Kanghyun Choi
4 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
AAAI (1)
CVPR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
knowledge distillation
(2)
model quantization
(2)
model compression
(2)
vision transformer
(1)
data-free learning
(1)
neural network optimization
(1)
synthetic data generation
(1)
edge computing
(1)
attention alignment
(1)
attention distillation
(1)
data-free quantization
(1)
inter-head attention
(1)
neural network compression
(1)
zero-shot learning
(1)
Papers
MimiQ: Low-Bit Data-Free Quantization of Vision Transformers with Encouraging Inter-Head Attention Similarity
AAAI 2025
DataFreeShield: Defending Adversarial Attacks without Training Data
ICML 2024
It's All in the Teacher: Zero-Shot Quantization Brought Closer to the Teacher
CVPR 2022
Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples
NIPS 2021