Zhang, Houwen Peng, Kan Wu, Mengchen Liu, Bin Xiao

Federated Class-Incremental Learning

Jiahua Dong, Lixu Wang, Zhen Fang, Gan Sun, Shichao Xu

Registering Explicit to Implicit: Towards High-Fidelity Garment Mesh Reconstruction From Single Images

Heming Zhu, Lingteng Qiu, Yuda Qiu, Xiaoguang Han

Effective Conditioned and Composed Image Retrieval Combining CLIP-Based Features

Alberto Baldrati, Marco Bertini, Tiberio Uricchio, Alberto Del Bimbo

Scalable Penalized Regression for Noise Detection in Learning With Noisy Labels

Yikai Wang, Xinwei Sun, Yanwei Fu

Disentangling Visual Embeddings for Attributes and Objects

Nirat Saini, Khoi Pham, Abhinav Shrivastava

Rethinking Minimal Sufficient Representation in Contrastive Learning

Haoqing Wang, Xun Guo, Zhi-Hong Deng, Yan Lu

Weakly-Supervised Online Action Segmentation in Multi-View Instructional Videos

Reza Ghoddoosian, Isht Dwivedi, Nakul Agarwal, Chiho Choi, Behzad Dariush

OnePose: One-Shot Object Pose Estimation Without CAD Models

Jiaming Sun, Zihao Wang, Siyu Zhang, Xingyi He, Hongcheng Zhao

PatchNet: A Simple Face Anti-Spoofing Framework via Fine-Grained Patch Recognition

Chien-Yi Wang, Yu-Ding Lu, Shang-Ta Yang, Shang-Hong Lai

AutoLoss-Zero: Searching Loss Functions From Scratch for Generic Tasks

Hao Li, Tianwen Fu, Jifeng Dai, hongsheng Li, Gao Huang

LIFT: Learning 4D LiDAR Image Fusion Transformer for 3D Object Detection

Yihan Zeng, Da Zhang, Chunwei Wang, Zhenwei Miao, Ting Liu

Unsupervised Homography Estimation With Coplanarity-Aware GAN

Mingbo Hong, Yuhang Lu, Nianjin Ye, Chunyu Lin, Qijun Zhao

The Neurally-Guided Shape Parser: Grammar-Based Labeling of 3D Shape Regions With Approximate Inference

R. Kenny Jones, Aalia Habib, Rana Hanocka, Daniel Ritchie

Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification

Zongbo Han, Fan Yang, Junzhou Huang, Changqing Zhang, Jianhua Yao

An Empirical Study of Training End-to-End Vision-and-Language Transformers

Zi-Yi Dou, Yichong Xu, Zhe Gan, Jianfeng Wang, Shuohang Wang

OoD-Bench: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization

Nanyang Ye, Kaican Li, Haoyue Bai, Runpeng Yu, Lanqing Hong

Towards Discovering the Effectiveness of Moderately Confident Samples for Semi-Supervised Learning

Hui Tang, Kui Jia

Self-Supervised Deep Image Restoration via Adaptive Stochastic Gradient Langevin Dynamics

Weixi Wang, Ji Li, Hui Ji

ES6D: A Computation Efficient and Symmetry-Aware 6D Pose Regression Framework

Ningkai Mo, Wanshui Gan, Naoto Yokoya, Shifeng Chen

E2(GO)MOTION: Motion Augmented Event Stream for Egocentric Action Recognition

Chiara Plizzari, Mirco Planamente, Gabriele Goletto, Marco Cannici, Emanuele Gusso

Pseudo-Q: Generating Pseudo Language Queries for Visual Grounding

Haojun Jiang, Yuanze Lin, Dongchen Han, Shiji Song, Gao Huang

Forward Propagation, Backward Regression, and Pose Association for Hand Tracking in the Wild

Mingzhen Huang, Supreeth Narasimhaswamy, Saif Vazir, Haibin Ling, Minh Hoai

Meta Agent Teaming Active Learning for Pose Estimation

Jia Gong, Zhipeng Fan, Qiuhong Ke, Hossein Rahmani, Jun Liu

Revealing Occlusions With 4D Neural Fields

Basile Van Hoorick, Purva Tendulkar, Didac Suris, Dennis Park, Simon Stent

RePaint: Inpainting Using Denoising Diffusion Probabilistic Models

Andreas Lugmayr, Martin Danelljan, Andres Romero, Fisher Yu, Radu Timofte

WarpingGAN: Warping Multiple Uniform Priors for Adversarial 3D Point Cloud Generation

