CVPR

Lifelong Wandering: A realistic few-shot online continual learning setting

Mayank Lunayach, James Smith, Zsolt Kira

Comments CVPR 2022 Workshop on Continual Learning

A Large-scale Comprehensive Dataset and Copy-overlap Aware Evaluation Protocol for Segment-level Video Copy Detection

Sifeng He, Xudong Yang, Chen Jiang, Gang Liang, Wei Zhang, Tan Pan, Qing Wang, Furong Xu, Chunguang Li, Jingxiong Liu, Hui Xu, Kaiming Huang, Yuan Cheng, Feng Qian, Xiaobo Zhang, Lei Yang

Comments Accepted by CVPR 2022. Codes are all publicly available at https://github.com/alipay/VCSL

HDNet: High-resolution Dual-domain Learning for Spectral Compressive Imaging

Xiaowan Hu, Yuanhao Cai, Jing Lin, Haoqian Wang, Xin Yuan, Yulun Zhang, Radu Timofte, Luc Van Gool

Comments CVPR 2022

Masked-attention Mask Transformer for Universal Image Segmentation

Bowen Cheng, Ishan Misra, Alexander G. Schwing, Alexander Kirillov, Rohit Girdhar

Comments CVPR 2022. Project page/code/models: https://bowenc0221.github.io/mask2former

SeCGAN: Parallel Conditional Generative Adversarial Networks for Face Editing via Semantic Consistency

Jiaze Sun, Binod Bhattarai, Zhixiang Chen, Tae-Kyun Kim

Comments Accepted by AI for Content Creation (AI4CC) workshop at CVPR 2022

Pointly-Supervised Instance Segmentation

Bowen Cheng, Omkar Parkhi, Alexander Kirillov

Comments CVPR 2022, Oral. Project page: https://bowenc0221.github.io/point-sup

Towards Robust and Reproducible Active Learning Using Neural Networks

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

Comments Accepted at CVPR 2022; Improved figures and plots for better readability

PlanarRecon: Real-time 3D Plane Detection and Reconstruction from Posed Monocular Videos

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

Comments CVPR 2022. Project page: https://neu-vi.github.io/planarrecon/

Towards ML Methods for Biodiversity: A Novel Wild Bee Dataset and Evaluations of XAI Methods for ML-Assisted Rare Species Annotations

Teodor Chiaburu, Felix Biessmann, Frank Hausser

Comments 6 pages, 7 figures, 1 table submitted to CVPR 2022 All the code and the link to the dataset can be found at https://github.com/TeodorChiaburu/beexplainable

It's Time for Artistic Correspondence in Music and Video

Didac Suris, Carl Vondrick, Bryan Russell, Justin Salamon

Comments CVPR 2022

RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks

Shanghua Gao, Zhong-Yu Li, Qi Han, Ming-Ming Cheng, Liang Wang

Comments Accepted by TPAMI. This paper is a journal extension of our CVPR 2021 paper (arXiv:2101.00910)

HumanNeRF: Free-viewpoint Rendering of Moving People from Monocular Video

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

Comments CVPR 2022 (oral). Project page with videos: https://grail.cs.washington.edu/projects/humannerf/

Towards Understanding Adversarial Robustness of Optical Flow Networks

Simon Schrodi, Tonmoy Saikia, Thomas Brox

Comments CVPR 2022

RGB-Multispectral Matching: Dataset, Learning Methodology, Evaluation

Fabio Tosi, Pierluigi Zama Ramirez, Matteo Poggi, Samuele Salti, Stefano Mattoccia, Luigi Di Stefano

Comments CVPR 2022, New Orleans. Project page: https://cvlab-unibo.github.io/rgb-ms-web/

Accurate 3D Body Shape Regression using Metric and Semantic Attributes

Vasileios Choutas, Lea Muller, Chun-Hao P. Huang, Siyu Tang, Dimitrios Tzionas, Michael J. Black

