CVPR

Video-ReTime: Learning Temporally Varying Speediness for Time Remapping

Simon Jenni, Markus Woodson, Fabian Caba Heilbron

Comments Accepted at the AI for Content Creation (AICC) workshop at CVPR 2022

Scene Consistency Representation Learning for Video Scene Segmentation

Haoqian Wu, Keyu Chen, Yanan Luo, Ruizhi Qiao, Bo Ren, Haozhe Liu, Weicheng Xie, Linlin Shen

Comments Accepted to CVPR 2022

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition CVPR 2022

Spatial-Temporal Space Hand-in-Hand: Spatial-Temporal Video Super-Resolution via Cycle-Projected Mutual Learning

Mengshun Hu, Kui Jiang, Liang Liao, Jing Xiao, Junjun Jiang, Zheng Wang

Comments 10 pages, 8 figures

Journal ref 2022 CVPR

Few-Shot Image Classification Benchmarks are Too Far From Reality: Build Back Better with Semantic Task Sampling

Etienne Bennequin, Myriam Tami, Antoine Toubhans, Celine Hudelot

Comments CVPR 2022 Workshop on Vision Datasets Understanding

Automatic Synthesis of Diverse Weak Supervision Sources for Behavior Analysis

Albert Tseng, Jennifer J. Sun, Yisong Yue

Comments 8 pages, to appear at CVPR 2022

NeRF-Editing: Geometry Editing of Neural Radiance Fields

Yu-Jie Yuan, Yang-Tian Sun, Yu-Kun Lai, Yuewen Ma, Rongfei Jia, Lin Gao

Comments Accepted by CVPR 2022

A Closer Look at Blind Super-Resolution: Degradation Models, Baselines, and Performance Upper Bounds

Wenlong Zhang, Guangyuan Shi, Yihao Liu, Chao Dong, Xiao-Ming Wu

Comments Accepted by CVPR Workshop, NTIRE 2022

Image2Gif: Generating Continuous Realistic Animations with Warping NODEs

Jurijs Nazarovs, Zhichun Huang

Comments AI for Content Creation Workshop, CVPR 2022

Cross-Image Relational Knowledge Distillation for Semantic Segmentation

Chuanguang Yang, Helong Zhou, Zhulin An, Xue Jiang, Yongjun Xu, Qian Zhang

Comments Accepted by CVPR-2022

End-to-end Generative Pretraining for Multimodal Video Captioning

Paul Hongsuck Seo, Arsha Nagrani, Anurag Arnab, Cordelia Schmid

Journal ref Proceedings of Conference on Computer Vision and Pattern Recognition (CVPR) 2022

Learning Neural Light Fields with Ray-Space Embedding Networks

Benjamin Attal, Jia-Bin Huang, Michael Zollhoefer, Johannes Kopf, Changil Kim

Comments CVPR 2022 camera ready revision. Major changes include: 1. Additional comparison to NeX on Stanford, RealFF, Shiny datasets 2. Experiment on 360 degree lego bulldozer scene in the appendix, using Pluecker parameterization 3. Moving student-teacher results to the appendix 4. Clarity edits -- in particular, making it clear that our Stanford evaluation *does not* use subdivision

TubeR: Tubelet Transformer for Video Action Detection

Jiaojiao Zhao, Yanyi Zhang, Xinyu Li, Hao Chen, Shuai Bing, Mingze Xu, Chunhui Liu, Kaustav Kundu, Yuanjun Xiong, Davide Modolo, Ivan Marsic, Cees G. M. Snoek, Joseph Tighe

Comments Accepted at CVPR 2022 (Oral)

Online Unsupervised Domain Adaptation for Person Re-identification

Hamza Rami, Matthieu Ospici, Stéphane Lathuilière

Comments To appear in the IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPR-W) on Continual Learning in Computer Vision (CLVision) 2022

