Dilan Görür

Computer Science · Physical Sciences

14h-index889citations32works5.72yr avg
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Research Topics

Bayesian Methods and Mixture Models(14), Domain Adaptation and Few-Shot Learning(7), Multimodal Machine Learning Applications(5), Neural Networks and Applications(4), Statistical Methods and Inference(3)

Publications32 total

Enhancing LLM Planning Capabilities through Intrinsic Self-Critique
ArXiv.org·2025Open Access
Enhancing LLM Planning Capabilities through Intrinsic Self-Critique
arXiv (Cornell University)·2025Open Access
Towards Responsible Development of Generative AI for Education: An Evaluation-Driven Approach
arXiv (Cornell University)·2024· 17 citedOpen Access
Is forgetting less a good inductive bias for forward transfer?
arXiv (Cornell University)·2023· 1 citedOpen Access
Architecture Matters in Continual Learning
arXiv (Cornell University)·2022· 25 citedOpen Access
One Pass ImageNet
arXiv (Cornell University)·2021Open Access
One Pass ImageNet
arXiv (Cornell University)·2021Open Access
Wide Neural Networks Forget Less Catastrophically
arXiv (Cornell University)·2021· 4 citedOpen Access
Linear Mode Connectivity in Multitask and Continual Learning
2021· 31 cited
Linear Mode Connectivity in Multitask and Continual Learning
arXiv (Cornell University)·2020· 13 citedOpen Access
A maximum-entropy approach to off-policy evaluation in average-reward MDPs
arXiv (Cornell University)·2020Open Access
A maximum-entropy approach to off-policy evaluation in average-reward\n MDPs
arXiv (Cornell University)·2020Open Access
Hybrid Models with Deep and Invertible Features
arXiv (Cornell University)·2019· 34 citedOpen Access
Do Deep Generative Models Know What They Don't Know?
arXiv (Cornell University)·2018· 57 citedOpen Access
Scalable Inference on Kingman's Coalescent using Pair Similarity
2012· 6 cited
Concave-Convex Adaptive Rejection Sampling
Journal of Computational and Graphical Statistics·2011· 57 cited
Dirichlet Process Gaussian Mixture Models: Choice of the Base Distribution
Journal of Computer Science and Technology·2010· 159 cited
Indian Buffet Processes with Power-law Behavior
2009· 75 cited
Infinite Hierarchical Hidden Markov Models
UCL Discovery (University College London)·2009· 25 cited
Nonparametric mixtures of factor analyzers
2009· 6 cited
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Frequent Co-authors

Yee Whye Teh(8), Mehrdad Farajtabar(6), Carl Edward Rasmussen(5), Seyed Iman Mirzadeh(4), Razvan Pascanu(4), Arslan Chaudhry(4), Dong Yin(3), Nir Levine(3), Huiyi Hu(3), CE Rasmussen(3), Eric Nalisnick(2), Akihiro Matsukawa(2), Balaji Lakshminarayanan(2), Hassan Ghasemzadeh(2), Timothy Nguyen(2), Andreas S. Tolias(2), Fabian H. Sinz(2), Nikos K. Logothetis(2), Daniele Calandriello(2), Bernd Bohnet(2)