Europe
Adaptive Gradient-Based Meta-Learning Methods
Mikhail Khodak, Maria-Florina F. Balcan, Ameet S. Talwalkar
Neural Information Processing Systems http://nips.cc/
Generative Models for Graph-Based Protein Design
John Ingraham, Vikas Garg, Regina Barzilay, Tommi Jaakkola
Neural Information Processing Systems http://nips.cc/
Deep Learning without Weight Transport
Mohamed Akrout, Collin Wilson, Peter Humphreys, Timothy Lillicrap, Douglas B. Tweed
Neural Information Processing Systems http://nips.cc/
DORIS-MAE: Scientific Document Retrieval using Multi-level Aspect-based Queries
This highlights the need for better approaches to handle complex, multifaceted queries in scientific research.
Global Sparse Momentum SGD for Pruning Very Deep Neural Networks
Xiaohan Ding, guiguang ding, Xiangxin Zhou, Yuchen Guo, Jungong Han, Ji Liu
DNN pruning is an approach for deep model compression, which aimsateliminating someparameters withtolerable performance degradation.