I try to keep it up to date; check my Scholar page for the full list.
2020
2019
- Plug and Play Language Models: a Simple Approach to Controlled Text Generation
ICLR 2020 Blog post Video Code arXiv Demo - LCA: Loss Change Allocation for Neural Network Training
NeurIPS 2019 Blog post Code arXiv - Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask
NeurIPS 2019 Blog post Code arXiv
2018
- An Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep Reinforcement Learning Agents
IJCAI 2019 Blog post Video Code arXiv - Faster Neural Networks Straight from JPEG
NeurIPS 2018 Blog post Code arXiv - An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution
NeurIPS 2018 Blog post Video Code arXiv - Measuring the Intrinsic Dimension of Objective Landscapes
ICLR 2018 Blog post Video Code arXiv
2017
2016
2015
- Machine learning approaches for elastic localization linkages in high-contrast composite materials
IMMI 2015 PDF - Pruned search: A machine learning based meta-heuristic approach for constrained continuous optimization
IC3 2015 PDF - A predictive machine learning approach for microstructure optimization and materials design
nature.com PDF - A Machine Learning-Based Design Representation Method for Designing Heterogeneous Microstructures
Journal of Mechanical Design PDF - A scalable hierarchical clustering algorithm using spark
BigDataService 2015 PDF