Petryk, Suzanne

1. An Introduction to Vision-Language Modeling
   2024/05/27 by Florian Bordes, Bordes, Florian, Richard Yuanzhe Pang +80 · 4 voices · 43 citations
   Computer Science · Social Sciences · #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG) #cs.LG
2. Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly
   2022/04/28 by Spencer Whitehead, Whitehead, Spencer, Suzanne Petryk +11 · 12 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
3. NBDT: Neural-Backed Decision Trees
   2020/04/01 by Alvin Wan, Lisa Dunlap, Wan, Alvin +15 · 8 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural and Evolutionary Computing (cs.NE)
4. ALOHa: A New Measure for Hallucination in Captioning Models
   2024/04/03 by Petryk, Suzanne, Chan, David M., Kachinthaya, Anish +4 · 7 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. CLAIR: Evaluating Image Captions with Large Language Models
   2023/10/19 by David M. Chan, Chan, David, Suzanne Petryk +7 · 5 citations
   Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
6. Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting
   2020/10/04 by Ebrahimi, Sayna, Petryk, Suzanne, Gokul, Akash +4 · 2 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. On Guiding Visual Attention with Language Specification
   2022/02/17 by Petryk, Suzanne, Dunlap, Lisa, Nasseri, Keyan +3 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
8. Simple Token-Level Confidence Improves Caption Correctness
   2023/05/11 by Petryk, Suzanne, Whitehead, Spencer, Gonzalez, Joseph E. +3 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
9. Enhancement in surface mobility and quantum transport of Bi_(2-x)Sb_(x)Te_(3-y)Se_(y) topological insulator by controlling the crystal growth conditions
   2018/05/23 by Han, Kyu-Bum, Chong, Su Kong, Nagaoka, Akira +4 · 1 citation
   #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
10. Data-Centric AI Governance: Addressing the Limitations of Model-Focused Policies
    2024/09/25 by Ritwik Gupta, Gupta, Ritwik, Leah Walker +13 · 1 voice
    Social Sciences · #Ethics and Social Impacts of AI #cs.AI #cs.CY
11. Hyperbolic Learning with Multimodal Large Language Models
    2024/08/09 by Mandica, Paolo, Franco, Luca, Kallidromitis, Konstantinos +2 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)