CVPR 2022

2,074 papers

Instance-Aware Dynamic Neural Network Quantization

Zhenhua Liu, Yunhe Wang, Kai Han, Siwei Ma, Wen Gao

Local Texture Estimator for Implicit Representation Function

Jaewon Lee, Kyong Hwan Jin

Revisiting the "Video" in Video-Language Understanding

Shyamal Buch, Cristobal Eyzaguirre, Adrien Gaidon, Jiajun Wu, Li Fei-fei

MaskGIT: Masked Generative Image Transformer

Huiwen Chang, Han Zhang, Lu Jiang, Ce Liu, William T. Freeman

Hyperbolic Vision Transformers: Combining Improvements in Metric Learning

Aleksandr Ermolov, Leyla Mirvakhabova, Valentin Khrulkov, Nicu Sebe, Ivan Oseledets

FAM: Visual Explanations for the Feature Representations From Deep Convolutional Networks

Yuxi Wu, Changhuai Chen, Jun Che, Shiliang Pu

A Dual Weighting Label Assignment Scheme for Object Detection

Shuai Li, Chenhang He, Ruihuang Li, Lei Zhang

gDNA: Towards Generative Detailed Neural Avatars

Xu Chen, Tianjian Jiang, Jie Song, Jinlong Yang, Michael J. Black

RCP: Recurrent Closest Point for Point Cloud

Xiaodong Gu, Chengzhou Tang, Weihao Yuan, Zuozhuo Dai, Siyu Zhu

High-Fidelity GAN Inversion for Image Attribute Editing

Tengfei Wang, Yong Zhang, Yanbo Fan, Jue Wang, Qifeng Chen

Learning To Zoom Inside Camera Imaging Pipeline

Chengzhou Tang, Yuqiang Yang, Bing Zeng, Ping Tan, Shuaicheng Liu

Safe-Student for Safe Deep Semi-Supervised Learning With Unseen-Class Unlabeled Data

Rundong He, Zhongyi Han, Xiankai Lu, Yilong Yin

MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video

Jinlu Zhang, Zhigang Tu, Jianyu Yang, Yujin Chen, Junsong Yuan

Blind Face Restoration via Integrating Face Shape and Generative Priors

Feida Zhu, Junwei Zhu, Wenqing Chu, Xinyi Zhang, Xiaozhong Ji

Joint Hand Motion and Interaction Hotspots Prediction From Egocentric Videos

Shaowei Liu, Subarna Tripathi, Somdeb Majumdar, Xiaolong Wang

ADeLA: Automatic Dense Labeling With Attention for Viewpoint Shift in Semantic Segmentation

Hanxiang Ren, Yanchao Yang, He Wang, Bokui Shen, Qingnan Fan

Cycle-Consistent Counterfactuals by Latent Transformations

Saeed Khorram, Li Fuxin

Few-Shot Backdoor Defense Using Shapley Estimation

Jiyang Guan, Zhuozhuo Tu, Ran He, Dacheng Tao

Continual Stereo Matching of Continuous Driving Scenes With Growing Architecture

Chenghao Zhang, Kun Tian, Bin Fan, GAOFENG MENG, Zhaoxiang Zhang

Episodic Memory Question Answering

Samyak Datta, Sameer Dharur, Vincent Cartillier, Ruta Desai, Mukul Khanna

Motron: Multimodal Probabilistic Human Motion Forecasting

Tim Salzmann, Marco Pavone, Markus Ryll

Optimizing Video Prediction via Video Frame Interpolation

Yue Wu, Qiang Wen, Qifeng Chen

Deep Equilibrium Optical Flow Estimation

Shaojie Bai, Zhengyang Geng, Yash Savani, J. Zico Kolter

PlanarRecon: Real-Time 3D Plane Detection and Reconstruction From Posed Monocular Videos

Yiming Xie, Matheus Gadelha, Fengting Yang, Xiaowei Zhou, Huaizu Jiang

PUMP: Pyramidal and Uniqueness Matching Priors for Unsupervised Learning of Local Descriptors

Jerome Revaud, Vincent Leroy, Philippe Weinzaepfel, Boris Chidlovskii

Sketching Without Worrying: Noise-Tolerant Sketch-Based Image Retrieval

Ayan Kumar Bhunia, Subhadeep Koley, Abdullah Faiz Ur Rahman Khilji, Aneeshan Sain, Pinaki Nath Chowdhury

