Alumni

POSTECH AI (23.03--25.08): "Image Coding for Machine with Robustness under Group Shifts"

Expertise. Data Compression, Multimodal AI

Next step. AITRICS

POSTECH EE (23.09--25.08): "Prompt-based depth pruning of large language models"

Expertise. Model Compression, LLM

Next step. SKT

POSTECH Defense Science (23.03--25.02): "Towards Federated Low-Rank Adaptation with Rank-Heterogeneous Communication"

Expertise. Federated Learning, High-res Videos

Next step. ROKMC

M.S. @ POSTECH EE (22.03--24.08): "The role of masking for efficient supervised knowledge distillation of vision transformers"

Expertise. Model compression of large transformers, using quantization and distillation

Next step. Samsung Research, and then to Qualcomm

M.S. @ POSTECH EE (22.09--24.08): "Neural image compression with text-guided encoding for both pixel-level and perceptual fidelity"

Expertise. Multimodal data compression

Next step. KBSI (한국기초과학지원연구원), and then to Samsung AI Center

M.S. @ POSTECH EE (22.03--24.02): "Semi-ensemble: A simple approach to over-parameterized model interpolation"

Expertise. Model Merging, federated learning, and knowledge distillation

Next step. Fasoo

M.S. @ POSTECH EE (22.03--24.02): "In search of a data transformation that accelerates neural field training"

Expertise. Fast training of neural fields

Next step. LivsMed (전문연구요원)