Taeho Kim
5 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Deep Learning
(2)
Machine Learning
(2)
Natural Language Processing
(2)
Applications · Data Science & Analytics
(2)
Core AI
(2)
Optimization & Theory · Machine Learning
(2)
Speech & Audio
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Synthesis
(1)
Keywords
speech synthesis
(1)
passage retrieval
(1)
nearest neighbor search
(1)
inverted index
(1)
item recommendation
(1)
diffusion model
(1)
model fine-tuning
(1)
memory optimization
(1)
classifier-free guidance
(1)
neural vocoder
(1)
distributed fine-tuning
(1)
gpu memory estimation
(1)
multi-gpu setup
(1)
conversational recommender system
(1)
large language model fine-tuning
(1)
product quantization
(1)
large language model
(1)
transformer model
(1)
adaptive item selection
(1)
groupwise learning
(1)
Papers
ESPRESSO: An Effective Approach to Passage Retrieval for High-Quality Conversational Recommender Systems
AAAI 2025
LLMem: Estimating GPU Memory Usage for Fine-Tuning Pre-Trained LLMs
IJCAI 2024
Prior-free Guided TTS: An Improved and Efficient Diffusion-based Text-Guided Speech Synthesis
Interspeech 2023
CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN Execution
ECCV 2022
Product Quantizer Aware Inverted Index for Scalable Nearest Neighbor Search
ICCV 2021