Yerlan Idelbayev
9 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (5)
🗺️
Taxonomy Completionist
(17)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
Conferences
CVPR (6)
ECCV (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
model compression
(5)
diffusion model
(3)
knowledge distillation
(3)
image generation
(2)
text-to-image generation
(2)
neural network quantization
(2)
alternating optimization
(1)
vector quantization
(1)
matrix factorization
(1)
efficient computing
(1)
stable diffusion
(1)
matrix approximation
(1)
neural network pruning
(1)
rank optimization
(1)
text-to-image diffusion
(1)
controllable generation
(1)
hyperparameter optimization
(1)
weight pruning
(1)
neural network compression
(1)
dimensionality reduction
(1)
Papers
SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training
CVPR 2025
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model
NIPS 2024
TextCraftor: Your Text Encoder Can be Image Quality Controller
CVPR 2024
Efficient Training with Denoised Neural Weights
ECCV 2024
E$^2$GAN: Efficient Training of Efficient GANs for Image-to-Image Translation
ICML 2024
Optimal Quantization Using Scaled Codebook
CVPR 2021
Low-Rank Compression of Neural Nets: Learning the Rank of Each Layer
CVPR 2020
Structured Multi-Hashing for Model Compression
CVPR 2020
“Learning-Compression” Algorithms for Neural Net Pruning
CVPR 2018