Panoptic Neural Fields: A Semantic Object-Aware Neural Scene Representation

Abhijit Kundu, Kyle Genova, Xiaoqi Yin, Alireza Fathi, Caroline Pantofaru, Leonidas Guibas, Andrea Tagliasacchi, Frank Dellaert, Thomas Funkhouser

Comments CVPR 2022 paper. See project page at https://abhijitkundu.info/projects/pnf

NeuralHDHair: Automatic High-fidelity Hair Modeling from a Single Image Using Implicit Neural Representations

Keyu Wu, Yifan Ye, Lingchen Yang, Hongbo Fu, Kun Zhou, Youyi Zheng

Comments Accepted by IEEE CVPR 2022

ResSFL: A Resistance Transfer Framework for Defending Model Inversion Attack in Split Federated Learning

Jingtao Li, Adnan Siraj Rakin, Xing Chen, Zhezhi He, Deliang Fan, Chaitali Chakrabarti

Comments Accepted to CVPR 2022

On Conditioning the Input Noise for Controlled Image Generation with Diffusion Models

Vedant Singh, Surgan Jandial, Ayush Chopra, Siddharth Ramesh, Balaji Krishnamurthy, Vineeth N. Balasubramanian

Comments Accepted at the workshop on AI for Content Creation at CVPR 2022

Transformer Tracking with Cyclic Shifting Window Attention

Zikai Song, Junqing Yu, Yi-Ping Phoebe Chen, Wei Yang

Comments CVPR 2022 paper

Non-parametric Depth Distribution Modelling based Depth Inference for Multi-view Stereo

Jiayu Yang, Jose M. Alvarez, Miaomiao Liu

Comments CVPR 2022

Recurrent Dynamic Embedding for Video Object Segmentation

Mingxing Li, Li Hu, Zhiwei Xiong, Bang Zhang, Pan Pan, Dong Liu

Comments Accepted by CVPR 2022

GenISP: Neural ISP for Low-Light Machine Cognition

Igor Morawski, Yu-An Chen, Yu-Sheng Lin, Shusil Dangi, Kai He, Winston H. Hsu

Comments Accepted to CVPR 2022 Workshop NTIRE: New Trends in Image Restoration and Enhancement workshop and Challenges

Bandits for Structure Perturbation-based Black-box Attacks to Graph Neural Networks with Theoretical Guarantees

Binghui Wang, Youqi Li, Pan Zhou

Comments Accepted by CVPR 2022 Oral presentation

OMG: Observe Multiple Granularities for Natural Language-Based Vehicle Retrieval

Yunhao Du, Binyu Zhang, Xiangning Ruan, Fei Su, Zhicheng Zhao, Hong Chen

Comments CVPR 2022 Workshop

Fingerprinting Deep Neural Networks Globally via Universal Adversarial Perturbations

Zirui Peng, Shaofeng Li, Guoxing Chen, Cheng Zhang, Haojin Zhu, Minhui Xue

Comments Accepted to CVPR 2022 (Oral Presentation)

Salvage of Supervision in Weakly Supervised Object Detection

Lin Sui, Chen-Lin Zhang, Jianxin Wu

Comments accepted by CVPR 2022

Prompt Distribution Learning

Yuning Lu, Jianzhuang Liu, Yonggang Zhang, Yajing Liu, Xinmei Tian

Comments Accepted by CVPR 2022

Scene Graph Expansion for Semantics-Guided Image Outpainting

Chiao-An Yang, Cheng-Yo Tan, Wan-Cyuan Fan, Cheng-Fu Yang, Meng-Lin Wu, Yu-Chiang Frank Wang

Comments CVPR 2022

Generating Representative Samples for Few-Shot Classification

Jingyi Xu, Hieu Le

Comments CVPR 2022

MPAF: Model Poisoning Attacks to Federated Learning based on Fake Clients

Xiaoyu Cao, Neil Zhenqiang Gong

Comments In CVPR Workshops, 2022

Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values

Ahmed Imtiaz Humayun, Randall Balestriero, Richard Baraniuk

Comments 20 pages, 16 figures, CVPR 2022 Oral, Camera Ready