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Poster
Tue 9:00 Approximating CNNs with Bag-of-local-Features models works surprisingly well on ImageNet
Wieland Brendel · Matthias Bethge
Poster
Thu 14:30 MARGINALIZED AVERAGE ATTENTIONAL NETWORK FOR WEAKLY-SUPERVISED LEARNING
Yuan Yuan · YUEMING LYU · Xi SHEN · Ivor Wai-Hung Tsang · Dit-Yan Yeung
Poster
Wed 14:30 Local SGD Converges Fast and Communicates Little
Sebastian Stich
Poster
Wed 14:30 Towards Robust, Locally Linear Deep Networks
Guang-He Lee · David Alvarez-Melis · Tommi Jaakkola
Poster
Thu 14:30 Efficiently testing local optimality and escaping saddles for ReLU networks
Chulhee Yun · Suvrit Sra · Ali Jadbabaie
Poster
Wed 9:00 Neural Program Repair by Jointly Learning to Localize and Repair
Marko Vasic · Aditya Kanade · Petros Maniatis · David Bieber · Rishabh Singh
Poster
Wed 14:30 Small nonlinearities in activation functions create bad local minima in neural networks
Chulhee Yun · Suvrit Sra · Ali Jadbabaie
Poster
Tue 9:00 Residual Non-local Attention Networks for Image Restoration
Yulun Zhang · Kunpeng Li · Kai Li · Bineng Zhong · Yun Fu
Poster
Thu 14:30 On the loss landscape of a class of deep neural networks with no bad local valleys
Quynh Nguyen · Mahesh Chandra Mukkamala · Matthias Hein
Poster
Thu 14:30 Unsupervised Learning of the Set of Local Maxima
Lior Wolf · Sagie Benaim · Tomer Galanti
Poster
Thu 9:00 Global-to-local Memory Pointer Networks for Task-Oriented Dialogue
Chien-Sheng Wu · richard socher · Caiming Xiong
Poster
Thu 9:00 Identifying and Controlling Important Neurons in Neural Machine Translation
David A Bau · Yonatan Belinkov · Hassan Sajjad · Nadir Durrani · Fahim Dalvi · James R Glass