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检索条件"任意字段=IEEE Conference on Computer Vision and Pattern Recognition Workshops"
23228 条 记 录,以下是511-520 订阅
Hot-started NAS for Task-specific Embedded Applications
Hot-started NAS for Task-specific Embedded Applications
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Hendrickx, Lotte Van Ranst, Wiebe Goedeme, Toon Katholieke Univ Leuven EAVISE PSI ESAT Jan Pieter De Nayerlaan 5 B-2860 St Katelijne Waver Belgium
Neural architecture search (NAS) has proven its worth in discovering new neural networks. Combining the possibility to satisfy multiple objectives in one search, it is especially useful for getting the most out of emb... 详细信息
来源: 评论
A Deeper Look into Aleatoric and Epistemic Uncertainty Disentanglement
A Deeper Look into Aleatoric and Epistemic Uncertainty Disen...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Valdenegro-Toro, Matias Mori, Daniel Saromo Univ Groningen Dept AI Bernoulli Inst Groningen Netherlands Pontifical Catholic Univ Peru Artificial Intelligence Res Grp San Miguel Peru
Neural networks are ubiquitous in many tasks, but trusting their predictions is an open issue. Uncertainty quantification is required for many applications, and disentangled aleatoric and epistemic uncertainties are b... 详细信息
来源: 评论
Cyclical Pruning for Sparse Neural Networks
Cyclical Pruning for Sparse Neural Networks
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Srinivas, Suraj Kuzmin, Andrey Nagel, Markus van Baalen, Mart Skliar, Andrii Blankevoort, Tijmen Idiap Res Inst Martigny Switzerland Ecole Polytech Fed Lausanne Lausanne Switzerland Qualcomm AI Res Amsterdam Netherlands
Current methods for pruning neural network weights iteratively apply magnitude-based pruning on the model weights and re-train the resulting model to recover lost accuracy. In this work, we show that such strategies d... 详细信息
来源: 评论
Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts
Toward Generalist Anomaly Detection via In-context Residual ...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Zhu, Jiawen Pang, Guansong Singapore Management Univ Sch Comp & Informat Syst Singapore Singapore
This paper explores the problem of Generalist Anomaly Detection (GAD), aiming to train one single detection model that can generalize to detect anomalies in diverse datasets from different application domains without ... 详细信息
来源: 评论
Equivariant Multi-Modality Image Fusion
Equivariant Multi-Modality Image Fusion
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Zhao, Zixiang Hai, Haowen Zhang, Jiangshe Zhang, Yulun Zhane, Kai Xu, Shuang Chen, Dongdong Timofte, Radu Van Gool, Luc Xi An Jiao Tong Univ Xian Peoples R China Swiss Fed Inst Technol Zurich Switzerland Shanghai Jiao Tong Univ Shanghai Peoples R China Nanjing Univ Nanjing Peoples R China Northwestern Polytech Univ Xian Peoples R China Heriot Watt Univ Edinburgh Midlothian Scotland Univ Wurzburg Wurzburg Germany INSAIT Sofia Bulgaria
Multi-modality image fusion is a technique that combines information from different sensors or modalities, enabling the fused image to retain complementary features from each modality, such as functional highlights an... 详细信息
来源: 评论
Multi-Class Cell Detection Using Modified Self-Attention
Multi-Class Cell Detection Using Modified Self-Attention
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Sugimoto, Tatsuhiko Ito, Hiroaki Teramoto, Yuki Yoshizawa, Akihiko Bise, Ryoma Kyushu Univ Fukuoka Japan Kyoto Univ Hosp Kyoto Japan
Multi-class cell detection (cancer or non-cancer) from a whole slide image (WSI) is an important task for pathological diagnosis. Cancer and non-cancer cells often have a similar appearance, so it is difficult even fo... 详细信息
来源: 评论
CLOVA: A Closed-LOop Visual Assistant with Tool Usage and Update
CLOVA: A Closed-LOop Visual Assistant with Tool Usage and Up...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Gao, Zhi Du, Yuntao Zhang, Xintong Ma, Xiaojian Han, Wenjuan Zhu, Song-Chun Li, Qing Peking Univ Sch Intelligence Sci & Technol Beijing Peoples R China BIGAI State Key Lab Gen Artificial Intelligence Beijing Peoples R China Beijing Jiaotong Univ Beijing Peoples R China Tsinghua Univ Dept Automat Beijing Peoples R China
Utilizing large language models (LLMs) to compose off-the-shelf visual tools represents a promising avenue of research for developing robust visual assistants capable of addressing diverse visual tasks. However, these... 详细信息
来源: 评论
CityDreamer: Compositional Generative Model of Unbounded 3D Cities
CityDreamer: Compositional Generative Model of Unbounded 3D ...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Xie, Haozhe Chen, Zhaoxi Hong, Fangzhou Liu, Ziwei Nanyang Technol Univ S Lab Singapore Singapore
3D city generation is a desirable yet challenging task, since humans are more sensitive to structural distortions in urban environments. Additionally, generating 3D cities is more complex than 3D natural scenes since ... 详细信息
来源: 评论
Composing Object Relations and Attributes for Image-Text Matching
Composing Object Relations and Attributes for Image-Text Mat...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Pham, Khoi Huynh, Chuong Lim, Ser-Nam Shrivastava, Abhinav Univ Maryland College Pk MD 20742 USA Univ Cent Florida Orlando FL 32816 USA
We study the visual semantic embedding problem for image-text matching. Most existing work utilizes a tailored cross-attention mechanism to perform local alignment across the two image and text modalities. This is com... 详细信息
来源: 评论
Holo-Relighting: Controllable Volumetric Portrait Relighting from a Single Image
Holo-Relighting: Controllable Volumetric Portrait Relighting...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Mei, Yiqun Zeng, Yu Zhang, He Shu, Zhixin Zhang, Xuaner Bi, Sai Zhang, Jianming Jung, HyunJoon Patel, Vishal M. Johns Hopkins Univ Baltimore MD 21218 USA Adobe Inc San Jose CA USA
At the core of portrait photography is the search for ideal lighting and viewpoint. The process often requires advanced knowledge in photography and an elaborate studio setup. In this work, we propose Holo-Relighting,... 详细信息
来源: 评论