← Authors

Namuk Park

4 papers · 2021–2023 · 3 conferences · across top CS/AI conferences

Achievements

πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (13) πŸ—ΊοΈ Taxonomy Completionist (11) ❓ The Questioner (2)

Conferences

ICLR (2) AAAI (1) ICML (1)

Top co-authors

Songkuk Kim (3) Sangdoo Yun (1) Taekyu Lee (1) Byeongho Heo (1) Taekyung Kim (1) Wonjae Kim (1)

Keywords

uncertainty estimation (2) bayesian neural network (2) loss landscape (1) vector quantization (1) data stream (1) convolutional neural network (1) feature map (1) ensemble method (1) latency reduction (1) semantic segmentation (1) spatial smoothing (1) uncertainty quantification (1)

Papers

What Do Self-Supervised Vision Transformers Learn? ICLR 2023
How Do Vision Transformers Work? ICLR 2022
Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness ICML 2022
Vector Quantized Bayesian Neural Network Inference for Data Streams AAAI 2021