Nikita Gushchin

7 papers · 2023–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 👑 Triple Crown

🏆 Keyword Champion (2)

Venues

NeurIPS (3) ICLR (2) ICML (2)

Top co-authors

Evgeny Burnaev (7) Alexander Korotin (7) Alexander Kolesov (3) Daniil Selikhanovych (2) Sergei Kholkin (2) Petr Mokrov (2) David Li (1) Polina Karpikova (1) Andrei Spiridonov (1) Dmitry P Vetrov (1)

Research topics

Deep Learning (6) Machine Learning (6) Models (6) Optimization & Theory (4) Mathematics & Optimization (3) Core Methods (3) Optimization (3) Computer Vision (1) Application Areas (1) Architectures (1) Generation (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

schrödinger bridge (4) optimal transport (3) diffusion model (3) schrodinger bridge (2) probability distribution (2) generative model (2) entropic optimal transport (2) energy-based model (1) generative adversarial network (1) adversarial generative model (1) domain translation (1) denoising diffusion (1) inference acceleration (1) generation quality (1) gaussian mixture (1) transport plan (1) neural network (1) optimal matching (1) denoising diffusion gan (1) energy-based modeling (1)

Papers

Inverse Bridge Matching Distillation ICML 2025 Adversarial Schrödinger Bridge Matching NeurIPS 2024 Energy-guided Entropic Neural Optimal Transport ICLR 2024 Light and Optimal Schrödinger Bridge Matching ICML 2024 Light Schrödinger Bridge ICLR 2024 Building the Bridge of Schrödinger: A Continuous Entropic Optimal Transport Benchmark NeurIPS 2023 Entropic Neural Optimal Transport via Diffusion Processes NeurIPS 2023