19 citations · 34 across the 6 of their papers we have counts for
6 papers
Toward Conversational Agents with Context and Time Sensitive Long-term Memory
Nick Alonso, Tomás Figliolia, Anthony Ndirango +1
There has recently been growing interest in conversational agents with long-term memory which has led to the rapid development of language models that use retrieval-augmented gener…
Understanding the Logit Distributions of Adversarially-Trained Deep Neural Networks
Landan Seguin, Anthony Ndirango, Neeli Mishra +2
Adversarial defenses train deep neural networks to be invariant to the input perturbations from adversarial attacks. Almost all defense strategies achieve this invariance through a…
Generalization in multitask deep neural classifiers: a statistical physics approach
Tyler Lee, Anthony Ndirango
A proper understanding of the striking generalization abilities of deep neural networks presents an enduring puzzle. Recently, there has been a growing body of numerically-grounded…
Label-efficient audio classification through multitask learning and self-supervision
Tyler Lee, Ting Gong, Suchismita Padhy +2
While deep learning has been incredibly successful in modeling tasks with large, carefully curated labeled datasets, its application to problems with limited labeled data remains a…
Aspects of Puff Field Theory
Ori J. Ganor, Akikazu Hashimoto, Sharon Jue +2
We describe some features of the recently constructed "Puff Field Theory," and present arguments in favor of it being a field theory decoupled from gravity. We construct its superg…
Boundary Scattering in 1+1 Dimensions as an Aharanov-Bohm Effect
Surya Ganguli, Petr Horava, Anthony Ndirango
The boundary scattering problem in 1+1 dimensional CFT is relevant to a multitude of areas of physics, ranging from the Kondo effect in condensed matter theory to tachyon condensat…