Samet Oymak

10

Papers

28

Total Citations

Papers (10)

Retrieval Augmented Time Series Forecasting

Extrapolation by Association: Length Generalization Transfer In Transformers

NeurIPS 2025arXiv

Test-Time Training Provably Improves Transformers as In-context Learners

A Score-Based Deterministic Diffusion Algorithm with Smooth Scores for General Distributions

From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers

AdMiT: Adaptive Multi-Source Tuning in Dynamic Environments

Can Mamba Learn How To Learn? A Comparative Study on In-Context Learning Tasks

On the Power of Convolution-Augmented Transformer

TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data

Class-Attribute Priors: Adapting Optimization to Heterogeneity and Fairness Objective