2017-SRT

2017-SRT

• 2017年12月23日

郑文勋： [x] Are GANs Created Equal? A Large-Scale Study. https://arxiv.org/abs/1711.10337.

• 2017年11月25日

闫泽禹： [x] M Jaderberg, K Simonyan, A Zisserman, Spatial Transformer Networks, NIPS 2015. https://arxiv.org/abs/1506.02025.

• 2017年11月18日

郑文勋：

[x] Recursive Recurrent Nets with Attention Modeling for OCR in the Wild， CVPR 2016. https://arxiv.org/abs/1603.03101.

• 2017年11月11日

闫泽禹：CapsNet

[x] "Dynamic Routing Between Capsules", S. Sabour, N. Frosst and G.E. Hinton, https://arxiv.org/abs/1710.09829.

• 2017年11月04日

常嘉辉：GAN

[x] Generative Adversarial Networks: An Overview, https://arxiv.org/abs/1710.07035.

• 2017年10月28日

陆昕：PixelRNN

[x] Oord, Aaron van den, Nal Kalchbrenner, and Koray Kavukcuoglu. "Pixel recurrent neural networks." https://arxiv.org/abs/1601.06759.

• 2017年10月21日

冯 杰：DeepST

[x] Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction, AAAI 2017. https://arxiv.org/abs/1610.00081.

议题： AlphaGo_Zero

[x] David Silver, Mastering the game of Go without human knowledge, nature 2017

[x] Xilinx Inc., Introduction to FPGA Design with Vivado High-Level Synthesis, UG998, 2013.

• 2017年10月14日

宋丹丹： [x] Matthieu Courbariaux et al., Binarized Neural Networks: Training Neural Networks withWeights and Activations Constrained to +1 or -1, https://arxiv.org/abs/1602.02830.

贺子航： [x] E. Nurvitadhi et al., Accelerating Binarized Neural Networks: Comparison of FPGA, CPU, GPU, and ASIC, International Conference on Field-Programmable Technology (FPT), pp. 77-84, 2016.

陈 震： [x] Umuroglu, Yaman et al., FINN: A Framework for Fast, Scalable Binarized Neural Network Inference, ACM/SIGDA International Symposium on Field-Programmable Gate Arrays(FPGA), pp.65-74, 2017.

• 2017年10月7日

柳 荫： [x] Huang, Gao, Zhuang Liu, Kilian Q. Weinberger, and Laurens van der Maaten, Densely Connected Convolutional Networks, CVPR 2017. https://arxiv.org/abs/1608.06993.

陈 震： [x] Annett Ungethüm et al., Overview on Hardware Optimizations for Database Engines, BTW 2017.

• 2017年9月30日

郑文勋： [x] Graves, A., Wayne, G. and Danihelka, I., Neural turing machines. https://arxiv.org/abs/1410.5401.

陈 震： [x] Jouppi, N.P. et al., In-Datacenter Performance Analysis of a Tensor Processing Unit, ISCA 2017. https://arxiv.org/abs/1704.04760.

• 2017年9月23日

陈 震： [x] Jeff. Dean et al., Large scale distributed deep networks. NIPS, 2012. https://research.google.com/archive/large_deep_networks_nips2012.html.

• 2017年5月21日

郑文勋： [x] Yu Su et al., In-Situ Bitmaps Generation and Efficient Data Analysis based on Bitmaps, HPDC 2015.

• 2017年4月8日

郑文勋： [x] Nguyen, Anh, Jason Yosinski, and Jeff Clune. "Deep neural networks are easily fooled: High confidence predictions for unrecognizable images." CVPR. 2015. https://arxiv.org/abs/1412.1897.