2 papers
cs.CV2026
Efficient Domain Adaptation for Text Line Recognition via Decoupled Language Models
Arundhathi Dev, Justin Zhan
Optical character recognition remains critical infrastructure for document digitization, yet state-of-the-art performance is often restricted to well-resourced institutions by proh…
cs.LG2026
Self-Tuning Sparse Attention: Multi-Fidelity Hyperparameter Optimization for Transformer Acceleration
Arundhathi Dev, Justin Zhan
Sparse attention mechanisms promise to break the quadratic bottleneck of long-context transformers, yet production adoption remains limited by a critical usability gap: optimal hyp…