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检索条件"任意字段=2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009"
20950 条 记 录,以下是981-990 订阅
排序:
Making vision Transformers Efficient from A Token Sparsification View
Making Vision Transformers Efficient from A Token Sparsifica...
收藏 引用
ieee/CVF conference on computer vision and pattern recognition (cvpr)
作者: Chang, Shuning Wang, Pichao Lin, Ming Wang, Fan Zhang, David Junhao Jin, Rong Shou, Mike Zheng Natl Univ Singapore Show Lab Singapore Singapore Alibaba Grp Hangzhou Peoples R China
The quadratic computational complexity to the number of tokens limits the practical applications of vision Transformers (ViTs). Several works propose to prune redundant tokens to achieve efficient ViTs. However, these... 详细信息
来源: 评论
Generating Features with Increased Crop-related Diversity for Few-Shot Object Detection
Generating Features with Increased Crop-related Diversity fo...
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ieee/CVF conference on computer vision and pattern recognition (cvpr)
作者: Xu, Jingyi Le, Hieu Samaras, Dimitris SUNY Stony Brook Stony Brook NY 11794 USA Ecole Polytech Fed Lausanne Lausanne Switzerland
Two-stage object detectors generate object proposals and classify them to detect objects in images. These proposals often do not contain the objects perfectly but overlap with them in many possible ways, exhibiting gr... 详细信息
来源: 评论
DynamicDet: A Unified Dynamic Architecture for Object Detection
DynamicDet: A Unified Dynamic Architecture for Object Detect...
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ieee/CVF conference on computer vision and pattern recognition (cvpr)
作者: Lin, Zhihao Wang, Yongtao Zhang, Jinhe Chu, Xiaojie Peking Univ Wangxuan Inst Comp Technol Beijing Peoples R China
Dynamic neural network is an emerging research topic in deep learning. With adaptive inference, dynamic models can achieve remarkable accuracy and computational efficiency. However, it is challenging to design a power... 详细信息
来源: 评论
Layout-based Causal Inference for Object Navigation
Layout-based Causal Inference for Object Navigation
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ieee/CVF conference on computer vision and pattern recognition (cvpr)
作者: Zhang, Sixian Song, Xinhang Li, Weijie Bai, Yubing Yu, Xinyao Jiang, Shuqiang Chinese Acad Sci Inst Comp Technol Key Lab Intelligent Informat Proc Lab Beijing Peoples R China Univ Chinese Acad Sci Beijing Peoples R China
Previous works for ObjectNav task attempt to learn the association (e.g. relation graph) between the visual inputs and the goal during training. Such association contains the prior knowledge of navigating in training ... 详细信息
来源: 评论
Weak-shot Object Detection through Mutual Knowledge Transfer
Weak-shot Object Detection through Mutual Knowledge Transfer
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ieee/CVF conference on computer vision and pattern recognition (cvpr)
作者: Du, Xuanyi Wan, Weitao Sun, Chong Li, Chen WeChat Hong Kong Peoples R China Tencent Shenzhen Peoples R China
Weak-shot Object Detection methods exploit a fully-annotated source dataset to facilitate the detection performance on the target dataset which only contains image-level labels for novel categories. To bridge the gap ... 详细信息
来源: 评论
Raw Image Reconstruction with Learned Compact Metadata
Raw Image Reconstruction with Learned Compact Metadata
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ieee/CVF conference on computer vision and pattern recognition (cvpr)
作者: Wang, Yufei Yu, Yi Yang, Wenhan Guo, Lanqing Chau, Lap-Pui Kot, Alex C. Wen, Bihan Nanyang Technol Univ Singapore Singapore Peng Cheng Lab Shenzhen Peoples R China Hong Kong Polytech Univ Hong Kong Peoples R China
While raw images exhibit advantages over sRGB images (e.g., linearity and fine-grained quantization level), they are not widely used by common users due to the large storage requirements. Very recent works propose to ... 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
Correspondence Transformers with Asymmetric Feature Learning and Matching Flow Super-Resolution
Correspondence Transformers with Asymmetric Feature Learning...
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ieee/CVF conference on computer vision and pattern recognition (cvpr)
作者: Sun, Yixuan Zhao, Dongyang Yin, Zhangyue Huang, Yiwen Gui, Tao Zhang, Wenqiang Ge, Weifeng Fudan Univ Acad Engn & Technol Shanghai Peoples R China Fudan Univ Sch Comp Sci Shanghai Peoples R China
This paper solves the problem of learning dense visual correspondences between different object instances of the same category with only sparse annotations. We decompose this pixel-level semantic matching problem into... 详细信息
来源: 评论
Video Dehazing via a Multi-Range Temporal Alignment Network with Physical Prior
Video Dehazing via a Multi-Range Temporal Alignment Network ...
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ieee/CVF conference on computer vision and pattern recognition (cvpr)
作者: Xu, Jiaqi Hu, Xiaowei Zhu, Lei Dou, Qi Dai, Jifeng Qiao, Yu Heng, Pheng-Ann Chinese Univ Hong Kong Hong Kong Peoples R China Shanghai Artificial Intelligence Lab Shanghai Peoples R China Hong Kong Univ Sci & Technol Guangzhou Guangzhou Peoples R China Hong Kong Univ Sci & Technol Hong Kong Peoples R China Tsinghua Univ Beijing Peoples R China
Video dehazing aims to recover haze-free frames with high visibility and contrast. This paper presents a novel framework to effectively explore the physical haze priors and aggregate temporal information. Specifically... 详细信息
来源: 评论
Abstract Visual Reasoning: An Algebraic Approach for Solving Raven's Progressive Matrices
Abstract Visual Reasoning: An Algebraic Approach for Solving...
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ieee/CVF conference on computer vision and pattern recognition (cvpr)
作者: Xu, Jingyi Vaidya, Tushar Wu, Yufei Chandra, Saket Lai, Zhangsheng Chong, Kai Fong Ernest Singapore Univ Technol & Design Singapore Singapore Nanyang Technol Univ Singapore Singapore Singapore Polytech Singapore Singapore
We introduce algebraic machine reasoning, a new reasoning framework that is well-suited for abstract reasoning. Effectively, algebraic machine reasoning reduces the difficult process of novel problem-solving to routin... 详细信息
来源: 评论