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Swall0w / papers

This is a repository for summarizing papers especially related to machine learning.

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M2E-Try On Net: Fashion from Model to Everyone

#714 Swall0w closed 5 years ago
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Grid R-CNN

#713 Swall0w opened 5 years ago
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GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism

#712 Swall0w opened 5 years ago
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Curiosity Driven Exploration of Learned Disentangled Goal Spaces

#711 Swall0w opened 5 years ago
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Measuring the Effects of Data Parallelism on Neural Network Training

#710 Swall0w opened 5 years ago
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Instance Segmentation and Object Detection with Bounding Shape Masks

#709 Swall0w opened 5 years ago
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Fast and accurate object detection in high resolution 4K and 8K video using GPUs

#708 Swall0w opened 5 years ago
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Reversible Recurrent Neural Networks

#707 Swall0w opened 5 years ago
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A guide to convolution arithmetic for deep learning

#706 Swall0w opened 5 years ago
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You May Not Need Attention

#705 Swall0w opened 5 years ago
1
GraphIE: A Graph-Based Framework for Information Extraction

#704 Swall0w opened 5 years ago
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WaveGlow: A Flow-based Generative Network for Speech Synthesis

#703 Swall0w opened 5 years ago
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How Does Batch Normalization Help Optimization?

#702 Swall0w opened 5 years ago
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Natural Language Processing for Information Extraction

#701 Swall0w opened 5 years ago
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DeepLens: Shallow Depth Of Field From A Single Image

#700 Swall0w opened 5 years ago
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Graph Convolutional Networks for Classification with a Structured Label Space

#699 Swall0w opened 5 years ago
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Neural CRF transducers for sequence labeling

#698 Swall0w opened 5 years ago
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Understanding deep learning requires rethinking generalization

#697 Swall0w opened 5 years ago
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You Only Search Once: Single Shot Neural Architecture Search via Direct Sparse Optimization

#696 Swall0w opened 5 years ago
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Graph Convolutional Networks for Text Classification

#695 Swall0w opened 5 years ago
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Deep Learning with Limited Numerical Precision

#694 Swall0w opened 5 years ago
1
Understanding Deep Convolutional Networks through Gestalt Theory

#693 Swall0w opened 5 years ago
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On the Margin Theory of Feedforward Neural Networks

#692 Swall0w opened 5 years ago
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STACL: Simultaneous Translation with Integrated Anticipation and Controllable Latency

#691 Swall0w opened 5 years ago
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To Compress, or Not to Compress: Characterizing Deep Learning Model Compression for Embedded Inference

#690 Swall0w opened 5 years ago
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Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training

#689 Swall0w opened 5 years ago
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Deep Learning for Image Denoising: A Survey

#688 Swall0w opened 5 years ago
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Joint Unsupervised Learning of Optical Flow and Depth by Watching Stereo Videos

#687 Swall0w opened 5 years ago
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Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation

#686 Swall0w opened 5 years ago
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h-detach: Modifying the LSTM Gradient Towards Better Optimization

#685 Swall0w opened 5 years ago
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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

#684 Swall0w opened 5 years ago
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State of the Art Optical Character Recognition of 19th Century Fraktur Scripts using Open Source Engines

#683 Swall0w opened 5 years ago
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Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences

#682 Swall0w opened 5 years ago
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Hierarchical RNN for Information Extraction from Lawsuit Documents

#681 Swall0w opened 5 years ago
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Faster Training of Mask R-CNN by Focusing on Instance Boundaries

#680 Swall0w opened 5 years ago
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Triply Supervised Decoder Networks for Joint Detection and Segmentation

#679 Swall0w opened 5 years ago
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Object Detection from Scratch with Deep Supervision

#678 Swall0w opened 5 years ago
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Deep Face Recognition: A Survey

#677 Swall0w opened 5 years ago
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Towards Large-Scale Video Video Object Mining

#676 Swall0w opened 5 years ago
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Faster Training of Mask R-CNN by Focusing on Instance Boundaries

#675 Swall0w opened 5 years ago
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Detecting Dead Weights and Units in Neural Networks

#674 Swall0w opened 5 years ago
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Focal Loss in 3D Object Detection

#673 Swall0w opened 5 years ago
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Cost-effective Object Detection: Active Sample Mining with Switchable Selection Criteria

#672 Swall0w opened 5 years ago
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Detect-and-Track: Efficient Pose Estimation in Videos

#671 Swall0w opened 5 years ago
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Deep Learning for Generic Object Detection: A Survey

#670 Swall0w opened 5 years ago
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CBAM: Convolutional Block Attention Module

#669 Swall0w opened 5 years ago
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StairNet: Top-Down Semantic Aggregation for Accurate One Shot Detection

#668 Swall0w opened 5 years ago
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The Lottery Ticket Hypothesis: Finding Small, Trainable Neural Networks

#667 Swall0w opened 5 years ago
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Top-down Attention Recurrent VLAD Encoding for Action Recognition in Videos

#666 Swall0w opened 5 years ago
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Interact as You Intend: Intention-Driven Human-Object Interaction Detection

#665 Swall0w opened 5 years ago
0