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Conference on Computer Vision and Pattern Recognition · 会议 · Computer Vision

共收录 11883
2204.08817 2022-04-22 cs.CV

An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions

M. Jehanzeb Mirza, Marc Masana, Horst Possegger, Horst Bischof

Comments Accepted to CVPR Workshops - Camera Ready Version

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2204.08766 2022-04-22 cs.CV

Modeling Missing Annotations for Incremental Learning in Object Detection

Fabio Cermelli, Antonino Geraci, Dario Fontanel, Barbara Caputo

Comments Accepted in CVPR-Workshop (CLVISION) 2022

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2204.08680 2022-04-22 cs.CV

Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer

Wang Zeng, Sheng Jin, Wentao Liu, Chen Qian, Ping Luo, Wanli Ouyang, Xiaogang Wang

Comments CVPR 2022 oral

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2203.08896 2022-04-22 cs.CV

Sat-NeRF: Learning Multi-View Satellite Photogrammetry With Transient Objects and Shadow Modeling Using RPC Cameras

Roger Marí, Gabriele Facciolo, Thibaud Ehret

Comments Accepted at CVPR EarthVision Workshop 2022

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2203.04516 2022-04-22 cs.CV

Update Compression for Deep Neural Networks on the Edge

Bo Chen, Ali Bakhshi, Gustavo Batista, Brian Ng, Tat-Jun Chin

Comments CVPR 2022 Mobile AI Workshop

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2201.07989 2022-04-22 cs.CV

Self-supervised Video Representation Learning with Cascade Positive Retrieval

Cheng-En Wu, Farley Lai, Yu Hen Hu, Asim Kadav

Comments To appear in CVPR 2022 L3D-IVU Workshop

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2201.01490 2022-04-22 cs.LG cs.CL cs.CV

Debiased Learning from Naturally Imbalanced Pseudo-Labels

Xudong Wang, Zhirong Wu, Long Lian, Stella X. Yu

Comments Accepted by CVPR 2022

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2112.12130 2022-04-22 cs.CV

NICE-SLAM: Neural Implicit Scalable Encoding for SLAM

Zihan Zhu, Songyou Peng, Viktor Larsson, Weiwei Xu, Hujun Bao, Zhaopeng Cui, Martin R. Oswald, Marc Pollefeys

Comments CVPR 2022, first two authors contributed equally. Project page: https://pengsongyou.github.io/nice-slam

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2111.13445 2022-04-22 cs.CV cs.AI cs.LG

How Well Do Sparse Imagenet Models Transfer?

Eugenia Iofinova, Alexandra Peste, Mark Kurtz, Dan Alistarh

Comments Accepted to CVPR'22. This version: 25 pages, 9 figures (including appendix). **Includes extended upstream training results, which are not present in the CVPR version.**

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2109.08048 2022-04-22 cs.CV cs.AI cs.RO

Raising context awareness in motion forecasting

Hédi Ben-Younes, Éloi Zablocki, Mickaël Chen, Patrick Pérez, Matthieu Cord

Comments CVPR Workshop on Autonomous Driving - WAD 2022

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2104.06977 2022-04-22 cs.CV

Discrete Cosine Transform Network for Guided Depth Map Super-Resolution

Zixiang Zhao, Jiangshe Zhang, Shuang Xu, Zudi Lin, Hanspeter Pfister

Comments Accepted by CVPR 2022 (Oral)

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2204.09480 2022-04-21 cs.CV

GazeOnce: Real-Time Multi-Person Gaze Estimation

Mingfang Zhang, Yunfei Liu, Feng Lu

Comments Accepted to CVPR 2022

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2204.09435 2022-04-21 cs.CV astro-ph.IM cs.LG

Hephaestus: A large scale multitask dataset towards InSAR understanding

Nikolaos Ioannis Bountos, Ioannis Papoutsis, Dimitrios Michail, Andreas Karavias, Panagiotis Elias, Isaak Parcharidis

Comments This work has been accepted for publication in EARTHVISION 2022, in conjuction with the Computer Vision and Pattern Recognition (CVPR) 2022 Conference

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2204.09323 2022-04-21 cs.CV cs.LG

Self-supervised Learning for Sonar Image Classification

Alan Preciado-Grijalva, Bilal Wehbe, Miguel Bande Firvida, Matias Valdenegro-Toro

Comments 8 pages, 10 figures, with supplementary. LatinX in CV Workshop @ CVPR 2022 Camera Ready

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2204.09320 2022-04-21 cs.LG cs.CV cs.NE

SpiderNet: Hybrid Differentiable-Evolutionary Architecture Search via Train-Free Metrics

Rob Geada, Andrew Stephen McGough

Comments Published in CVPR-NAS 2022

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2204.09308 2022-04-21 cs.LG cs.CV

A Deeper Look into Aleatoric and Epistemic Uncertainty Disentanglement

Matias Valdenegro-Toro, Daniel Saromo

Comments 8 pages, 12 figures, with supplementary. LatinX in CV Workshop @ CVPR 2022 Camera Ready

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2204.09210 2022-04-21 cs.LG cs.CV

Does Interference Exist When Training a Once-For-All Network?