Yingzhi Tang, Yue Qian, Qijian Zhang, Yiming Zeng, Junhui Hou

Sound and Visual Representation Learning With Multiple Pretraining Tasks

Arun Balajee Vasudevan, Dengxin Dai, Luc Van Gool

Bringing Old Films Back to Life

Ziyu Wan, Bo Zhang, Dongdong Chen, Jing Liao

NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks

Fawaz Sammani, Tanmoy Mukherjee, Nikos Deligiannis

The Devil Is in the Margin: Margin-Based Label Smoothing for Network Calibration

Bingyuan Liu, Ismail Ben Ayed, Adrian Galdran, Jose Dolz

Temporally Efficient Vision Transformer for Video Instance Segmentation

Shusheng Yang, Xinggang Wang, Yu Li, Yuxin Fang, Jiemin Fang

Not All Tokens Are Equal: Human-Centric Visual Analysis via Token Clustering Transformer

Wang Zeng, Sheng Jin, Wentao Liu, Chen Qian, Ping Luo

Retrieval Augmented Classification for Long-Tail Visual Recognition

Alexander Long, Wei Yin, Thalaiyasingam Ajanthan, Vu Nguyen, Pulak Purkait

Towards Robust and Reproducible Active Learning Using Neural Networks

Prateek Munjal, Nasir Hayat, Munawar Hayat, Jamshid Sourati, Shadab Khan

Relative Pose From a Calibrated and an Uncalibrated Smartphone Image

Yaqing Ding, Daniel Barath, Jian Yang, Zuzana Kukelova

SC2-PCR: A Second Order Spatial Compatibility for Efficient and Robust Point Cloud Registration

Zhi Chen, Kun Sun, Fan Yang, Wenbing Tao

Dist-PU: Positive-Unlabeled Learning From a Label Distribution Perspective

Yunrui Zhao, Qianqian Xu, Yangbangyan Jiang, Peisong Wen, Qingming Huang

InfoNeRF: Ray Entropy Minimization for Few-Shot Neural Volume Rendering

Mijeong Kim, Seonguk Seo, Bohyung Han

Unseen Classes at a Later Time? No Problem

Hari Chandana Kuchibhotla, Sumitra S Malagi, Shivam Chandhok, Vineeth N Balasubramanian

Maximum Spatial Perturbation Consistency for Unpaired Image-to-Image Translation

Yanwu Xu, Shaoan Xie, Wenhao Wu, Kun Zhang, Mingming Gong

SwinBERT: End-to-End Transformers With Sparse Attention for Video Captioning

Kevin Lin, Linjie Li, Chung-Ching Lin, Faisal Ahmed, Zhe Gan

Bridging Global Context Interactions for High-Fidelity Image Completion

Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai, Dinh Phung

Pyramid Adversarial Training Improves ViT Performance

Charles Herrmann, Kyle Sargent, Lu Jiang, Ramin Zabih, Huiwen Chang

OakInk: A Large-Scale Knowledge Repository for Understanding Hand-Object Interaction

Lixin Yang, Kailin Li, Xinyu Zhan, Fei Wu, Anran Xu

Style Transformer for Image Inversion and Editing

Xueqi Hu, Qiusheng Huang, Zhengyi Shi, Siyuan Li, Changxin Gao

Imposing Consistency for Optical Flow Estimation

Jisoo Jeong, Jamie Menjay Lin, Fatih Porikli, Nojun Kwak

HairCLIP: Design Your Hair by Text and Reference Image

Tianyi Wei, Dongdong Chen, Wenbo Zhou, Jing Liao, Zhentao Tan

Joint Forecasting of Panoptic Segmentations With Difference Attention

Colin Graber, Cyril Jazra, Wenjie Luo, Liangyan Gui, Alexander G. Schwing

NFormer: Robust Person Re-Identification With Neighbor Transformer

Haochen Wang, Jiayi Shen, Yongtuo Liu, Yan Gao, Efstratios Gavves

Detector-Free Weakly Supervised Group Activity Recognition

Dongkeun Kim, Jinsung Lee, Minsu Cho, Suha Kwak

A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information

Matthew Kowal, Mennatullah Siam, Md Amirul Islam, Neil D. B. Bruce, Richard P. Wildes

