3 papers
cs.LG2026
Learning Empirically Admissible Neural Heuristics for Combinatorial Search
Siddharth Sahay
Finding optimal solution paths for combinatorial puzzles like the Rubik's Cube, sliding tile puzzles, and Lights Out remains a classical challenge in artificial intelligence. Heuri…
cs.CV2025
Generalizable Blood Cell Detection via Unified Dataset and Faster R-CNN
Siddharth Sahay
This paper presents a comprehensive methodology and comparative performance analysis for the automated classification and object detection of peripheral blood cells (PBCs) in micro…
cs.LG2025
A U-Net and Transformer Pipeline for Multilingual Image Translation
Siddharth Sahay, Radhika Agarwal
This paper presents an end-to-end multilingual translation pipeline that integrates a custom U-Net for text detection, the Tesseract engine for text recognition, and a from-scratch…