Showing cs.LGShow all
3 papers · 1 filter
cs.LG2025
Latent Planning via Embedding Arithmetic: A Contrastive Approach to Strategic Reasoning
Andrew Hamara, Greg Hamerly, Pablo Rivas +1
Planning in high-dimensional decision spaces is increasingly being studied through the lens of learned representations. Rather than training policies or value heads, we investigate…
cs.LG2025
Predicting Traffic Accident Severity with Deep Neural Networks
Meghan Bibb, Pablo Rivas, Mahee Tayba
Traffic accidents can be studied to mitigate the risk of further events. Recent advances in machine learning have provided an alternative way to study data associated with traffic…
cs.LG2025
Leveraging OpenFlamingo for Multimodal Embedding Analysis of C2C Car Parts Data
Maisha Binte Rashid, Pablo Rivas
In this paper, we aim to investigate the capabilities of multimodal machine learning models, particularly the OpenFlamingo model, in processing a large-scale dataset of consumer-to…