Aibek Alanov
Recent Publications
- Guided Star-Shaped Masked Diffusion (2026) ICML 2026
- OrthoFuse: Training-free Riemannian Fusion of Orthogonal Style-Concept Adapters for Diffusion Models (2026) CVPR 2026
- GAS: Improving Discretization of Diffusion ODEs via Generalized Adversarial Solver (2026) ICLR 2026
- LoRA meets Riemannion: Muon Optimizer for Parametrization-independent Low-Rank Adapters (2026) ICLR 2026
- T-LoRA: Single Image Diffusion Model Customization Without Overfitting (2026) AAAI 2026
- Group and Shuffle: Efficient Structured Orthogonal Parametrization (2024) NeurIPS 2024
- HairFastGAN: Realistic and Robust Hair Transfer with a Fast Encoder-Based Approach (2024) NeurIPS 2024
- Guide-and-Rescale: Self-Guidance Mechanism for Effective Tuning-Free Real Image Editing (2024) ECCV 2024
- The Devil is in the Details: StyleFeatureEditor for Detail-Rich StyleGAN Inversion and High Quality Image Editing (2024) CVPR 2024
- Star-Shaped Denoising Diffusion Probabilistic Models (2023) NeurIPS 2023
- StyleDomain: Efficient and Lightweight Parameterizations of StyleGAN for One-shot and Few-shot Domain Adaptation (2023) ICCV 2023
- HIFI++: A Unified Framework for Bandwidth Extension and Speech Enhancement (2023) ICASSP 2023
- Iterative autoregression: a novel trick to improve your low-latency speech enhancement model (2023) Interspeech 2023
- HyperDomainNet: Universal Domain Adaptation for Generative Adversarial Network (2022) NeurIPS 2022
- FFC-SE: Fast Fourier Convolution for Speech Enhancement (2022) INTERSPEECH 2022