Taesu Kim
11 papers · 2017–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (7) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (6) π Cross-Pollinator (12)
πΊοΈ
Taxonomy Completionist
(21)
π
Conference Polyglot
(6)
π
Academic Marathon
(7)
π
Grand Slam
π
Century Club
(11)
π
Conference Pioneer
Conferences
INTERSPEECH (4)
ICLR (2)
NIPS (2)
AAAI (1)
ICML (1)
WACV (1)
Top co-authors
Keywords
weight quantization
(2)
large language model
(2)
diffusion model
(2)
embedding learning
(1)
image synthesis
(1)
neural architecture search
(1)
efficient computing
(1)
variational bayesian
(1)
locality sensitive hashing
(1)
linear discriminant analysis
(1)
gaussian mixture model
(1)
memory efficiency
(1)
parameter-efficient fine-tuning
(1)
controllable generation
(1)
mixed-precision quantization
(1)
model binarization
(1)
random subspace
(1)
binary neural network
(1)
speaker clustering
(1)
discriminative feature space
(1)
Papers
SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks
ICML 2024
Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models
NIPS 2024
OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Models
AAAI 2024
Searching for Robust Binary Neural Networks via Bimodal Parameter Perturbation
WACV 2023
Leveraging Early-Stage Robustness in Diffusion Models for Efficient and High-Quality Image Synthesis
NIPS 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
Large-Scale Speaker Retrieval on Random Speaker Variability Subspace
INTERSPEECH 2019
Double Viterbi: Weight Encoding for High Compression Ratio and Fast On-Chip Reconstruction for Deep Neural Network
ICLR 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