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Sebastian Seung

4 papers · 2008–2022 · 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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+3 more ↓ 🌍 Conference Polyglot Β· Bronze πŸƒ Academic Marathon Β· Half πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird
🌱 Topic Pioneer 🧭 Keyword Pioneer πŸ“ˆ Trend Setter

Venues

NeurIPS (3) IJCAI (1)

Top co-authors

Daniel Lee (1) Kyle Luther (1) Riley Simmons-Edler (1) Eric Mitchell (1) Srinivas C. Turaga (1) Daniel Yang (1) Anthony Bisulco (1) Ben Eisner (1) Viren Jain (1) Kevin Briggman (1)

Research topics

Machine Learning (4) Learning Types Β· Machine Learning (3) Computer Vision (2) Deep Learning (2) Core Methods (2) Learning Types Β· Deep Learning (2) Processing (2) Reinforcement Learning (1) Analysis (1) Architectures (1) Methods (1) Optimization & Theory (1)

Keywords

unsupervised learning (1) deep reinforcement learning (1) image segmentation (1) mean field theory (1) feature learning (1) online learning (1) image denoising (1) natural images (1) value function (1) correlation-based learning (1) natural image restoration (1) kernel matrix (1) affinity learning (1) rand index (1) graph partitioning (1) natural image processing (1) affinity graph (1) pixel connectivity (1) temporal difference (1) intrinsic motivation (1)

Papers

Kernel similarity matching with Hebbian networks NeurIPS 2022 Reward Prediction Error as an Exploration Objective in Deep RL IJCAI 2020 Maximin affinity learning of image segmentation NeurIPS 2009 Natural Image Denoising with Convolutional Networks NeurIPS 2008