Paper Session #1

Dec 13, 2019

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00:04 AutoSlim: Towards One-Shot Architecture Search for Channel Numbers 04:26 Q8BERT: Quantized 8Bit BERT 10:20 YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object Detection 13:24 Progressive Stochastic Binarization of Deep Networks 18:35 Exploring Bit-Slice Sparsity in Deep Neural Networks for Efficient ReRAM-Based Deployment 24:29 Trained Rank Pruning for Efficient Deep Neural Networks 30:10 Improving Efficiency in Neural Network Accelerator using Operands Hamming Distance Optimization

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About NIPS 2019

Neural Information Processing Systems (NeurIPS) is a multi-track machine learning and computational neuroscience conference that includes invited talks, demonstrations, symposia and oral and poster presentations of refereed papers. Following the conference, there are workshops which provide a less formal setting.

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