5 papers
Randomized YaRN Improves Length Generalization for Long-Context Reasoning
Manas Mehta, Fangcong Yin, Greg Durrett
Large language models (LLMs) are typically pretrained on short sequences and then extended to work on longer sequences with additional training. However, such LLMs still struggle t…
Expressing Social Emotions: Misalignment Between LLMs and Human Cultural Emotion Norms
Sree Bhattacharyya, Manas Mehta, Leona Chen +4
The expression of emotions that serve social purposes, such as asserting independence or fostering interdependence, is central to human interactions and varies systematically acros…
RulerNet: Learning Perspective-Invariant Ruler Representations for Robust Image Scale Estimation
Yimu Pan, Manas Mehta, Gwen Sincerbeaux +3
Accurately converting pixel measurements into absolute real-world dimensions remains a fundamental challenge in computer vision, limiting progress in applications such as biomedici…
VLCD: Vision-Language Contrastive Distillation for Accurate and Efficient Automatic Placenta Analysis
Manas Mehta, Yimu Pan, Kelly Gallagher +5
Pathological examination of the placenta is an effective method for detecting and mitigating health risks associated with childbirth. Recent advancements in AI have enabled the use…
Developing IncidentUI -- A Ride Comfort and Disengagement Evaluation Application for Autonomous Vehicles
Manas Mehta, Nugzar Chkhaidze, Yizhen Wang
This report details the design, development, and implementation of IncidentUI, an Android tablet application designed to measure user-experienced ride comfort and record disengagem…