Syntax-Aware Network for Handwritten Mathematical Expression Recognition

Ye Yuan, Xiao Liu, Wondimu Dikubab, Hui LIU, Zhilong Ji

All-in-One Image Restoration for Unknown Corruption

Boyun Li, Xiao Liu, Peng Hu, Zhongqin Wu, Jiancheng Lv

Pseudo-Stereo for Monocular 3D Object Detection in Autonomous Driving

Yi-Nan Chen, Hang Dai, Yong Ding

Interactive Image Synthesis With Panoptic Layout Generation

Bo Wang, Tao Wu, Minfeng Zhu, Peng Du

Paramixer: Parameterizing Mixing Links in Sparse Factors Works Better Than Dot-Product Self-Attention

Tong Yu, Ruslan Khalitov, Lei Cheng, Zhirong Yang

Multi-Level Representation Learning With Semantic Alignment for Referring Video Object Segmentation

Dongming Wu, Xingping Dong, Ling Shao, Jianbing Shen

Understanding 3D Object Articulation in Internet Videos

Shengyi Qian, Linyi Jin, Chris Rockwell, Siyi Chen, David F. Fouhey

Few-Shot Learning With Noisy Labels

Kevin J. Liang, Samrudhdhi B. Rangrej, Vladan Petrovic, Tal Hassner

The Wanderings of Odysseus in 3D Scenes

Yan Zhang, Siyu Tang

Learning a Structured Latent Space for Unsupervised Point Cloud Completion

Yingjie Cai, Kwan-Yee Lin, Chao Zhang, Qiang Wang, Xiaogang Wang

3DAC: Learning Attribute Compression for Point Clouds

Guangchi Fang, Qingyong Hu, Hanyun Wang, Yiling Xu, Yulan Guo

TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation

Wenqiang Zhang, Zilong Huang, Guozhong Luo, Tao Chen, Xinggang Wang

C2AM: Contrastive Learning of Class-Agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation

Jinheng Xie, Jianfeng Xiang, Junliang Chen, Xianxu Hou, Xiaodong Zhao

Non-Isotropy Regularization for Proxy-Based Deep Metric Learning

Karsten Roth, Oriol Vinyals, Zeynep Akata

Zero Experience Required: Plug & Play Modular Transfer Learning for Semantic Visual Navigation

Ziad Al-Halah, Santhosh Kumar Ramakrishnan, Kristen Grauman

Training-Free Transformer Architecture Search

Qinqin Zhou, Kekai Sheng, Xiawu Zheng, Ke Li, Xing Sun

IFOR: Iterative Flow Minimization for Robotic Object Rearrangement

Ankit Goyal, Arsalan Mousavian, Chris Paxton, Yu-Wei Chao, Brian Okorn

Multi-Modal Extreme Classification

Anshul Mittal, Kunal Dahiya, Shreya Malani, Janani Ramaswamy, Seba Kuruvilla

Unknown-Aware Object Detection: Learning What You Don't Know From Videos in the Wild

Xuefeng Du, Xin Wang, Gabriel Gozum, Yixuan Li

Stochastic Variance Reduced Ensemble Adversarial Attack for Boosting the Adversarial Transferability

Yifeng Xiong, Jiadong Lin, Min Zhang, John E. Hopcroft, Kun He

Templates for 3D Object Pose Estimation Revisited: Generalization to New Objects and Robustness to Occlusions

