3 papers
eess.IV2024
Fundus Image-based Visual Acuity Assessment with PAC-Guarantees
Sooyong Jang, Kuk Jin Jang, Hyonyoung Choi +4
Timely detection and treatment are essential for maintaining eye health. Visual acuity (VA), which measures the clarity of vision at a distance, is a crucial metric for managing ey…
cs.CL2024
Benchmarking LLM Guardrails in Handling Multilingual Toxicity
Yahan Yang, Soham Dan, Dan Roth +1
With the ubiquity of Large Language Models (LLMs), guardrails have become crucial to detect and defend against toxic content. However, with the increasing pervasiveness of LLMs in…
cs.LG2023
IBCL: Zero-shot Model Generation for Task Trade-offs in Continual Learning
Pengyuan Lu, Michele Caprio, Eric Eaton +1
Like generic multi-task learning, continual learning has the nature of multi-objective optimization, and therefore faces a trade-off between the performance of different tasks. Tha…