An Empirical Investigation of the Role of Pre-training in Lifelong Learning
Sanket Vaibhav Mehta, , Sarath Chandar, Emma Strubell
In Theory of Continual Learning Workshop, ICML 2021. (Spotlight)
Disentangling 3D Prototypical Networks for Few-Shot Concept Learning
Mihir Prabhudesai, Shamit Lal, *(equal contribution), Hsiao-Yu Tung, Adam W Harley, Katerina Fragkiadaki
In International Conference on Learning Representations 2021.
Initial version appeared in Neurips 2020 Object Representations for Learning and Reasoning Workshop (Spotlight)
[project page] [paper] [code]
Towards modular and programmable architecture search
Renato Negrinho, , Nghia Le, Daniel Ferreira, Matthew Gormley, Geoffrey Gordon
In In Neural Information Processing Systems 2019.
[paper] [code] [framework]