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检索条件"任意字段=2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020"
11281 条 记 录,以下是531-540 订阅
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Plateau-reduced Differentiable Path Tracing
Plateau-reduced Differentiable Path Tracing
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ieee/cvf conference on computer vision and pattern recognition (cvpr)
作者: Fischer, Michael Ritschel, Tobias UCL London England
Current differentiable renderers provide light transport gradients with respect to arbitrary scene parameters. However, the mere existence of these gradients does not guarantee useful update steps in an optimization. ... 详细信息
来源: 评论
Adaptive Channel Sparsity for Federated Learning under System Heterogeneity
Adaptive Channel Sparsity for Federated Learning under Syste...
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ieee/cvf conference on computer vision and pattern recognition (cvpr)
作者: Liao, Dongping Gao, Xitong Zhao, Yiren Xu, Chengzhong Univ Macau State Key Lab IoTSC CIS Dept Taipa Macau Peoples R China Chinese Acad Sci Shenzhen Inst Adv Technol Shenzhen Peoples R China Imperial Coll London London England
Owing to the non-i.i.d. nature of client data, channel neurons in federated-learned models may specialize to distinct features for different clients. Yet, existing channel-sparse federated learning (FL) algorithms pre... 详细信息
来源: 评论
Recurrent Homography Estimation Using Homography-Guided Image Warping and Focus Transformer
Recurrent Homography Estimation Using Homography-Guided Imag...
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ieee/cvf conference on computer vision and pattern recognition (cvpr)
作者: Cao, Si-Yuan Zhang, Runmin Luo, Lun Yu, Beinan Sheng, Zehua Li, Junwei Shen, Hui-Liang Zhejiang Univ Ningbo Innovat Ctr Hangzhou Peoples R China Zhejiang Univ Coll Informat Sci & Elect Engn Hangzhou Peoples R China
We propose the Recurrent homography estimation framework using Homography-guided image Warping and Focus transformer (FocusFormer), named RHWF. Both being appropriately absorbed into the recurrent framework, the homog... 详细信息
来源: 评论
GRAFIQS: Face Image Quality Assessment Using Gradient Magnitudes
GRAFIQS: Face Image Quality Assessment Using Gradient Magnit...
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ieee/cvf conference on computer vision and pattern recognition (cvpr)
作者: Kolf, Jan Niklas Damer, Naser Boutros, Fadi Fraunhofer Inst Comp Graph Res IGD Darmstadt Germany Tech Univ Darmstadt Darmstadt Germany
Face Image Quality Assessment (FIQA) estimates the utility of face images for automated face recognition (FR) systems. We propose in this work a novel approach to assess the quality of face images based on inspecting ... 详细信息
来源: 评论
Texts as Images in Prompt Tuning for Multi-Label Image recognition
Texts as Images in Prompt Tuning for Multi-Label Image Recog...
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ieee/cvf conference on computer vision and pattern recognition (cvpr)
作者: Guo, Zixian Dong, Bowen Ji, Zhilong Bai, Jinfeng Guo, Yiwen Zuo, Wangmeng Harbin Inst Technol Harbin Peoples R China Tomorrow Adv Life Beijing Peoples R China Pazhou Lab Guangzhou Peoples R China
Prompt tuning has been employed as an efficient way to adapt large vision-language pre-trained models (e.g. CLIP) to various downstream tasks in data-limited or label-limited settings. Nonetheless, visual data (e.g., ... 详细信息
来源: 评论
Multiclass Confidence and Localization Calibration for Object Detection
Multiclass Confidence and Localization Calibration for Objec...
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ieee/cvf conference on computer vision and pattern recognition (cvpr)
作者: Pathiraja, Bimsara Gunawardhana, Malitha Khan, Muhammad Haris Mohamed Bin Zayed Univ Artificial Intelligence Abu Dhabi U Arab Emirates
Albeit achieving high predictive accuracy across many challenging computer vision problems, recent studies suggest that deep neural networks (DNNs) tend to make overconfident predictions, rendering them poorly calibra... 详细信息
来源: 评论
Coarse or Fine? Recognising Action End States without Labels
Coarse or Fine? Recognising Action End States without Labels
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ieee/cvf conference on computer vision and pattern recognition (cvpr)
作者: Moltisanti, Davide Bilen, Hakan Sevilla-Lara, Laura Keller, Frank Univ Bath Bath Avon England Univ Edinburgh Edinburgh Midlothian Scotland
We focus on the problem of recognising the end state of an action in an image, which is critical for understanding what action is performed and in which manner. We study this focusing on the task of predicting the coa... 详细信息
来源: 评论
Visual Programming: Compositional visual reasoning without training
Visual Programming: Compositional visual reasoning without t...
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ieee/cvf conference on computer vision and pattern recognition (cvpr)
作者: Gupta, Tanmay Kembhavi, Aniruddha PRIOR Allen Inst AI Seattle WA 98103 USA
We present VISPROG, a neuro-symbolic approach to solving complex and compositional visual tasks given natural language instructions. VISPROG avoids the need for any task-specific training. Instead, it uses the in-cont... 详细信息
来源: 评论
FairCLIP: Harnessing Fairness in vision-Language Learning
FairCLIP: Harnessing Fairness in Vision-Language Learning
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ieee/cvf conference on computer vision and pattern recognition (cvpr)
作者: Luol, Yan Shil, Min Khan, Muhammad Osama Afzal, Muhammad Muneeb Huang, Hao Yuan, Shuaihang Tian, Yu Song, Luo Kouhana, Ava Elze, Tobias Fang, Yi Wang, Mengyu Harvard Univ Harvard Ophthalmol AI Lab Cambridge MA 02138 USA NYU Tandon Sch Engn New York NY USA New York Univ Abu Dhabi Multimedia & Visual Comp Lab Abu Dhabi U Arab Emirates
Fairness is a critical concern in deep learning, especially in healthcare, where these models influence diagnoses and treatment decisions. Although fairness has been investigated in the vision-only domain, the fairnes... 详细信息
来源: 评论
A Dual-Mode Approach for vision-Based Navigation in a Lunar Landing Scenario
A Dual-Mode Approach for Vision-Based Navigation in a Lunar ...
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ieee/cvf conference on computer vision and pattern recognition (cvpr)
作者: Ostrogovich, Luca Del Prete, Roberto Tomasicchio, Giuseppe Longepe, Nicolas Renga, Alfredo Univ Naples Federico II Dept Ind Engn Naples Italy Telespazio SRL Rome Italy ESA ESRIN Lab Frascati Italy
In this research, a novel approach for autonomous spacecraft navigation, particularly in lunar contexts, is presented, focusing on vision-based techniques. The system incorporates lunar crater recognition in conjuncti... 详细信息
来源: 评论