2 citations · 3 across the 7 of their papers we have counts for
4 papers · 1 filter
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…
Carousel: A High-Resolution Dataset for Multi-Target Automatic Image Cropping
Rafe Loya, Andrew Hamara, Benjamin Estell +2
Automatic image cropping is a method for maximizing the human-perceived quality of cropped regions in photographs. Although several works have proposed techniques for producing sin…
Efficient Multi-Crop Saliency Partitioning for Automatic Image Cropping
Andrew Hamara, Andrew C. Freeman
Automatic image cropping aims to extract the most visually salient regions while preserving essential composition elements. Traditional saliency-aware cropping methods optimize a s…
Learning to Plan via Supervised Contrastive Learning and Strategic Interpolation: A Chess Case Study
Andrew Hamara, Greg Hamerly, Pablo Rivas +1
Modern chess engines achieve superhuman performance through deep tree search and regressive evaluation, while human players rely on intuition to select candidate moves followed by…