CVPR 2022

2,074 papers

Interactive Multi-Class Tiny-Object Detection

Chunggi Lee, Seonwook Park, Heon Song, Jeongun Ryu, Sanghoon Kim

Self-Distillation From the Last Mini-Batch for Consistency Regularization

Yiqing Shen, Liwu Xu, Yuzhe Yang, Yaqian Li, Yandong Guo

AlignQ: Alignment Quantization With ADMM-Based Correlation Preservation

Ting-An Chen, De-Nian Yang, Ming-syan Chen

Explaining Deep Convolutional Neural Networks via Latent Visual-Semantic Filter Attention

Yu Yang, Seungbae Kim, Jungseock Joo

Why Discard if You Can Recycle?: A Recycling Max Pooling Module for 3D Point Cloud Analysis

Jiajing Chen, Burak Kakillioglu, Huantao Ren, Senem Velipasalar

Which Images To Label for Few-Shot Medical Landmark Detection?

Quan Quan, Qingsong Yao, Jun Li, S. Kevin Zhou

PoseKernelLifter: Metric Lifting of 3D Human Pose Using Sound

Zhijian Yang, Xiaoran Fan, Volkan Isler, Hyun Soo Park

HumanNeRF: Free-Viewpoint Rendering of Moving People From Monocular Video

Chung-Yi Weng, Brian Curless, Pratul P. Srinivasan, Jonathan T. Barron, Ira Kemelmacher-Shlizerman

Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data

Corentin Sautier, Gilles Puy, Spyros Gidaris, Alexandre Boulch, Andrei Bursuc

How Much Does Input Data Type Impact Final Face Model Accuracy?

Jiahao Luo, Fahim Hasan Khan, Issei Mori, Akila de Silva, Eric Sandoval Ruezga

X-Trans2Cap: Cross-Modal Knowledge Transfer Using Transformer for 3D Dense Captioning

Zhihao Yuan, Xu Yan, Yinghong Liao, Yao Guo, Guanbin Li

Localized Adversarial Domain Generalization

Wei Zhu, Le Lu, Jing Xiao, Mei Han, Jiebo Luo

Audio-Visual Speech Codecs: Rethinking Audio-Visual Speech Enhancement by Re-Synthesis

Karren Yang, Dejan Markovic, Steven Krenn, Vasu Agrawal, Alexander Richard

Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free

Tianlong Chen, Zhenyu Zhang, Yihua Zhang, Shiyu Chang, Sijia Liu

Towards Diverse and Natural Scene-Aware 3D Human Motion Synthesis

Jingbo Wang, Yu Rong, Jingyuan Liu, Sijie Yan, Dahua Lin

What Makes Transfer Learning Work for Medical Images: Feature Reuse & Other Factors

Christos Matsoukas, Johan Fredin Haslum, Moein Sorkhei, Magnus Söderberg, Kevin Smith

Burst Image Restoration and Enhancement

Akshay Dudhane, Syed Waqas Zamir, Salman Khan, Fahad Shahbaz Khan, Ming-Hsuan Yang

EMOCA: Emotion Driven Monocular Face Capture and Animation

Radek Daněček, Michael J. Black, Timo Bolkart

B-Cos Networks: Alignment Is All We Need for Interpretability

Moritz Böhle, Mario Fritz, Bernt Schiele

Neural Head Avatars From Monocular RGB Videos

Philip-William Grassal, Malte Prinzler, Titus Leistner, Carsten Rother, Matthias Nießner

Exploiting Rigidity Constraints for LiDAR Scene Flow Estimation

Guanting Dong, Yueyi Zhang, Hanlin Li, Xiaoyan Sun, Zhiwei Xiong

Generalized Few-Shot Semantic Segmentation

Zhuotao Tian, Xin Lai, Li Jiang, Shu Liu, Michelle Shu

Fine-Grained Predicates Learning for Scene Graph Generation

Xinyu Lyu, Lianli Gao, Yuyu Guo, Zhou Zhao, Hao Huang

Coupling Vision and Proprioception for Navigation of Legged Robots

Zipeng Fu, Ashish Kumar, Ananye Agarwal, Haozhi Qi, Jitendra Malik

Block-NeRF: Scalable Large Scene Neural View Synthesis

Matthew Tancik, Vincent Casser, Xinchen Yan, Sabeek Pradhan, Ben Mildenhall

PPDL: Predicate Probability Distribution Based Loss for Unbiased Scene Graph Generation