Comments First two authors contributed equally

Journal ref CVPR 2022

Learning 3D Object Shape and Layout without 3D Supervision

Georgia Gkioxari, Nikhila Ravi, Justin Johnson

Comments CVPR 2022, project page: https://gkioxari.github.io/usl/

Stand-Alone Inter-Frame Attention in Video Models

Fuchen Long, Zhaofan Qiu, Yingwei Pan, Ting Yao, Jiebo Luo, Tao Mei

Comments CVPR 2022; Code is publicly available at: https://github.com/FuchenUSTC/SIFA

Comprehending and Ordering Semantics for Image Captioning

Yehao Li, Yingwei Pan, Ting Yao, Tao Mei

Comments CVPR 2022; Code is publicly available at: https://github.com/YehLi/xmodaler/tree/master/configs/image_caption/cosnet

Slimmable Domain Adaptation

Rang Meng, Weijie Chen, Shicai Yang, Jie Song, Luojun Lin, Di Xie, Shiliang Pu, Xinchao Wang, Mingli Song, Yueting Zhuang

Comments To appear in CVPR 2022. Code is coming soon: https://github.com/hikvision-research/SlimDA

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

Label Matching Semi-Supervised Object Detection

Binbin Chen, Weijie Chen, Shicai Yang, Yunyi Xuan, Jie Song, Di Xie, Shiliang Pu, Mingli Song, Yueting Zhuang

Comments To appear in CVPR 2022. Code is coming soon: https://github.com/hikvision-research/SSOD

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

Compositional Mixture Representations for Vision and Text

Stephan Alaniz, Marco Federici, Zeynep Akata

Comments Workshop on Learning with Limited Labelled Data for Image and Video Understanding (L3D-IVU), CVPR 2022

Generalized Classification of Satellite Image Time Series with Thermal Positional Encoding

Joachim Nyborg, Charlotte Pelletier, Ira Assent

Comments In proceedings of the 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops

Visual Acoustic Matching

Changan Chen, Ruohan Gao, Paul Calamia, Kristen Grauman

Comments Project page: https://vision.cs.utexas.edu/projects/visual-acoustic-matching. Accepted at CVPR 2022

CMT: Convolutional Neural Networks Meet Vision Transformers

Jianyuan Guo, Kai Han, Han Wu, Yehui Tang, Xinghao Chen, Yunhe Wang, Chang Xu

Comments Accepted in CVPR 2022

MLP-3D: A MLP-like 3D Architecture with Grouped Time Mixing

Zhaofan Qiu, Ting Yao, Chong-Wah Ngo, Tao Mei

Comments CVPR 2022; Code is publicly available at: https://github.com/ZhaofanQiu/MLP-3D

Exploring Structure-aware Transformer over Interaction Proposals for Human-Object Interaction Detection

Yong Zhang, Yingwei Pan, Ting Yao, Rui Huang, Tao Mei, Chang-Wen Chen

Comments CVPR 2022; Code is publicly available at: https://github.com/zyong812/STIP

AR-NeRF: Unsupervised Learning of Depth and Defocus Effects from Natural Images with Aperture Rendering Neural Radiance Fields

Takuhiro Kaneko

Comments Accepted to CVPR 2022. Project page: https://www.kecl.ntt.co.jp/people/kaneko.takuhiro/projects/ar-nerf/

Graph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory Prediction

Lihuan Li, Maurice Pagnucco, Yang Song

Comments This paper has been accepted by CVPR 2022. Reference: Li, L., Pagnucco, M. and Song, Y., 2022. Graph-Based Spatial Transformer With Memory Replay for Multi-Future Pedestrian Trajectory Prediction. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (pp. 2231-2241)

An Evaluation of OCR on Egocentric Data

Valentin Popescu, Dima Damen, Toby Perrett

Comments Extended Abstract, EPIC workshop at CVPR 22

Precise Affordance Annotation for Egocentric Action Video Datasets

Zecheng Yu, Yifei Huang, Ryosuke Furuta, Takuma Yagi, Yusuke Goutsu, Yoichi Sato

Comments Technical report for CVPR 2022 EPIC-Ego4D Workshop