Pawan Kumar

5 papers · 2013–2022 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

WACV (3) AAAI (1) IJCNLP (1)

Top co-authors

Siddhant Katyan (2) Shrutimoy Das (2) Rashid Ahmad (1) Jayadev Naram (1) Dhanajit Brahma (1) Tanmay Kumar Sinha (1) Banshi Chaudhary (1) Piyush Rai (1) Mukul Sinha (1) Harish Karnick (1)

Research topics

Machine Learning (3) Optimization & Theory (2) Computer Science (1) Computer Vision (1) Deep Learning (1) Mathematics & Optimization (1) Applications (1) Core Methods (1) Mathematics (1) Optimization (1) Processing (1) Techniques (1)

Keywords

bundle adjustment (2) numerical optimization (1) image inpainting (1) tensor completion (1) transformer network (1) ranking loss (1) least square (1) nonlinear least square (1) bidirectional encoder (1) sentence ordering (1) video completion (1) dual formulation (1) two-grid method (1) generalized minimal residual (1) eigenvalue deflation (1) attention mechanism (1) nonnegative low-rank (1)

Papers

Nonnegative Low-Rank Tensor Completion via Dual Formulation With Applications to Image and Video Completion WACV 2022 A Deflation Based Fast and Robust Preconditioner for Bundle Adjustment WACV 2021 Deep Attentive Ranking Networks for Learning to Order Sentences AAAI 2020 Two-Grid Preconditioned Solver for Bundle Adjustment WACV 2020 Dashboard: A Tool for Integration, Validation, and Visualization of Distributed NLP Systems on Heterogeneous Platforms IJCNLP 2013