Wei Li, Haiwei Zhang, Qijie Bai, Guoqing Zhao, Ning Jiang

Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency

Yanan Gu, Xu Yang, Kun Wei, Cheng Deng

A Variational Bayesian Method for Similarity Learning in Non-Rigid Image Registration

Daniel Grzech, Mohammad Farid Azampour, Ben Glocker, Julia Schnabel, Nassir Navab

Mask-Guided Spectral-Wise Transformer for Efficient Hyperspectral Image Reconstruction

Yuanhao Cai, Jing Lin, Xiaowan Hu, Haoqian Wang, Xin Yuan

Causality Inspired Representation Learning for Domain Generalization

fangrui lv, Jian Liang, Shuang Li, Bin Zang, Chi Harold Liu

CAFE: Learning To Condense Dataset by Aligning Features

Kai Wang, Bo Zhao, Xiangyu Peng, Zheng Zhu, Shuo Yang

Understanding Uncertainty Maps in Vision With Statistical Testing

Jurijs Nazarovs, Zhichun Huang, Songwong Tasneeyapant, Rudrasis Chakraborty, Vikas Singh

RestoreFormer: High-Quality Blind Face Restoration From Undegraded Key-Value Pairs

Zhouxia Wang, Jiawei Zhang, Runjian Chen, Wenping Wang, Ping Luo

Balanced Multimodal Learning via On-the-Fly Gradient Modulation

Xiaokang Peng, Yake Wei, Andong Deng, Dong Wang, Di Hu

Unsupervised Domain Adaptation for Nighttime Aerial Tracking

Junjie Ye, Changhong Fu, Guangze Zheng, Danda Pani Paudel, Guang Chen

ISDNet: Integrating Shallow and Deep Networks for Efficient Ultra-High Resolution Segmentation

Shaohua Guo, Liang Liu, Zhenye Gan, Yabiao Wang, Wuhao Zhang

FocalClick: Towards Practical Interactive Image Segmentation

Xi Chen, Zhiyan Zhao, Yilei Zhang, Manni Duan, Donglian Qi

Spiking Transformers for Event-Based Single Object Tracking

Jiqing Zhang, Bo Dong, Haiwei Zhang, Jianchuan Ding, Felix Heide

DeepDPM: Deep Clustering With an Unknown Number of Clusters

Meitar Ronen, Shahaf E. Finder, Oren Freifeld

Generating High Fidelity Data From Low-Density Regions Using Diffusion Models

Vikash Sehwag, Caner Hazirbas, Albert Gordo, Firat Ozgenel, Cristian Canton

Equalized Focal Loss for Dense Long-Tailed Object Detection

Bo Li, Yongqiang Yao, Jingru Tan, Gang Zhang, Fengwei Yu

Non-Parametric Depth Distribution Modelling Based Depth Inference for Multi-View Stereo

Jiayu Yang, Jose M. Alvarez, miaomiao Liu

Unified Transformer Tracker for Object Tracking

Fan Ma, Mike Zheng Shou, Linchao Zhu, haoqi fan, Yilei Xu

3D Shape Variational Autoencoder Latent Disentanglement via Mini-Batch Feature Swapping for Bodies and Faces

Simone Foti, Bongjin Koo, Danail Stoyanov, Matthew J. Clarkson

Brain-Supervised Image Editing

Keith M. Davis III, Carlos de la Torre-Ortiz, Tuukka Ruotsalo

Bayesian Nonparametric Submodular Video Partition for Robust Anomaly Detection

Hitesh Sapkota, Qi Yu

Unsupervised Learning of Accurate Siamese Tracking

Qiuhong Shen, Lei Qiao, Jinyang Guo, Peixia Li, Xin Li

Object Localization Under Single Coarse Point Supervision

Xuehui Yu, Pengfei Chen, Di Wu, Najmul Hassan, Guorong Li

SimVP: Simpler Yet Better Video Prediction

Zhangyang Gao, Cheng Tan, Lirong Wu, Stan Z. Li

An Empirical Study of End-to-End Temporal Action Detection

Xiaolong Liu, Song Bai, Xiang Bai

Learning 3D Object Shape and Layout Without 3D Supervision

Georgia Gkioxari, Nikhila Ravi, Justin Johnson

Diverse Plausible 360-Degree Image Outpainting for Efficient 3DCG Background Creation

