70 citations · 70 across the 2 of their papers we have counts for
3 papers
cs.LG2023
Analyzing Transformer Dynamics as Movement through Embedding Space
Sumeet S. Singh
Transformer based language models exhibit intelligent behaviors such as understanding natural language, recognizing patterns, acquiring knowledge, reasoning, planning, reflecting a…
cs.CV2021★ 70 cited
Full Page Handwriting Recognition via Image to Sequence Extraction
Sumeet S. Singh, Sergey Karayev
We present a Neural Network based Handwritten Text Recognition (HTR) model architecture that can be trained to recognize full pages of handwritten or printed text without image seg…
cs.LG2018
Teaching Machines to Code: Neural Markup Generation with Visual Attention
Sumeet S. Singh
We present a neural transducer model with visual attention that learns to generate LaTeX markup of a real-world math formula given its image. Applying sequence modeling and transdu…