Taesu Kim
11 papers · 2017–2024 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze
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Top co-authors
Research topics
Machine Learning
(11)
Artificial Intelligence
(7)
Core AI
(7)
Application Areas
(5)
Deep Learning
(4)
Core Methods
(4)
Speech & Audio
(3)
Optimization & Theory
(3)
Learning Types
(2)
Models
(2)
Techniques
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Analysis
(1)
Bayesian & Probabilistic
(1)
Keywords
model compression
(3)
weight quantization
(3)
weight pruning
(2)
sparse matrix
(2)
large language model
(2)
diffusion model
(2)
efficient computing
(1)
neural architecture search
(1)
gradient-based optimization
(1)
linear discriminant analysis
(1)
viterbi algorithm
(1)
gaussian mixture model
(1)
image synthesis
(1)
memory efficiency
(1)
locality sensitive hashing
(1)
controllable generation
(1)
parameter-efficient fine-tuning
(1)
variational bayesian
(1)
mixed-precision quantization
(1)
embedding learning
(1)
Papers
Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models
NeurIPS 2024
OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Models
AAAI 2024
SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks
ICML 2024
Leveraging Early-Stage Robustness in Diffusion Models for Efficient and High-Quality Image Synthesis
NeurIPS 2023
Searching for Robust Binary Neural Networks via Bimodal Parameter Perturbation
WACV 2023
EdiTTS: Score-based Editing for Controllable Text-to-Speech
Interspeech 2022
Text-driven Emotional Style Control and Cross-speaker Style Transfer in Neural TTS
Interspeech 2022
Double Viterbi: Weight Encoding for High Compression Ratio and Fast On-Chip Reconstruction for Deep Neural Network
ICLR 2019
Large-Scale Speaker Retrieval on Random Speaker Variability Subspace
Interspeech 2019
Viterbi-based Pruning for Sparse Matrix with Fixed and High Index Compression Ratio
ICLR 2018
Speaker Clustering by Iteratively Finding Discriminative Feature Space and Cluster Labels
Interspeech 2017