Naofumi Akimoto, Yuhi Matsuo, Yoshimitsu Aoki

SurfEmb: Dense and Continuous Correspondence Distributions for Object Pose Estimation With Learnt Surface Embeddings

Rasmus Laurvig Haugaard, Anders Glent Buch

PCL: Proxy-Based Contrastive Learning for Domain Generalization

Xufeng Yao, Yang Bai, Xinyun Zhang, Yuechen Zhang, Qi Sun

Deep Rectangling for Image Stitching: A Learning Baseline

Lang Nie, Chunyu Lin, Kang Liao, Shuaicheng Liu, Yao Zhao

Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation

Zechun Liu, Kwang-Ting Cheng, Dong Huang, Eric P. Xing, Zhiqiang Shen

LC-FDNet: Learned Lossless Image Compression With Frequency Decomposition Network

Hochang Rhee, Yeong Il Jang, Seyun Kim, Nam Ik Cho

Neural Face Identification in a 2D Wireframe Projection of a Manifold Object

Kehan Wang, Jia Zheng, Zihan Zhou

En-Compactness: Self-Distillation Embedding & Contrastive Generation for Generalized Zero-Shot Learning

Xia Kong, Zuodong Gao, Xiaofan Li, Ming Hong, Jun Liu

Target-Aware Dual Adversarial Learning and a Multi-Scenario Multi-Modality Benchmark To Fuse Infrared and Visible for Object Detection

Jinyuan Liu, Xin Fan, Zhanbo Huang, Guanyao Wu, Risheng Liu

Advancing High-Resolution Video-Language Representation With Large-Scale Video Transcriptions

Hongwei Xue, Tiankai Hang, Yanhong Zeng, Yuchong Sun, Bei Liu

Capturing and Inferring Dense Full-Body Human-Scene Contact

Chun-Hao P. Huang, Hongwei Yi, Markus Höschle, Matvey Safroshkin, Tsvetelina Alexiadis

HINT: Hierarchical Neuron Concept Explainer

Andong Wang, Wei-Ning Lee, Xiaojuan Qi

GLAMR: Global Occlusion-Aware Human Mesh Recovery With Dynamic Cameras

Ye Yuan, Umar Iqbal, Pavlo Molchanov, Kris Kitani, Jan Kautz

Incorporating Semi-Supervised and Positive-Unlabeled Learning for Boosting Full Reference Image Quality Assessment

Yue Cao, Zhaolin Wan, Dongwei Ren, Zifei Yan, Wangmeng Zuo

StyleSDF: High-Resolution 3D-Consistent Image and Geometry Generation

Roy Or-El, Xuan Luo, Mengyi Shan, Eli Shechtman, Jeong Joon Park

VALHALLA: Visual Hallucination for Machine Translation

Yi Li, Rameswar Panda, Yoon Kim, Chun-Fu (Richard) Chen, Rogerio S. Feris

Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields

Jonathan T. Barron, Ben Mildenhall, Dor Verbin, Pratul P. Srinivasan, Peter Hedman

Text Spotting Transformers

Xiang Zhang, Yongwen Su, Subarna Tripathi, Zhuowen Tu

APRIL: Finding the Achilles' Heel on Privacy for Vision Transformers

Jiahao Lu, Xi Sheryl Zhang, Tianli Zhao, Xiangyu He, Jian Cheng

Semi-Weakly-Supervised Learning of Complex Actions From Instructional Task Videos

Yuhan Shen, Ehsan Elhamifar

CREAM: Weakly Supervised Object Localization via Class RE-Activation Mapping

Jilan Xu, Junlin Hou, Yuejie Zhang, Rui Feng, Rui-Wei Zhao

Improving Adversarially Robust Few-Shot Image Classification With Generalizable Representations

Junhao Dong, Yuan Wang, Jian-Huang Lai, Xiaohua Xie

High-Resolution Image Synthesis With Latent Diffusion Models

Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, Bjorn Ommer

Uniform Subdivision of Omnidirectional Camera Space for Efficient Spherical Stereo Matching

