Articles with public access mandates - Edward RaffLearn more
Available somewhere: 14
Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling
S Biderman, H Schoelkopf, Q Anthony, H Bradley, K O'Brien, E Hallahan, ...
International Conference on Machine Learning (ICML), 2023
Mandates: Netherlands Organisation for Scientific Research, UK Research & Innovation
A General Framework for Auditing Differentially Private Machine Learning
F Lu, J Munoz, M Fuchs, T LeBlond, E Zaresky-Williams, E Raff, F Ferraro, ...
NeurIPS, 2022
Mandates: US Department of Defense
A Spoken Language Dataset of Descriptions for Speech-Based Grounded Language Learning
GY Kebe, P Higgins, P Jenkins, K Darvish, R Sachdeva, R Barron, ...
35th Conference on Neural Information Processing Systems (NeurIPS 2021 …, 2021
Mandates: US National Science Foundation, US Department of Defense
Intelligent Sight and Sound: A Chronic Cancer Pain Dataset
C Ordun, AN Cha, E Raff, B Gaskin, A Hanson, M Rule, S Purushotham, ...
35th Conference on Neural Information Processing Systems (NeurIPS 2021 …, 2021
Mandates: US National Science Foundation
Semi-supervised Classification of Malware Families Under Extreme Class Imbalance via Hierarchical Non-Negative Matrix Factorization with Automatic Model Selection
ME Eren, M Bhattarai, RJ Joyce, E Raff, C Nicholas, BS Alexandrov
ACM Transactions on Privacy and Security, 2023
Mandates: US Department of Energy
Generating Thermal Human Faces for Physiological Assessment Using Thermal Sensor Auxiliary Labels
C Ordun, E Raff, S Purushotham
IEEE International Conference on Image Processing (ICIP), 2021
Mandates: US National Aeronautics and Space Administration
Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech
GY Kebe, LE Richards, E Raff, F Ferraro, C Matuszek
Proceedings of the 36th AAAI Conference on Artificial Intelligence, 2022
Mandates: US National Science Foundation
Probing the Transition to Dataset-Level Privacy in ML Models Using an Output-Specific and Data-Resolved Privacy Profile
T LeBlond, J Munoz, F Lu, M Fuchs, E Zaresky-Williams, E Raff, B Testa
Proceedings of the 16th ACM Workshop on Artificial Intelligence and Security …, 2023
Mandates: US Department of Defense
A Manifold Alignment Approach to Grounded Language Learning
LE Richards, AT Nguyen, K Darvish, E Raff, C Matuszek
8th Northeast Robotics Colloquium (NERC), 2019
Mandates: US National Science Foundation
A Generative Approach for Image Registration of Visible-Thermal (VT) Cancer Faces
C Ordun, A Cha, E Raff, S Purushotham, K Kwok, M Rule, J Gulley
Artificial Intelligence Over Infrared Images for Medical Applications …, 2023
Mandates: US National Institutes of Health
Vista-Morph: Unsupervised Image Registration of Visible-Thermal Facial Pairs
C Ordun, E Raff, S Purushotham
IEEE 2023 International Joint Conference on Biometrics, 2023
Mandates: US National Science Foundation
Thermal-Face-Contrastive GAN (TFC-GAN): A Framework for Visible-to-Thermal Face Generation
C Ordun, E Raff, S Purushotham
ICML 2022 The 1st Workshop on Healthcare AI and COVID-19, 2022
Mandates: US National Science Foundation
Multimodal Language Learning for Object Retrieval in Low Data Regimes in the Face of Missing Modalities
K Darvish, E Raff, F Ferraro, C Matuszek
Transactions on Machine Learning Research, 2023
Mandates: US National Science Foundation, US Department of Defense
Fourier-Based Strategies to Improve Ethnic Feature Generation during Visible-to-Thermal Facial Translation (A work in progress)
C Ordun, E Raff, S Purushotham
WiML Un-Workshop, ICML 2022, 2022
Mandates: US National Science Foundation
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