Deniz Oktay

6 papers · 2016–2025 · 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 · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird

Venues

ICLR (5) CVPR (1)

Top co-authors

Ryan P Adams (4) Nick Richardson (2) Johannes Ballé (1) Eder Medina (1) Antonio Torralba (1) Alex Beatson (1) Joshua Aduol (1) Olga Solodova (1) Hamed Pirsiavash (1) Yaniv Ovadia (1)

Research topics

Deep Learning (4) Machine Learning (4) Optimization & Theory (3) Artificial Intelligence (2) Application Areas (2) Architectures (2) Core AI (2) Computer Vision (1) Interdisciplinary (1) Robotics (1) Analysis (1) Capabilities (1) Cognitive Science (1) Learning Types (1) Linguistics (1)

Keywords

automatic differentiation (2) stochastic gradient descent (1) action recognition (1) variational inference (1) gradient-based optimization (1) text mining (1) knowledge transfer (1) cross-modal learning (1) gradient estimation (1) inverse problem (1) memory efficiency (1) arithmetic coding (1) monte carlo method (1) computational geometry (1) neural network weight (1) natural language model (1) differentiable simulator (1) graph neural network (1) multi-agent system (1) neural network control (1)

Papers

Graph Neural Networks Gone Hogwild ICLR 2025 Fiber Monte Carlo ICLR 2024 Neuromechanical Autoencoders: Learning to Couple Elastic and Neural Network Nonlinearity ICLR 2023 Randomized Automatic Differentiation ICLR 2021 Scalable Model Compression by Entropy Penalized Reparameterization ICLR 2020 Predicting Motivations of Actions by Leveraging Text CVPR 2016