Donghun Kang, Hyeonjoong Jang, Jungeon Lee, Chong-Min Kyung, Min H. Kim

Omni-DETR: Omni-Supervised Object Detection With Transformers

Pei Wang, Zhaowei Cai, Hao Yang, Gurumurthy Swaminathan, Nuno Vasconcelos

BCOT: A Markerless High-Precision 3D Object Tracking Benchmark

Jiachen Li, Bin Wang, Shiqiang Zhu, Xin Cao, Fan Zhong

Fast Light-Weight Near-Field Photometric Stereo

Daniel Lichy, Soumyadip Sengupta, David W. Jacobs

An MIL-Derived Transformer for Weakly Supervised Point Cloud Segmentation

Cheng-Kun Yang, Ji-Jia Wu, Kai-Syun Chen, Yung-Yu Chuang, Yen-yu Lin

Video Frame Interpolation Transformer

Zhihao Shi, Xiangyu Xu, Xiaohong Liu, Jun Chen, Ming-Hsuan Yang

RegionCLIP: Region-Based Language-Image Pretraining

Yiwu Zhong, Jianwei Yang, Pengchuan Zhang, Chunyuan Li, Noel Codella

Label Matching Semi-Supervised Object Detection

Binbin Chen, Weijie Chen, Shicai Yang, Yunyi Xuan, Jie Song

OmniFusion: 360 Monocular Depth Estimation via Geometry-Aware Fusion

Yuyan Li, Yuliang Guo, Zhixin Yan, Xinyu Huang, Ye Duan

SimMIM: A Simple Framework for Masked Image Modeling

Zhenda Xie, Zheng Zhang, Yue Cao, Yutong Lin, Jianmin Bao

Generating 3D Bio-Printable Patches Using Wound Segmentation and Reconstruction To Treat Diabetic Foot Ulcers

Han Joo Chae, Seunghwan Lee, Hyewon Son, Seungyeob Han, Taebin Lim

Recurrent Glimpse-Based Decoder for Detection With Transformer

Zhe Chen, Jing Zhang, Dacheng Tao

PatchFormer: An Efficient Point Transformer With Patch Attention

Cheng Zhang, Haocheng Wan, Xinyi Shen, Zizhao Wu

AdaInt: Learning Adaptive Intervals for 3D Lookup Tables on Real-Time Image Enhancement

Canqian Yang, Meiguang Jin, Xu Jia, Yi Xu, Ying Chen

Spectral Unsupervised Domain Adaptation for Visual Recognition

Jingyi Zhang, Jiaxing Huang, Zichen Tian, Shijian Lu

Grounded Language-Image Pre-Training

Liunian Harold Li, Pengchuan Zhang, Haotian Zhang, Jianwei Yang, Chunyuan Li

Exemplar-Based Pattern Synthesis With Implicit Periodic Field Network

Haiwei Chen, Jiayi Liu, Weikai Chen, Shichen Liu, Yajie Zhao

TableFormer: Table Structure Understanding With Transformers

Ahmed Nassar, Nikolaos Livathinos, Maksym Lysak, Peter Staar

Scanline Homographies for Rolling-Shutter Plane Absolute Pose

Fang Bai, Agniva Sengupta, Adrien Bartoli

Graph-Based Spatial Transformer With Memory Replay for Multi-Future Pedestrian Trajectory Prediction

Lihuan Li, Maurice Pagnucco, Yang Song

Learning Bayesian Sparse Networks With Full Experience Replay for Continual Learning

Qingsen Yan, Dong Gong, Yuhang Liu, Anton van den Hengel, Javen Qinfeng Shi

OCSampler: Compressing Videos to One Clip With Single-Step Sampling

Jintao Lin, Haodong Duan, Kai Chen, Dahua Lin, Limin Wang

Explore Spatio-Temporal Aggregation for Insubstantial Object Detection: Benchmark Dataset and Baseline

Kailai Zhou, Yibo Wang, Tao Lv, Yunqian Li, Linsen Chen

Signing at Scale: Learning to Co-Articulate Signs for Large-Scale Photo-Realistic Sign Language Production

Ben Saunders, Necati Cihan Camgoz, Richard Bowden

FLAVA: A Foundational Language and Vision Alignment Model

Amanpreet Singh, Ronghang Hu, Vedanuj Goswami, Guillaume Couairon, Wojciech Galuba

Learning Hierarchical Cross-Modal Association for Co-Speech Gesture Generation

Xian Liu, Qianyi Wu, Hang Zhou, Yinghao Xu, Rui Qian