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检索条件"任意字段=IEEE-Computer-Society Conference on Computer Vision and Pattern Recognition Workshops"
8966 条 记 录,以下是951-960 订阅
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss
EfficientViT-SAM: Accelerated Segment Anything Model Without...
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ieee computer society conference on computer vision and pattern recognition workshops (CVPRW)
作者: Zhuoyang Zhang Han Cai Song Han Tsinghua University NVIDIA MIT
We present EfficientViT-SAM, a new family of accelerated segment anything models. We retain SAM’s lightweight prompt encoder and mask decoder while replacing the heavy image encoder with EfficientViT. For the trainin... 详细信息
来源: 评论
Selective Replay Enhances Learning in Online Continual Analogical Reasoning
Selective Replay Enhances Learning in Online Continual Analo...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Hayes, Tyler L. Kanan, Christopher Rochester Inst Technol Rochester NY 14623 USA Paige Rochester NY USA Cornell Tech New York NY USA
In continual learning, a system learns from non-stationary data streams or batches without catastrophic forgetting. While this problem has been heavily studied in supervised image classification and reinforcement lear... 详细信息
来源: 评论
On the Robustness and Generalizability of Face Synthesis Detection Methods
On the Robustness and Generalizability of Face Synthesis Det...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Sabel, Johan Johansson, Fredrik Swedish Def Res Agcy FOI Stockholm Sweden
In recent years, significant progress has been made within human face synthesis. It is now possible, and easy for anyone, to generate credible high-resolution images of non-existing people. This calls for effective de... 详细信息
来源: 评论
A Bop and Beyond: A Second Order Optimizer for Binarized Neural Networks
A Bop and Beyond: A Second Order Optimizer for Binarized Neu...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Daniel Suarez-Ramirez, Cuauhtemoc Gonzalez-Mendoza, Miguel Chang, Leonardo Ochoa-Ruiz, Gilberto Alberto Duran-Vega, Mario Tecnol Monterrey Sch Engn & Sci Dept Comp Sci Monterrey NL Mexico
The optimization of Binary Neural Networks (BNNs) relies on approximating the real-valued weights with their binarized representations. Current techniques for weight-updating use the same approaches as traditional Neu... 详细信息
来源: 评论
Multi Model Ensemble for Compound Expression recognition
Multi Model Ensemble for Compound Expression Recognition
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ieee computer society conference on computer vision and pattern recognition workshops (CVPRW)
作者: Jun Yu Jichao Zhu Wangyuan Zhu Zhongpeng Cai Gongpeng Zhao Zhihong Wei Guochen Xie Zerui Zhang Qingsong Liu Jiaen Liang University of Science and Technology of China Unisound AI Technology Co. Ltd.
Compound Expression recognition (CER) plays a crucial role in interpersonal interactions. Due to the complexity of human emotional expressions, which leads to the existence of compound expressions, it is necessary to ... 详细信息
来源: 评论
Detecting and Matching Related Objects with One Proposal Multiple Predictions
Detecting and Matching Related Objects with One Proposal Mul...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Liu, Yang Hafemann, Luiz G. Jamieson, Michael Javan, Mehrsan Sportlogiq Montreal PQ Canada
Tracking players in sports videos is commonly done in a tracking-by-detection framework, first detecting players in each frame, and then performing association over time. While for some sports tracking players is suff... 详细信息
来源: 评论
A Cortically-inspired Architecture for Event-based Visual Motion Processing: From Design Principles to Real-world Applications
A Cortically-inspired Architecture for Event-based Visual Mo...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Peveri, Francesca Testa, Simone Sabatini, Silvio P. Univ Genoa Dept Informat Bioengn Robot & Syst Engn Via Opera Pia 11a Genoa Italy
We developed and tested the architecture of a bio-inspired Spiking Neural Network for motion estimation. The computation performed by the retina is emulated by the neuromorphic event-based image sensor DAVIS346 which ... 详细信息
来源: 评论
Explainable Deep Classification Models for Domain Generalization
Explainable Deep Classification Models for Domain Generaliza...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Zunino, Andrea Bargal, Sarah Adel Volpi, Riccardo Sameki, Mehrnoosh Zhang, Jianming Sclaroff, Stan Murino, Vittorio Saenko, Kate Huawei Ireland Res Ctr Dublin Ireland Boston Univ Dept Comp Sci 111 Cummington St Boston MA 02215 USA Naver Labs Europe Meylan France Microsoft Redmond WA USA Adobe Res San Jose CA USA Ist Italiano Tecnol Pattern Anal & Comp Vis Genoa Italy Univ Verona Verona Italy
Conventionally, AI models are thought to trade off explainability for lower accuracy. We develop a training strategy that not only leads to a more explainable AI system for object classification, but as a consequence,... 详细信息
来源: 评论
EVSRNet: Efficient Video Super-Resolution with Neural Architecture Search
EVSRNet: Efficient Video Super-Resolution with Neural Archit...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Liu, Shaoli Zheng, Chengjian Lu, Kaidi Gao, Si Wang, Ning Wang, Bofei Zhang, Diankai Zhang, Xiaofeng Xu, Tianyu ZTE Corp State Key Lab Mobile Network & Mobile Multimedia Shenzhen Peoples R China
With the development of convolutional neural networks (CNN), the super-resolution results of CNN-based method have far surpassed traditional method. In particular, the CNN-based single image super-resolution method ha... 详细信息
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Combining Weight Pruning and Knowledge Distillation For CNN Compression
Combining Weight Pruning and Knowledge Distillation For CNN ...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Aghli, Nima Ribeiro, Eraldo Florida Inst Technol 150 W Univ Blvd Melbourne FL 32901 USA
Complex deep convolutional neural networks such as ResNet require expensive hardware such as powerful GPUs to achieve real-time performance. This problem is critical for applications that run on low-end embedded GPU o... 详细信息
来源: 评论