Neural Fields As Learnable Kernels for 3D Reconstruction

Francis Williams, Zan Gojcic, Sameh Khamis, Denis Zorin, Joan Bruna

PSTR: End-to-End One-Step Person Search With Transformers

Jiale Cao, Yanwei Pang, Rao Muhammad Anwer, Hisham Cholakkal, Jin Xie

Learning Object Context for Novel-View Scene Layout Generation

Xiaotian Qiao, Gerhard P. Hancke, Rynson W.H. Lau

Towards Better Understanding Attribution Methods

Sukrut Rao, Moritz Böhle, Bernt Schiele

Delving Into the Estimation Shift of Batch Normalization in a Network

Lei Huang, Yi Zhou, Tian Wang, Jie Luo, Xianglong Liu

Learning Part Segmentation Through Unsupervised Domain Adaptation From Synthetic Vehicles

Qing Liu, Adam Kortylewski, Zhishuai Zhang, Zizhang Li, Mengqi Guo

MAXIM: Multi-Axis MLP for Image Processing

Zhengzhong Tu, Hossein Talebi, Han Zhang, Feng Yang, Peyman Milanfar

Cross-Domain Few-Shot Learning With Task-Specific Adapters

Wei-Hong Li, Xialei Liu, Hakan Bilen

Segment and Complete: Defending Object Detectors Against Adversarial Patch Attacks With Robust Patch Detection

Jiang Liu, Alexander Levine, Chun Pong Lau, Rama Chellappa, Soheil Feizi

Topology-Preserving Shape Reconstruction and Registration via Neural Diffeomorphic Flow

Shanlin Sun, Kun Han, Deying Kong, Hao Tang, Xiangyi Yan

Towards Better Plasticity-Stability Trade-Off in Incremental Learning: A Simple Linear Connector

Guoliang Lin, Hanlu Chu, Hanjiang Lai

Ensembling Off-the-Shelf Models for GAN Training

Nupur Kumari, Richard Zhang, Eli Shechtman, Jun-Yan Zhu

Stacked Hybrid-Attention and Group Collaborative Learning for Unbiased Scene Graph Generation

Xingning Dong, Tian Gan, Xuemeng Song, Jianlong Wu, Yuan Cheng

GlideNet: Global, Local and Intrinsic Based Dense Embedding NETwork for Multi-Category Attributes Prediction

Kareem Metwaly, Aerin Kim, Elliot Branson, Vishal Monga

BppAttack: Stealthy and Efficient Trojan Attacks Against Deep Neural Networks via Image Quantization and Contrastive Adversarial Learning

Zhenting Wang, Juan Zhai, Shiqing Ma

SmartPortraits: Depth Powered Handheld Smartphone Dataset of Human Portraits for State Estimation, Reconstruction and Synthesis

Anastasiia Kornilova, Marsel Faizullin, Konstantin Pakulev, Andrey Sadkov, Denis Kukushkin

Occlusion-Aware Cost Constructor for Light Field Depth Estimation

Yingqian Wang, Longguang Wang, Zhengyu Liang, Jungang Yang, Wei An

DiffusionCLIP: Text-Guided Diffusion Models for Robust Image Manipulation

Gwanghyun Kim, Taesung Kwon, Jong Chul Ye

Generalizable Human Pose Triangulation

Kristijan Bartol, David Bojanić, Tomislav Petković, Tomislav Pribanić

NeuralHOFusion: Neural Volumetric Rendering Under Human-Object Interactions

Yuheng Jiang, Suyi Jiang, Guoxing Sun, Zhuo Su, Kaiwen Guo

GroupViT: Semantic Segmentation Emerges From Text Supervision

Jiarui Xu, Shalini De Mello, Sifei Liu, Wonmin Byeon, Thomas Breuel

Consistency Driven Sequential Transformers Attention Model for Partially Observable Scenes

Samrudhdhi B. Rangrej, Chetan L. Srinidhi, James J. Clark

Domain Adaptation on Point Clouds via Geometry-Aware Implicits

Yuefan Shen, Yanchao Yang, Mi Yan, He Wang, Youyi Zheng

M2I: From Factored Marginal Trajectory Prediction to Interactive Prediction

Qiao Sun, Xin Huang, Junru Gu, Brian C. Williams, Hang Zhao

CHEX: CHannel EXploration for CNN Model Compression

Zejiang Hou, Minghai Qin, Fei Sun, Xiaolong Ma, Kun Yuan

Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion Prediction

Tiezheng Ma, Yongwei Nie, Chengjiang Long, Qing Zhang, Guiqing Li

On the Integration of Self-Attention and Convolution

Xuran Pan, Chunjiang Ge, Rui Lu, Shiji Song, Guanfu Chen