Van Nguyen Nguyen, Yinlin Hu, Yang Xiao, Mathieu Salzmann, Vincent Lepetit

Learning Affordance Grounding From Exocentric Images

Hongchen Luo, Wei Zhai, Jing Zhang, Yang Cao, Dacheng Tao

DeepCurrents: Learning Implicit Representations of Shapes With Boundaries

David Palmer, Dmitriy Smirnov, Stephanie Wang, Albert Chern, Justin Solomon

Towards Robust Vision Transformer

Xiaofeng Mao, Gege Qi, YueFeng Chen, Xiaodan Li, Ranjie Duan

Neural Collaborative Graph Machines for Table Structure Recognition

Hao Liu, Xin Li, Bing Liu, Deqiang Jiang, Yinsong Liu

Decoupling Zero-Shot Semantic Segmentation

Jian Ding, Nan Xue, Gui-Song Xia, Dengxin Dai

GraFormer: Graph-Oriented Transformer for 3D Pose Estimation

Weixi Zhao, Weiqiang Wang, Yunjie Tian

UniVIP: A Unified Framework for Self-Supervised Visual Pre-Training

Zhaowen Li, Yousong Zhu, Fan Yang, Wei Li, Chaoyang Zhao

GRAM: Generative Radiance Manifolds for 3D-Aware Image Generation

Yu Deng, Jiaolong Yang, Jianfeng Xiang, Xin Tong

Remember the Difference: Cross-Domain Few-Shot Semantic Segmentation via Meta-Memory Transfer

Wenjian Wang, Lijuan Duan, Yuxi Wang, Qing En, Junsong Fan

SS3D: Sparsely-Supervised 3D Object Detection From Point Cloud

Chuandong Liu, Chenqiang Gao, Fangcen Liu, Jiang Liu, Deyu Meng

Modeling Image Composition for Complex Scene Generation

Zuopeng Yang, Daqing Liu, Chaoyue Wang, jie Yang, Dacheng Tao

Industrial Style Transfer With Large-Scale Geometric Warping and Content Preservation

Jinchao Yang, Fei Guo, Shuo Chen, Jun Li, Jian Yang

Co-Domain Symmetry for Complex-Valued Deep Learning

Utkarsh Singhal, Yifei Xing, Stella X. Yu

Video Demoireing With Relation-Based Temporal Consistency

Peng Dai, Xin Yu, Lan Ma, Baoheng Zhang, Jia Li

ZZ-Net: A Universal Rotation Equivariant Architecture for 2D Point Clouds

Georg Bökman, Fredrik Kahl, Axel Flinth

Frequency-Driven Imperceptible Adversarial Attack on Semantic Similarity

Cheng Luo, Qinliang Lin, Weicheng Xie, Bizhu Wu, Jinheng Xie

PTTR: Relational 3D Point Cloud Object Tracking With Transformer

Changqing Zhou, Zhipeng Luo, Yueru Luo, Tianrui Liu, Liang Pan

PLAD: Learning To Infer Shape Programs With Pseudo-Labels and Approximate Distributions

R. Kenny Jones, Homer Walke, Daniel Ritchie

Interspace Pruning: Using Adaptive Filter Representations To Improve Training of Sparse CNNs

Paul Wimmer, Jens Mehnert, Alexandru Condurache

SimT: Handling Open-Set Noise for Domain Adaptive Semantic Segmentation

Xiaoqing Guo, Jie Liu, Tongliang Liu, Yixuan Yuan

LAVT: Language-Aware Vision Transformer for Referring Image Segmentation

Zhao Yang, Jiaqi Wang, Yansong Tang, Kai Chen, Hengshuang Zhao

The Devil Is in the Labels: Noisy Label Correction for Robust Scene Graph Generation

Lin Li, Long Chen, Yifeng Huang, Zhimeng Zhang, Songyang Zhang

ADAS: A Direct Adaptation Strategy for Multi-Target Domain Adaptive Semantic Segmentation

Seunghun Lee, Wonhyeok Choi, Changjae Kim, Minwoo Choi, Sunghoon Im

Learning Second Order Local Anomaly for General Face Forgery Detection

Jianwei Fei, Yunshu Dai, Peipeng Yu, Tianrun Shen, Zhihua Xia

Selective-Supervised Contrastive Learning With Noisy Labels

Shikun Li, Xiaobo Xia, Shiming Ge, Tongliang Liu

Knowledge-Driven Self-Supervised Representation Learning for Facial Action Unit Recognition

Yanan Chang, Shangfei Wang

What Matters for Meta-Learning Vision Regression Tasks?

