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20182026
most citedA Review of Deep Learning Techniques for Speech Processing

22 citations · 63 across the 28 of their papers we have counts for

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cs.AI2026

MNIST-PRO: MNIST is Back as a Partially Observable World for AI Agents

Vernon Toh, Navonil Majumder, Zhengyuan Liu +2

AI agents in partially observable environments need to coordinate active sensing with working memory to maintain an evolving perceptual state. However, existing benchmarks struggle…

cs.AI2026

IDEAgent: Agentic Quality-Diversity Search for Research Idea Generation

Varun Gumma, Navonil Majumder, Soumitra Sinhahajari +1

Large Language Models (LLMs) have significantly automated the process of scientific discovery over the past few years. However, existing systems share one core limitation: they gen…