10 citations · 10 across the 1 of their papers we have counts for
3 papers
cs.LG2020★ 10 cited
Exchangeable Neural ODE for Set Modeling
Yang Li, Haidong Yi, Christopher M. Bender +2
Reasoning over an instance composed of a set of vectors, like a point cloud, requires that one accounts for intra-set dependent features among elements. However, since such instanc…
cs.LG2020
Defense Through Diverse Directions
Christopher M. Bender, Yang Li, Yifeng Shi +2
In this work we develop a novel Bayesian neural network methodology to achieve strong adversarial robustness without the need for online adversarial training. Unlike previous effor…
stat.ML2019
A Forest from the Trees: Generation through Neighborhoods
Yang Li, Tianxiang Gao, Junier B. Oliva
In this work, we propose to learn a generative model using both learned features (through a latent space) and memories (through neighbors). Although human learning makes seamless u…