Ning Gao, Hanna Ziesche, Ngo Anh Vien, Michael Volpp, Gerhard Neumann

Plenoxels: Radiance Fields Without Neural Networks

Sara Fridovich-Keil, Alex Yu, Matthew Tancik, Qinhong Chen, Benjamin Recht

Revisiting the Transferability of Supervised Pretraining: An MLP Perspective

Yizhou Wang, SHIXIANG TANG, Feng Zhu, LEI BAI, Rui Zhao

Estimating Structural Disparities for Face Models

Shervin Ardeshir, Cristina Segalin, Nathan Kallus

PNP: Robust Learning From Noisy Labels by Probabilistic Noise Prediction

Zeren Sun, Fumin Shen, Dan Huang, Qiong Wang, Xiangbo Shu

InOut: Diverse Image Outpainting via GAN Inversion

Yen-Chi Cheng, Chieh Hubert Lin, Hsin-Ying Lee, Jian Ren, Sergey Tulyakov

GIRAFFE HD: A High-Resolution 3D-Aware Generative Model

Yang Xue, Yuheng Li, Krishna Kumar Singh, Yong Jae Lee

Sparse Fuse Dense: Towards High Quality 3D Detection With Depth Completion

Xiaopei Wu, Liang Peng, Honghui Yang, Liang Xie, Chenxi Huang

MixFormer: End-to-End Tracking With Iterative Mixed Attention

Yutao Cui, Cheng Jiang, Limin Wang, Gangshan Wu

Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation From Monocular Video

Wen-Li Wei, Jen-Chun Lin, Tyng-luh Liu, Hong-Yuan Mark Liao

3PSDF: Three-Pole Signed Distance Function for Learning Surfaces With Arbitrary Topologies

Weikai Chen, Cheng Lin, Weiyang Li, Bo Yang

Learning To Listen: Modeling Non-Deterministic Dyadic Facial Motion

Evonne Ng, Hanbyul Joo, Liwen Hu, Hao Li, Trevor Darrell

Neural Emotion Director: Speech-Preserving Semantic Control of Facial Expressions in "In-the-Wild" Videos

Foivos Paraperas Papantoniou, Panagiotis P. Filntisis, Petros Maragos, Anastasios Roussos

MS2DG-Net: Progressive Correspondence Learning via Multiple Sparse Semantics Dynamic Graph

Luanyuan Dai, Yizhang Liu, Jiayi Ma, Lifang Wei, Taotao Lai

HDR-NeRF: High Dynamic Range Neural Radiance Fields

Xin Huang, Qi Zhang, Ying Feng, Hongdong Li, Xuan Wang

Task-Specific Inconsistency Alignment for Domain Adaptive Object Detection

Liang Zhao, Limin Wang

BoosterNet: Improving Domain Generalization of Deep Neural Nets Using Culpability-Ranked Features

Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi

Low-Resource Adaptation for Personalized Co-Speech Gesture Generation

Chaitanya Ahuja, Dong Won Lee, Louis-Philippe Morency

Weakly Supervised Temporal Sentence Grounding With Gaussian-Based Contrastive Proposal Learning

Minghang Zheng, Yanjie Huang, Qingchao Chen, Yuxin Peng, Yang Liu

SVIP: Sequence VerIfication for Procedures in Videos

Yicheng Qian, Weixin Luo, Dongze Lian, Xu Tang, Peilin Zhao

TeachAugment: Data Augmentation Optimization Using Teacher Knowledge

Teppei Suzuki

Meta Distribution Alignment for Generalizable Person Re-Identification

Hao Ni, Jingkuan Song, Xiaopeng Luo, Feng Zheng, Wen Li

Pre-Train, Self-Train, Distill: A Simple Recipe for Supersizing 3D Reconstruction

Kalyan Vasudev Alwala, Abhinav Gupta, Shubham Tulsiani

Exploring Denoised Cross-Video Contrast for Weakly-Supervised Temporal Action Localization

Jingjing Li, Tianyu Yang, Wei Ji, Jue Wang, Li Cheng

Align Representations With Base: A New Approach to Self-Supervised Learning

Shaofeng Zhang, Lyn Qiu, Feng Zhu, Junchi Yan, Hengrui Zhang

BigDatasetGAN: Synthesizing ImageNet With Pixel-Wise Annotations

Daiqing Li, huan ling, Seung Wook Kim, Karsten Kreis, Sanja Fidler

OccAM's Laser: Occlusion-Based Attribution Maps for 3D Object Detectors on LiDAR Data

David Schinagl, Georg Krispel, Horst Possegger, Peter M. Roth, Horst Bischof