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检索条件"任意字段=2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021"
11423 条 记 录,以下是151-160 订阅
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Dive into Ambiguity: Latent Distribution Mining and Pairwise Uncertainty Estimation for Facial Expression recognition
Dive into Ambiguity: Latent Distribution Mining and Pairwise...
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ieee/cvf conference on computer vision and pattern recognition (cvpr)
作者: She, Jiahui Hu, Yibo Shi, Hailin Wang, Jun Shen, Qiu Mei, Tao Nanjing Univ Nanjing Jiangsu Peoples R China JD AI Res Mountain View CA USA
Due to the subjective annotation and the inherent interclass similarity of facial expressions, one of key challenges in Facial Expression recognition (FER) is the annotation ambiguity. In this paper;we proposes a solu... 详细信息
来源: 评论
EnD: Entangling and Disentangling deep representations for bias correction
EnD: Entangling and Disentangling deep representations for b...
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ieee/cvf conference on computer vision and pattern recognition (cvpr)
作者: Tartaglione, Enzo Barbano, Carlo Alberto Grangetto, Marco Univ Turin Comp Sci Dept Turin Italy
Artificial neural networks perform state-of-the-art in an ever-growing number of tasks, and nowadays they are used to solve an incredibly large variety of tasks. There are problems, like the presence of biases in the ... 详细信息
来源: 评论
Harmonious Semantic Line Detection via Maximal Weight Clique Selection
Harmonious Semantic Line Detection via Maximal Weight Clique...
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ieee/cvf conference on computer vision and pattern recognition (cvpr)
作者: Jin, Dongkwon Park, Wonhui Jeong, Seong-Gyun Kim, Chang-Su Korea Univ Seoul South Korea 42Dot Ai Seoul South Korea
A novel algorithm to detect an optimal set of semantic lines is proposed in this work. We develop two networks: selection network (S-Net) and harmonization network (H-Net). First, S-Net computes the probabilities and ... 详细信息
来源: 评论
Facial Action Unit Detection With Transformers
Facial Action Unit Detection With Transformers
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ieee/cvf conference on computer vision and pattern recognition (cvpr)
作者: Jacob, Geethu Miriam Stenger, Bjorn Rakuten Inst Technol Tokyo Japan
The Facial Action Coding System is a taxonomy for fine-grained facial expression analysis. This paper proposes a method for detecting Facial Action Units (FAU), which define particular face muscle activity, from an in... 详细信息
来源: 评论
Unsupervised Disentanglement of Linear-Encoded Facial Semantics
Unsupervised Disentanglement of Linear-Encoded Facial Semant...
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ieee/cvf conference on computer vision and pattern recognition (cvpr)
作者: Zheng, Yutong Huang, Yu-Kai Tao, Ran Shen, Zhiqiang Savvides, Marios Carnegie Mellon Univ Pittsburgh PA 15213 USA
We propose a method to disentangle linear-encoded facial semantics from StyleGAN without external supervision. The method derives from linear regression and sparse representation learning concepts to make the disentan... 详细信息
来源: 评论
Attention! Stay Focus!
Attention! Stay Focus!
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ieee/cvf conference on computer vision and pattern recognition (cvpr)
作者: Vo, Tu BridgeAI Inc Seoul South Korea
We develop a deep convolutional neural networks (CNNs) to deal with the blurry artifacts caused by the defocus of the camera using dual-pixel images. Specifically, we develop a double attention network which consists ... 详细信息
来源: 评论
Unsupervised Hyperbolic Representation Learning via Message Passing Auto-Encoders
Unsupervised Hyperbolic Representation Learning via Message ...
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ieee/cvf conference on computer vision and pattern recognition (cvpr)
作者: Park, Jiwoong Cho, Junho Chang, Hyung Jin Choi, Jin Young Seoul Natl Univ Dept ECE ASRI Seoul South Korea Univ Birmingham Sch Comp Sci Birmingham W Midlands England
Most of the existing literature regarding hyperbolic embedding concentrate upon supervised learning, whereas the use of unsupervised hyperbolic embedding is less well explored. In this paper, we analyze how unsupervis... 详细信息
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An Alternative Probabilistic Interpretation of the Huber Loss
An Alternative Probabilistic Interpretation of the Huber Los...
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ieee/cvf conference on computer vision and pattern recognition (cvpr)
作者: Meyer, Gregory P. Uber Adv Technol Grp Pittsburgh PA 15201 USA
The Huber loss is a robust loss function used for a wide range of regression tasks. To utilize the Huber loss, a parameter that controls the transitions from a quadratic function to an absolute value function needs to... 详细信息
来源: 评论
Neural Splines: Fitting 3D Surfaces with Infinitely-Wide Neural Networks
Neural Splines: Fitting 3D Surfaces with Infinitely-Wide Neu...
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ieee/cvf conference on computer vision and pattern recognition (cvpr)
作者: Williams, Francis Trager, Matthew Bruna, Joan Zorin, Denis NYU New York NY 10003 USA Amazon Seattle WA USA
We present Neural Splines, a technique for 3D surface reconstruction that is based on random feature kernels arising from infinitely-wide shallow ReLU networks. Our method achieves state-of-the-art results, outperform... 详细信息
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Coarse-Fine Networks for Temporal Activity Detection in Videos
Coarse-Fine Networks for Temporal Activity Detection in Vide...
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ieee/cvf conference on computer vision and pattern recognition (cvpr)
作者: Kahatapitiya, Kumara Ryoo, Michael S. SUNY Stony Brook Stony Brook NY 11794 USA
In this paper, we introduce Coarse-Fine Networks, a two-stream architecture which benefits from different abstractions of temporal resolution to learn better video representations for long-term motion. Traditional Vid... 详细信息
来源: 评论