Akshay Kumar

3 papers · 2015–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze

Venues

NAACL (2) JMLR (1)

Top co-authors

Jarvis Haupt (1) Vasu Sharma (1) Puneet Singh (1) Rajat Kulshreshtha (1) Yezhou Yang (1) Nishant Agrawal (1) Chitta Baral (1) Shailaja Keyur Sampat (1)

Research topics

Artificial Intelligence (1) Machine Learning (1) Natural Language Processing (1) Applications (1) Core AI (1) Optimization & Theory (1)

Keywords

visual question answering (1) weight initialization (1) gradient flow (1) vision-language model (1) saddle point (1) joint reasoning (1) neural network (1) hypothetical reasoning (1) homogeneous network (1)

Papers

Towards Understanding Gradient Flow Dynamics of Homogeneous Neural Networks Beyond the Origin JMLR 2025 CLEVR_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images NAACL 2021 Analyzing Newspaper Crime Reports for Identification of Safe Transit Paths NAACL 2015