Wilka Carvalho
Aspiring Cognitive Scientist

Google Scholar

* denotes co-first author

Publications

Successor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning
Christopher Hoang, Sungryull Sohn, Jongwook Choi, Wilka Carvalho, Honglak Lee
NeurIPS, 2021

Learning Compositional Tasks from Language Instructions
Lajanugen Logeswaran, Wilka Carvalho, Honglak Lee
NeurIPS Deep RL Workshop, 2021

Learning to Represent State with Perceptual Schemata
Wilka Carvalho, Murray Shanahan
ICML {Unsupervised RL, Real Life RL} Workshops, 2021

Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering
Bryant Chen, Wilka Carvalho, Nathalie Baracaldo, Heiko Ludwig, Benjamin Edwards, Taesung Lee, Ian Molloy and Biplav Srivastava
Artificial Intelligence Safety Workshop @ AAAI, 2019



Variational Recurrent Adversarial Deep Domain Adaptation
Sanjay Purushotham*, Wilka Carvalho*, and Yan Liu
ICLR, 2017
NeurIPS Machine Learning for Healthcare, 2016



Modeling a Detection of internally reflected Cherenkov light (DIRC) Particle Detector for High-Multiplicity Collisions
Wilka Carvalho
State University of New York Undergraduate Research Conference, 2015