CVPR

Anomaly Detection via Reverse Distillation from One-Class Embedding

Hanqiu Deng, Xingyu Li

Comments 10 pages, 7 figures

Journal ref CVPR 2022

Ranking Distance Calibration for Cross-Domain Few-Shot Learning

Pan Li, Shaogang Gong, Chengjie Wang, Yanwei Fu

Comments Accepted at CVPR 2022

The Neurally-Guided Shape Parser: Grammar-based Labeling of 3D Shape Regions with Approximate Inference

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

Comments CVPR 2022; https://github.com/rkjones4/NGSP

PLAD: Learning to Infer Shape Programs with Pseudo-Labels and Approximate Distributions

R. Kenny Jones, Homer Walke, Daniel Ritchie

Comments CVPR 2022; https://github.com/rkjones4/PLAD

ϕ-SfT: Shape-from-Template with a Physics-Based Deformation Model

Navami Kairanda, Edith Tretschk, Mohamed Elgharib, Christian Theobalt, Vladislav Golyanik

Comments 11 pages, 8 figures and one table; Computer Vision and Pattern Recognition (CVPR) 2022

Dataset Distillation by Matching Training Trajectories

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

Comments CVPR 2022 website: https://georgecazenavette.github.io/mtt-distillation/ code: https://github.com/GeorgeCazenavette/mtt-distillation

Meta-attention for ViT-backed Continual Learning

Mengqi Xue, Haofei Zhang, Jie Song, Mingli Song

Comments Accepted by CVPR 2022

Look for the Change: Learning Object States and State-Modifying Actions from Untrimmed Web Videos

Tomáš Souček, Jean-Baptiste Alayrac, Antoine Miech, Ivan Laptev, Josef Sivic

Comments To be published in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022

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

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

Comments This paper was accepted by CVPR 2022

Hyperbolic Vision Transformers: Combining Improvements in Metric Learning

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

Comments CVPR 2022

SimAN: Exploring Self-Supervised Representation Learning of Scene Text via Similarity-Aware Normalization

Canjie Luo, Lianwen Jin, Jingdong Chen

Comments Accepted to appear in CVPR 2022

Bi-directional Object-context Prioritization Learning for Saliency Ranking

Xin Tian, Ke Xu, Xin Yang, Lin Du, Baocai Yin, Rynson W. H. Lau

Comments Accepted to CVPR 2022

Shape-invariant 3D Adversarial Point Clouds

Qidong Huang, Xiaoyi Dong, Dongdong Chen, Hang Zhou, Weiming Zhang, Nenghai Yu

Comments Accepted at CVPR 2022

Colar: Effective and Efficient Online Action Detection by Consulting Exemplars

Le Yang, Junwei Han, Dingwen Zhang

Comments CVPR 2022

ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification

Fengbei Liu, Yu Tian, Yuanhong Chen, Yuyuan Liu, Vasileios Belagiannis, Gustavo Carneiro

Comments CVPR 2022

Federated Class-Incremental Learning

Jiahua Dong, Lixu Wang, Zhen Fang, Gan Sun, Shichao Xu, Xiao Wang, Qi Zhu

Comments CVPR 2022, the first two authors contribute equally and they are ordered alphabetically

Global Matching with Overlapping Attention for Optical Flow Estimation

Shiyu Zhao, Long Zhao, Zhixing Zhang, Enyu Zhou, Dimitris Metaxas

Comments Accepted to CVPR 2022 (with additional figures)

NeRFusion: Fusing Radiance Fields for Large-Scale Scene Reconstruction

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

Comments CVPR 2022

Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression

Xiaosu Zhu, Jingkuan Song, Lianli Gao, Feng Zheng, Heng Tao Shen

Comments Accepted to CVPR 2022

Journal ref IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022

TVConv: Efficient Translation Variant Convolution for Layout-aware Visual Processing

Jierun Chen, Tianlang He, Weipeng Zhuo, Li Ma, Sangtae Ha, S. -H. Gary Chan

Comments Accepted to CVPR 2022

Point Density-Aware Voxels for LiDAR 3D Object Detection

Jordan S. K. Hu, Tianshu Kuai, Steven L. Waslander

Comments Accepted in CVPR 2022

Learning to Prompt for Continual Learning

Zifeng Wang, Zizhao Zhang, Chen-Yu Lee, Han Zhang, Ruoxi Sun, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer Dy, Tomas Pfister

Comments Published at CVPR 2022 as a conference paper

Transforming Model Prediction for Tracking

Christoph Mayer, Martin Danelljan, Goutam Bhat, Matthieu Paul, Danda Pani Paudel, Fisher Yu, Luc Van Gool

Comments Accepted at CVPR 2022. The code and trained models are available at https://github.com/visionml/pytracking

DiffPoseNet: Direct Differentiable Camera Pose Estimation

Chethan M. Parameshwara, Gokul Hari, Cornelia Fermüller, Nitin J. Sanket, Yiannis Aloimonos

Comments 10 pages, 5 figures, Accepted to CVPR 2022

RGB-Depth Fusion GAN for Indoor Depth Completion

Haowen Wang, Mingyuan Wang, Zhengping Che, Zhiyuan Xu, Xiuquan Qiao, Mengshi Qi, Feifei Feng, Jian Tang

Comments CVPR 2022

ViM: Out-Of-Distribution with Virtual-logit Matching

Haoqi Wang, Zhizhong Li, Litong Feng, Wayne Zhang

Comments CVPR 2022

Delving into the Estimation Shift of Batch Normalization in a Network

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

Comments Accepted to CVPR 2022. The Code is available at: https://github.com/huangleiBuaa/XBNBlock

Depth Estimation by Combining Binocular Stereo and Monocular Structured-Light

Yuhua Xu, Xiaoli Yang, Yushan Yu, Wei Jia, Zhaobi Chu, Yulan Guo

Comments CVPR 2022

Portrait Eyeglasses and Shadow Removal by Leveraging 3D Synthetic Data

Junfeng Lyu, Zhibo Wang, Feng Xu

Comments Accepted by CVPR 2022

DirecFormer: A Directed Attention in Transformer Approach to Robust Action Recognition

Thanh-Dat Truong, Quoc-Huy Bui, Chi Nhan Duong, Han-Seok Seo, Son Lam Phung, Xin Li, Khoa Luu

Comments Accepted to CVPR 2022