Tinaz, Berk

6 publications

NeurIPS 2025 Emergence and Evolution of Interpretable Concepts in Diffusion Models Berk Tinaz, Zalan Fabian, Mahdi Soltanolkotabi

NeurIPS 2025 Hyperphantasia: A Benchmark for Evaluating the Mental Visualization Capabilities of Multimodal LLMs Mohammad Shahab Sepehri, Berk Tinaz, Zalan Fabian, Mahdi Soltanolkotabi

ICML 2024 Adapt and Diffuse: Sample-Adaptive Reconstruction via Latent Diffusion Models Zalan Fabian, Berk Tinaz, Mahdi Soltanolkotabi

ICML 2024 DiracDiffusion: Denoising and Incremental Reconstruction with Assured Data-Consistency Zalan Fabian, Berk Tinaz, Mahdi Soltanolkotabi

NeurIPSW 2023 Adapt and Diffuse: Sample-Adaptive Reconstruction via Latent Diffusion Models Zalan Fabian, Berk Tinaz, Mahdi Soltanolkotabi

NeurIPS 2022 HUMUS-Net: Hybrid Unrolled Multi-Scale Network Architecture for Accelerated MRI Reconstruction Zalan Fabian, Berk Tinaz, Mahdi Soltanolkotabi