Redesigning the classification layer by randomizing the class representation vectors

Generating diverse and informative natural language fashion feedback

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Joint visual-textual embedding for multimodal style search

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Sphereface: Deep hypersphere embedding for face recognition

Weiyang Liu, Yandong Wen, Zhiding Yu, Ming Li, Bhiksha Raj, and Le Song · 2017

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Attention is all you need

Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin · 2017

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Normface: L2 hypersphere embedding for face verification

Feng Wang, Xiang Xiang, Jian Cheng, and Alan Loddon Yuille · 2017

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State-of-the-art speech recognition with sequence-to-sequence models

Chung-Cheng Chiu, Tara N Sainath, Yonghui Wu, Rohit Prabhavalkar, Patrick Nguyen, Zhifeng Chen, Anjuli Kannan, Ron J Weiss, Kanishka Rao, Ekaterina Gonina, et al · 2018

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Real-time self-driving car navigation using deep neural network

Truong-Dong Do, Minh-Thien Duong, Quoc-Vu Dang, and My-Ha Le · 2018

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Actigraphy-based sleep/wake pattern detection using convolutional neural networks

Do cifar-10 classifiers generalize to cifar-10?

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Benjamin Recht, Rebecca Roelofs, Ludwig Schmidt, and Vaishaal Shankar · 2018

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Mobilenetv2: Inverted residuals and linear bottlenecks

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Out-of-distribution detection using multiple semantic label representations

Gabi Shalev, Yossi Adi, and Joseph Keshet · 2018

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Deep cosine metric learning for person re-identification

Nicolai Wojke and Alex Bewley · 2018

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Arcface: Additive angular margin loss for deep face recognition

Jiankang Deng, Jia Guo, Niannan Xue, and Stefanos Zafeiriou · 2019

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Spherereid: Deep hypersphere manifold embedding for person re-identification