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检索条件"任意字段=2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2024"
4655 条 记 录,以下是691-700 订阅
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Delving into High-Quality Synthetic Face Occlusion Segmentation Datasets
Delving into High-Quality Synthetic Face Occlusion Segmentat...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Voo, Kenny T. R. Jiang, Liming Loy, Chen Change Nanyang Technol Univ S Lab Singapore Singapore
This paper performs comprehensive analysis on datasets for occlusion-aware face segmentation, a task that is crucial for many downstream applications. The collection and annotation of such datasets are time-consuming ... 详细信息
来源: 评论
Learned Low Bitrate Video Compression with Space-Time Super-Resolution
Learned Low Bitrate Video Compression with Space-Time Super-...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Yang, Jiayu Yang, Chunhui Xiong, Fei Wang, Feng Wang, Ronggang Peking Univ Shenzhen Grad Sch Shenzhen Peoples R China
This paper presents a learned low bitrate video compression framework that consists of pre-processing, compression and post-processing. In pre-processing stage, the source videos are optionally reduced to low-resoluti... 详细信息
来源: 评论
AuxMix: Semi-Supervised Learning with Unconstrained Unlabeled Data
AuxMix: Semi-Supervised Learning with Unconstrained Unlabele...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Banitalebi-Dehkordi, Amin Gujjar, Pratik Zhang, Yong Huawei Technol Canada Co Ltd Vancouver BC Canada
Semi-supervised learning (SSL) has seen great strides when labeled data is scarce but unlabeled data is abundant. Critically, most recent work assume that such unlabeled data is drawn from the same distribution as the... 详细信息
来源: 评论
Embodied Multi-Modal Agent trained by an LLM from a Parallel TextWorld
Embodied Multi-Modal Agent trained by an LLM from a Parallel...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Yang, Yijun Zhou, Tianyi Li, Kanxue Tao, Dapeng Li, Lusong Shen, Li He, Xiaodong Jiang, Jing Shi, Yuhui Southern Univ Sci & Technol Shenzhen Peoples R China Univ Maryland College Pk MD 20742 USA Yunnan Univ Kunming Yunnan Peoples R China JD Explore Acad Beijing Peoples R China Univ Technol Sydney Sydney NSW Australia
While large language models (LLMs) excel in a simulated world of texts, they struggle to interact with the more realistic world without perceptions of other modalities such as visual or audio signals. Although vision-... 详细信息
来源: 评论
Sea Situational Awareness (SeaSAw) Dataset
Sea Situational Awareness (SeaSAw) Dataset
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Kaur, Parneet Aziz, Arslan Jain, Darshan Patel, Harshil Hirokawa, Jonathan Townsend, Lachlan Reimers, Christoph Hua, Fiona
Vessels move 90% of international cargo by volume, with the marine economy contributing to 5.1% of global GDP. As one of the oldest industries, the marine industry has yet to embrace innovations in modern technology t... 详细信息
来源: 评论
Ice hockey player identification via transformers and weakly supervised learning
Ice hockey player identification via transformers and weakly...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Vats, Kanav McNally, William Walters, Pascale Clausi, David A. Zelek, John S. Univ Waterloo Syst Design Engn Waterloo ON Canada Stathletes Inc St Catharines ON Canada
Identifying players in video is a foundational step in computer vision-based sports analytics. Obtaining player identities is essential for analyzing the game and is used in downstream tasks such as game event recogni... 详细信息
来源: 评论
Less is More: Proxy Datasets in NAS approaches
Less is More: Proxy Datasets in NAS approaches
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Moser, Brian Raue, Federico Hees, Joern Dengel, Andreas German Res Ctr Artificial Intelligence DFKI Darmstadt Germany TU Kaiserslautern Kaiserslautern Germany
Neural Architecture Search (NAS) defines the design of Neural Networks as a search problem. Unfortunately, NAS is computationally intensive because of various possibilities depending on the number of elements in the d... 详细信息
来源: 评论
vision Transformers with Mixed-Resolution Tokenization
Vision Transformers with Mixed-Resolution Tokenization
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2023 ieee/cvf conference on computer vision and pattern recognition workshops, cvprw 2023
作者: Ronen, Tomer Levy, Omer Golbert, Avram Tel Aviv University Israel Google Research
vision Transformer models process input images by dividing them into a spatially regular grid of equal-size patches. Conversely, Transformers were originally introduced over natural language sequences, where each toke... 详细信息
来源: 评论
MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating vision-Language Transformer
MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Cao, Jianjian Ye, Peng Li, Shengze Yu, Chong Tang, Yansong Lu, Jiwen Chen, Tao Fudan Univ Sch Informat Sci & Technol Shanghai Peoples R China Fudan Univ Acad Engn & Technol Shanghai Peoples R China Tsinghua Univ Tsinghua Shenzhen Int Grad Sch Beijing Peoples R China Tsinghua Univ Dept Automat Beijing Peoples R China
vision-Language Transformers (VLTs) have shown great success recently, but are meanwhile accompanied by heavy computation costs, where a major reason can be attributed to the large number of visual and language tokens... 详细信息
来源: 评论
SPIN: Simplifying Polar Invariance for Neural networks Application to vision-based irradiance forecasting
SPIN: Simplifying Polar Invariance for Neural networks Appli...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Paletta, Quentin Hu, Anthony Arbod, Guillaume Blanc, Philippe Lasenby, Joan Univ Cambridge Cambridge England ENGIE Lab CRIGEN Stains France MINES ParisTech Paris France
Translational invariance induced by pooling operations is an inherent property of convolutional neural networks, which facilitates numerous computer vision tasks such as classification. Yet to leverage rotational inva... 详细信息
来源: 评论