Sangtae Ha
4 papers · 2022–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (12) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
CVPR (1)
ECCV (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
face recognition
(1)
medical image segmentation
(1)
efficient computing
(1)
model fine-tuning
(1)
memory optimization
(1)
parallel computation
(1)
resource utilization
(1)
distributed fine-tuning
(1)
gpu memory estimation
(1)
multi-gpu setup
(1)
depthwise convolution
(1)
large language model fine-tuning
(1)
dynamic convolution
(1)
large language model
(1)
transformer model
(1)
tensor operator
(1)
dynamic execution
(1)
layout-aware processing
(1)
efficient convolution
(1)
synchronization barrier
(1)
Papers
LLMem: Estimating GPU Memory Usage for Fine-Tuning Pre-Trained LLMs
IJCAI 2024
ASPEN: Breaking Operator Barriers for Efficient Parallelization of Deep Neural Networks
NIPS 2023
TVConv: Efficient Translation Variant Convolution for Layout-Aware Visual Processing
CVPR 2022
CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN Execution
ECCV 2022