Oya Celiktutan
10 papers · 2021–2026 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (24) π Conference Polyglot Β· Silver
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Research topics
Machine Learning
(8)
Artificial Intelligence
(5)
Learning Types
(5)
Reinforcement Learning
(4)
Core AI
(4)
Methods
(4)
Application Areas
(3)
Learning Paradigms Β· Artificial Intelligence
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Deep Learning
(1)
Analysis
(1)
Applications
(1)
Core Methods
(1)
Learning Paradigms Β· Machine Learning
(1)
Keywords
deep reinforcement learning
(3)
catastrophic forgetting
(2)
continual learning
(2)
temporal difference learning
(2)
reinforcement learning
(2)
mutual information
(2)
off-policy reinforcement learning
(2)
decision making
(1)
transfer learning
(1)
adversarial learning
(1)
domain generalization
(1)
domain adaptation
(1)
neural network optimization
(1)
policy gradient
(1)
policy optimization
(1)
flow matching
(1)
policy learning
(1)
incremental learning
(1)
motion synthesis
(1)
imitation learning
(1)
Papers
A Closed-Form Solution for Debiasing Vision-Language Models with Utility Guarantees Across Modalities and Tasks
CVPR 2026
Fair Domain Generalization: An Information-Theoretic View
AAAI 2026
Unified Number-Free Text-to-Motion Generation Via Flow Matching
CVPR 2026
A Simple Recipe to Meta-Learn Forward and Backward Transfer
ICCV 2023
Learning Pessimism for Reinforcement Learning
AAAI 2023
Neural Weight Search for Scalable Task Incremental Learning
WACV 2023
Policy Gradient With Serial Markov Chain Reasoning
NeurIPS 2022
Stabilizing Off-Policy Deep Reinforcement Learning from Pixels
ICML 2022
Domain-Robust Visual Imitation Learning with Mutual Information Constraints
ICLR 2021
Learning Routines for Effective Off-Policy Reinforcement Learning
ICML 2021