2 papers
cs.AI2026
Evaluating Deep Research Agents on Expert Consulting Work: A Benchmark with Verifiers, Rubrics, and Cognitive Traps
Tanmay Asthana, Aman Saksena, Divyansh Sahu
Frontier deep research agents (DRAs) are being deployed in enterprise workflows faster than they are being evaluated. Existing benchmarks measure factual recall, single-hop QA, or…
eess.IV2024
Accelerated Image-Aware Generative Diffusion Modeling
Tanmay Asthana, Yufang Bao, Hamid Krim
We propose in this paper an analytically new construct of a diffusion model whose drift and diffusion parameters yield an exponentially time-decaying Signal to Noise Ratio in the f…