Jordan Shipard, Arnold Wiliem, Clinton Fookes

Comments Accepted to CVPR Embedded Vision Workshop 2022

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2204.09121 2022-04-21 cs.RO cs.CV

Importance is in your attention: agent importance prediction for autonomous driving

Christopher Hazard, Akshay Bhagat, Balarama Raju Buddharaju, Zhongtao Liu, Yunming Shao, Lu Lu, Sammy Omari, Henggang Cui

Comments Accepted at CVPR 2022 Precognition workshop

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2204.04216 2022-04-21 eess.IV cs.CV

Learning Trajectory-Aware Transformer for Video Super-Resolution

Chengxu Liu, Huan Yang, Jianlong Fu, Xueming Qian

Comments CVPR 2022 Oral

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2204.02684 2022-04-21 cs.CV

Domain-Agnostic Prior for Transfer Semantic Segmentation

Xinyue Huo, Lingxi Xie, Hengtong Hu, Wengang Zhou, Houqiang Li, Qi Tian

Comments Accepted by CVPR 2022

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2203.06691 2022-04-21 cs.CV

Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors

Naser Damer, César Augusto Fontanillo López, Meiling Fang, Noémie Spiller, Minh Vu Pham, Fadi Boutros

Comments Accepted at CVPR Workshops 2022

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2112.11377 2022-04-21 cs.CV

Shape from Polarization for Complex Scenes in the Wild

Chenyang Lei, Chenyang Qi, Jiaxin Xie, Na Fan, Vladlen Koltun, Qifeng Chen

Comments Accepted to CVPR 2022; Github link: https://github.com/ChenyangLEI/sfp-wild ;Project website: https://chenyanglei.github.io/sfpwild/index.html

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2112.08274 2022-04-21 cs.CV

Putting People in their Place: Monocular Regression of 3D People in Depth

Yu Sun, Wu Liu, Qian Bao, Yili Fu, Tao Mei, Michael J. Black

Comments CVPR 2022; Code https://github.com/Arthur151/ROMP ; Dataset https://github.com/Arthur151/Relative_Human

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2111.15513 2022-04-21 cs.CV

RADU: Ray-Aligned Depth Update Convolutions for ToF Data Denoising

Michael Schelling, Pedro Hermosilla, Timo Ropinski

Comments Accepted at CVPR 2022

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2104.00743 2022-04-21 cs.CV cs.AI cs.CL cs.LG

Towards General Purpose Vision Systems

Tanmay Gupta, Amita Kamath, Aniruddha Kembhavi, Derek Hoiem

Comments CVPR 2022 Oral; Project page: https://prior.allenai.org/projects/gpv

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2204.08954 2022-04-20 cs.LG cs.CV stat.ML

Revisiting Vicinal Risk Minimization for Partially Supervised Multi-Label Classification Under Data Scarcity

Nanqing Dong, Jiayi Wang, Irina Voiculescu

Comments Accepted by CVPR 2022 Workshop on Learning with Limited Labelled Data for Image and Video Understanding

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2204.08763 2022-04-20 cs.CV eess.IV

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

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

Comments CVPR 2022. The source code and model are available at https://github.com/happycaoyue/JSPL

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2204.08745 2022-04-20 cs.CV

Augmentation of Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models

Engin Uzun, Ahmet Anil Dursun, Erdem Akagunduz

Comments Accepted to CVPR 2022 Perception Beyond the Visible Spectrum (PBVS) Workshop

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2204.08615 2022-04-20 cs.LG cs.CR

Poisons that are learned faster are more effective

Pedro Sandoval-Segura, Vasu Singla, Liam Fowl, Jonas Geiping, Micah Goldblum, David Jacobs, Tom Goldstein

Comments 8 pages, 4 figures. Accepted to CVPR 2022 Art of Robustness Workshop

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2204.08613 2022-04-20 cs.CV

Self-Supervised Equivariant Learning for Oriented Keypoint Detection

Jongmin Lee, Byungjin Kim, Minsu Cho

Comments CVPR 2022 accepted paper, Project page: http://cvlab.postech.ac.kr/research/REKD/

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