Aibek Alanov
13 papers · 2022–2026 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (32) ποΈ Keyword Collector (65)
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Century Club Β· Bronze
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Unstoppable Β· Bronze
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Renaissance Researcher
(5)
Top co-authors
Research topics
Deep Learning
(9)
Models
(7)
Computer Vision
(6)
Generation
(6)
Machine Learning
(5)
Application Areas
(4)
Learning Types Β· Deep Learning
(4)
Learning Types Β· Machine Learning
(3)
Artificial Intelligence
(2)
Speech & Audio
(2)
Core AI
(2)
Optimization & Theory
(2)
Processing
(2)
Synthesis
(2)
Techniques
(2)
Keywords
image generation
(3)
generative adversarial network
(2)
speech enhancement
(2)
diffusion model
(2)
transfer learning
(2)
domain adaptation
(2)
latent space
(2)
orthogonal finetuning
(2)
image reconstruction
(1)
multimodal learning
(1)
few-shot learning
(1)
privacy preservation
(1)
structured matrix
(1)
image editing
(1)
knowledge distillation
(1)
3d shape generation
(1)
matrix decomposition
(1)
model forgetting
(1)
machine unlearning
(1)
model merging
(1)
Papers
One Algorithm to Align Them All
CVPR 2026
OrthoFuse: Training-free Riemannian Fusion of Orthogonal Style-Concept Adapters for Diffusion Models
CVPR 2026
T-LoRA: Single Image Diffusion Model Customization Without Overfitting
AAAI 2026
CLEAR: Character Unlearning in Textual and Visual Modalities
ACL 2025
Group and Shuffle: Efficient Structured Orthogonal Parametrization
NeurIPS 2024
Guide-and-Rescale: Self-Guidance Mechanism for Effective Tuning-Free Real Image Editing
ECCV 2024
HairFastGAN: Realistic and Robust Hair Transfer with a Fast Encoder-Based Approach
NeurIPS 2024
The Devil is in the Details: StyleFeatureEditor for Detail-Rich StyleGAN Inversion and High Quality Image Editing
CVPR 2024
Iterative autoregression: a novel trick to improve your low-latency speech enhancement model
Interspeech 2023
Star-Shaped Denoising Diffusion Probabilistic Models
NeurIPS 2023
StyleDomain: Efficient and Lightweight Parameterizations of StyleGAN for One-shot and Few-shot Domain Adaptation
ICCV 2023
FFC-SE: Fast Fourier Convolution for Speech Enhancement
Interspeech 2022
HyperDomainNet: Universal Domain Adaptation for Generative Adversarial Networks
NeurIPS 2022