Deep Learning
Scalable methods for 8-bit training of neural networks
Ron Banner, Itay Hubara, Elad Hoffer, Daniel Soudry
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/
Removing the Feature Correlation Effect of Multiplicative Noise
Zijun Zhang, Yining Zhang, Zongpeng Li
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/
Robust Detection of Adversarial Attacks by Modeling the Intrinsic Properties of Deep Neural Networks
Neural Information Processing Systems http://nips.cc/
78f9c04bdcb06f1ada3902912d8b64ba-Supplemental-Datasets_and_Benchmarks.pdf
The Corpus dataset is composed of 363,133 abstracts from computer science papers, published between 2011-2021, and sourced from arXiv.
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.