Chen-Yu Lee

Publications69
h-index16
Citations2,635
Highly Influential Citations207
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  • Publications
  • Influence
Deeply-Supervised Nets
TLDR
Our proposed deeply-supervised nets (DSN) method simultaneously minimizes classification error while making the learning process of hidden layers direct and transparent. Expand
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GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks
TLDR
We present a gradient normalization (GradNorm) algorithm that automatically balances training in deep multitask models by dynamically tuning gradient magnitudes. Expand
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Recursive Recurrent Nets with Attention Modeling for OCR in the Wild
TLDR
We present recursive recurrent neural networks with attention modeling (R2AM) for lexicon-free optical character recognition in natural scene images. Expand
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Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree
TLDR
We seek to improve deep neural networks by generalizing the pooling operations that play a central role in current architectures. Expand
  • 324
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Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation
TLDR
In this work, we connect two distinct concepts for unsupervised domain adaptation: feature distribution alignment between domains by utilizing the task-specific decision boundary and the Wasserstein metric. Expand
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RoomNet: End-to-End Room Layout Estimation
TLDR
This paper focuses on the task of room layout estimation from a monocular RGB image. Expand
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Training Deeper Convolutional Networks with Deep Supervision
TLDR
In order to train deeper networks, we propose to add auxiliary supervision branches after certain intermediate layers during training. Expand
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An O(log n) Parallel Algorithm for Constructing a Spanning Tree on Permutation Graphs
TLDR
We propose an O(log n) time parallel algorithm with O( log n) processors on the EREW PRAM for constructing a spanning tree on an unweighted permutation graph. Expand
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  • PDF
Removing rain and snow in a single image using saturation and visibility features
TLDR
A novel method is proposed based on saturation and visibility features to remove the rain and snow in the photograph. Expand
  • 31
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Comments on Saeednia's improved scheme for the hill cipher
Abstract In 2000, Saeednia proposed a new scheme to make the Hill cipher secure. The author makes use of permutations of columns and rows of a matrix to get a different key for encrypting each… Expand
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  • 4