Sept 12th
Ralph Versteegen
Learning by Abstraction: The Neural State Machine
Drew A. Hudson, Christopher D. Manning
https://arxiv.org/abs/1907.03950
Sept 19th
Alex Peng
On calibration of modern neural networks
Chuan Guo, Geoff Pleiss, Yu Sun, Kilian Q. Weinberger
https://arxiv.org/abs/1706.04599
Sept 26th
Mike Merry
The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks
https://arxiv.org/abs/1803.03635
Oct 10th
Mike Merry
Provisional Year presentation practice
August 29th
Nooriyan Poonawala-Lohani
Combining Search, Social Media, and Traditional Data Sources to Improve Influenza Surveillance
https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1004513&type=printable
Aug 15th
Michael Witbrock
The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision
Jiayuan Mao, Chuang Gan, Pushmeet Kohli, Joshua B. Tenenbaum, Jiajun Wu
https://arxiv.org/abs/1904.12584
Aug 8th
Jonathan
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
https://arxiv.org/abs/1905.11946
Aug 1st
Remco
Neural Decipherment via Minimum-Cost Flow: from Ugaritic to Linear B
Jiaming Luo Yuan Cao Regina Barzilay
https://arxiv.org/pdf/1906.06718.pdf
July 25th
Alex Peng
AN EMPIRICAL STUDY OF EXAMPLE FORGETTING DURING DEEP NEURAL NETWORK LEARNING
https://arxiv.org/pdf/1812.05159.pdf
June 13th
Jonathan Kim
Densely Connected Convolutional Networks
https://arxiv.org/abs/1608.06993
June 6th
Jason Tam
Toward an AI Physicist for Unsupervised Learning
https://arxiv.org/abs/1810.10525
May 30th
Remco
Fake news detection in social networks via crowd signals.
Tschiatschek, Sebastian, Adish Singla, Manuel Gomez Rodriguez, Arpit Merchant, and Andreas Krause.
In Companion of the The Web Conference 2018 on The Web Conference 2018, pp. 517-524. International World Wide Web Conferences Steering Committee, 2018.
https://arxiv.org/pdf/1711.09025.pdf
May 23rd
Joerg
Controlling an organic synthesis robot with machine learning to search for new reactivity
Jarosław M. Granda, Liva Donina, Vincenza Dragone, De-Liang Long & Leroy Cronin
Nature volume 559, pages377–381 (2018)
https://www.nature.com/articles/s41586-018-0307-8
May 16th
Jonathan Kim
Mask R-CNN
https://arxiv.org/abs/1703.06870
May 9th
Pat
A Brief Survey of Deep Reinforcement Learning
https://arxiv.org/pdf/1708.05866.pdf
May 2nd
Remco
Should computers run the world?
Hannah Fry
https://www.youtube.com/watch?v=Rzhpf1Ai7Z4
April 11th
Alex Peng
IMAGENET-TRAINED CNNS ARE BIASED TOWARDS TEXTURE; INCREASING SHAPE BIAS IMPROVES ACCURACY AND ROBUSTNESS
https://openreview.net/pdf?id=Bygh9j09KX
April 4th
Nooriyah Poonawala-Lohani
https://link.springer.com/article/10.1007/s11036-018-1071-6
March 28th
Mike Merry
K. O. Stanley and R. Miikkulainen, “Evolving Neural Networks through Augmenting Topologies,” Evolutionary Computation, vol. 10, no. 2, pp. 99–127, Jun. 2002.