Prathosh A P

4 papers · 2020–2026 · 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 · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

UAI (2) WACV (2)

Top co-authors

Aditya Chandrasekar (2) Arnab Mondal (2) Suhas Srinath (2) Hemang Jamadagni (2) Himanshu Asnani (2) Sudipto Mukherjee (1) Parag Singla (1) Sankalan Pal Chowdhury (1) Rajiv Soundararajan (1) Aravind Jayendran (1)

Research topics

Machine Learning (4) Core Methods (4) Deep Learning (3) Learning Types · Machine Learning (2) Artificial Intelligence (1) Computer Vision (1) Architectures (1) Core AI (1) Domain-Specific (1) Generation (1) Learning Types · Deep Learning (1) Models (1) Optimization & Theory (1) Processing (1)

Keywords

representation learning (1) contrastive learning (1) image restoration (1) video enhancement (1) object tracking (1) information theoretic (1) real-time processing (1) conditional mutual information (1) generative model (1) diffusion model (1) generative prior (1) physics-informed learning (1) neural estimator (1) latent space (1) generative adversarial network (1) temporal consistency (1) min-max optimization (1) mode collapse (1) adversarial autoencoder (1) underwater imaging (1)

Papers

MANTA: Physics-Informed Generalized Underwater Object Tracking WACV 2026 UnDIVE: Generalized Underwater Video Enhancement using Generative Priors WACV 2025 C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation UAI 2020 MaskAAE: Latent space optimization for Adversarial Auto-Encoders UAI 2020