Luke E. Richards

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 13

Top Topics

Acoustic Features

Speech Recognition

Top Venues

Publications

Luke E. Richards, Edward Raff, Cynthia Matuszek
Measuring Equality in Machine Learning Security Defenses: A Case Study in Speech Recognition. AISec@CCS (2023)
Luke E. Richards, Edward Raff, Cynthia Matuszek
Measuring Equality in Machine Learning Security Defenses. CoRR (2023)
Maksim Ekin Eren, Luke E. Richards, Manish Bhattarai, Roberto Yus, Charles Nicholas, Boian S. Alexandrov
FedSPLIT: One-Shot Federated Recommendation System Based on Non-negative Joint Matrix Factorization and Knowledge Distillation. CoRR (2022)
André T. Nguyen, Richard Zak, Luke E. Richards, Maya Fuchs, Fred Lu, Robert Brandon, Gary Lopez Munoz, Edward Raff, Charles Nicholas, James Holt
Minimizing Compute Costs: When Should We Run More Expensive Malware Analysis? CAMLIS (2022)
Gaoussou Youssouf Kebe, Luke E. Richards, Edward Raff, Francis Ferraro, Cynthia Matuszek
Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech. AAAI (2022)
Derek Everett, André T. Nguyen, Luke E. Richards, Edward Raff
Improving Out-of-Distribution Detection via Epistemic Uncertainty Adversarial Training. CoRR (2022)
Maksim Ekin Eren, Manish Bhattarai, Nicholas Solovyev, Luke E. Richards, Roberto Yus, Charles Nicholas, Boian S. Alexandrov
One-Shot Federated Group Collaborative Filtering. ICMLA (2022)
Gaoussou Youssouf Kebe, Luke E. Richards, Edward Raff, Francis Ferraro, Cynthia Matuszek
Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech. CoRR (2021)
Luke E. Richards, André T. Nguyen, Ryan Capps, Steven Forsyth, Cynthia Matuszek, Edward Raff
Adversarial Transfer Attacks With Unknown Data and Class Overlap. AISec@CCS (2021)
Luke E. Richards, André T. Nguyen, Ryan Capps, Steven Forsyth, Cynthia Matuszek, Edward Raff
Adversarial Transfer Attacks With Unknown Data and Class Overlap. CoRR (2021)
André T. Nguyen, Luke E. Richards, Gaoussou Youssouf Kebe, Edward Raff, Kasra Darvish, Frank Ferraro, Cynthia Matuszek
Practical Cross-Modal Manifold Alignment for Robotic Grounded Language Learning. CVPR Workshops (2021)
André T. Nguyen, Luke E. Richards, Gaoussou Youssouf Kebe, Edward Raff, Kasra Darvish, Frank Ferraro, Cynthia Matuszek
Practical Cross-modal Manifold Alignment for Grounded Language. CoRR (2020)
Luke E. Richards, Kasra Darvish, Cynthia Matuszek
Learning Object Attributes with Category-Free Grounded Language from Deep Featurization. IROS (2020)