AWD3: Dynamic Reduction of the Estimation Bias. - Dogan Can Çiçek; Enes Duran; Baturay Saglam; Kagan Kaya; Furkan B. Mutlu; Suleyman S. Kozat (ICTAI, 2021)

Off-Policy Correction for Deep Deterministic Policy Gradient Algorithms via Batch Prioritized Experience Replay. - Dogan Can Çiçek; Enes Duran; Baturay Saglam; Furkan B. Mutlu; Suleyman S. Kozat (ICTAI, 2021)

Estimation Error Correction in Deep Reinforcement Learning for Deterministic Actor-Critic Methods. - Baturay Saglam; Enes Duran; Dogan Can Çiçek; Furkan B. Mutlu; Suleyman S. Kozat (ICTAI, 2021)

Parameter-Free Deterministic Reduction of the Estimation Bias in Continuous Control. - Baturay Saglam; Enes Duran; Dogan Can Çiçek; Furkan B. Mutlu; Suleyman S. Kozat (CoRR, 2021)

Bottleneck Sharing Generative Adversarial Networks for Unified Multi-Contrast MR Image Synthesis. - Onat Dalmaz; Baturay Saglam; Kaan Gönç; Salman Ul Hassan Dar; Tolga Çukur (SIU, 2022)

Face Inpainting with Pre-trained Image Transformers. - Kaan Gonc; Baturay Saglam; Suleyman S. Kozat; Hamdi Dibeklioglu (SIU, 2022)

Improving the Performance of Batch-Constrained Reinforcement Learning in Continuous Action Domains via Generative Adversarial Networks. - Baturay Saglam; Onat Dalmaz; Kaan Gonc; Suleyman S. Kozat (SIU, 2022)

Unified Intrinsically Motivated Exploration for Off-Policy Learning in Continuous Action Spaces. - Baturay Saglam; Furkan B. Mutlu; Onat Dalmaz; Suleyman S. Kozat (SIU, 2022)

An Intrinsic Motivation Based Artificial Goal Generation in On-Policy Continuous Control. - Baturay Saglam; Furkan B. Mutlu; Kaan Gonc; Onat Dalmaz; Suleyman S. Kozat (SIU, 2022)

An Optimistic Approach to the Temporal Difference Error in Off-Policy Actor-Critic Algorithms. - Baturay Saglam; Furkan B. Mutlu; Suleyman S. Kozat (SSCI, 2022)

Safe and Robust Experience Sharing for Deterministic Policy Gradient Algorithms. - Baturay Saglam; Dogan Can Çiçek; Furkan B. Mutlu; Suleyman S. Kozat (CoRR, 2022)

Off-Policy Correction for Actor-Critic Algorithms in Deep Reinforcement Learning. - Baturay Saglam; Dogan Can Çiçek; Furkan B. Mutlu; Suleyman S. Kozat (CoRR, 2022)

Deep Reinforcement Learning Based Joint Downlink Beamforming and RIS Configuration in RIS-Aided MU-MISO Systems Under Hardware Impairments and Imperfect CSI. - Baturay Saglam; Doga Gürgünoglu; Suleyman S. Kozat (ICC Workshops, 2023)

User Feedback-based Online Learning for Intent Classification. - Kaan Gönç; Baturay Saglam; Onat Dalmaz; Tolga Çukur; Suleyman Serdar Kozat; Hamdi Dibeklioglu (ICMI, 2023)

Denoising Diffusion Adversarial Models for Unconditional Medical Image Generation. - Onat Dalmaz; Baturay Saglam; Gökberk Elmas; Muhammad Usama Mirza; Tolga Çukur (SIU, 2023)

Actor Prioritized Experience Replay. - Baturay Saglam; Furkan B. Mutlu; Dogan Can Çiçek; Suleyman S. Kozat (J. Artif. Intell. Res., 2023)

Deep intrinsically motivated exploration in continuous control. - Baturay Saglam; Suleyman S. Kozat (Mach. Learn., 2023)

Actor Prioritized Experience Replay (Abstract Reprint). - Baturay Saglam; Furkan B. Mutlu; Dogan Can Çiçek; Suleyman S. Kozat (AAAI, 2024)

Compatible Gradient Approximations for Actor-Critic Algorithms. - Baturay Saglam; Dionysis Kalogerias (CoRR, 2024)

Mitigating Off-Policy Bias in Actor-Critic Methods with One-Step Q-learning: A Novel Correction Approach. - Baturay Saglam; Dogan Can Çiçek; Furkan Burak Mutlu; Suleyman S. Kozat (Trans. Mach. Learn. Res., 2024)

Parameter-Free Reduction of the Estimation Bias in Deep Reinforcement Learning for Deterministic Policy Gradients. - Baturay Saglam; Furkan B. Mutlu; Dogan Can Çiçek; Suleyman Serdar Kozat (Neural Process. Lett., 2024)

Learning Task Representations from In-Context Learning. - Baturay Saglam; Xinyang Hu; Zhuoran Yang; Dionysis Kalogerias; Amin Karbasi (ACL (Findings), 2025)

Learning Task Representations from In-Context Learning. - Baturay Saglam; Zhuoran Yang; Dionysis Kalogerias; Amin Karbasi (CoRR, 2025)

Llama-3.1-FoundationAI-SecurityLLM-Base-8B Technical Report. - Paul Kassianik; Baturay Saglam; Alexander Chen; Blaine Nelson; Anu Vellore; Massimo Aufiero; Fraser Burch; Dhruv Kedia; Avi Zohary; Sajana Weerawardhena; Aman Priyanshu; Adam Swanda; et al. (CoRR, 2025)

Large Language Models Encode Semantics in Low-Dimensional Linear Subspaces. - Baturay Saglam; Paul Kassianik; Blaine Nelson; Sajana Weerawardhena; Yaron Singer; Amin Karbasi (CoRR, 2025)

Llama-3.1-FoundationAI-SecurityLLM-8B-Instruct Technical Report. - Sajana Weerawardhena; Paul Kassianik; Blaine Nelson; Baturay Saglam; Anu Vellore; Aman Priyanshu; Supriti Vijay; Massimo Aufiero; Arthur Goldblatt; Fraser Burch; Ed Li; Jianliang He; et al. (CoRR, 2025)