Jun Seo

5 papers · 2019–2024 · 3 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 📈 Trend Setter

Conferences

ICML (3) ICLR (1) NIPS (1)

Top co-authors

Jaekyun Moon (5) Do-Yeon Kim (4) Dong-Jun Han (3) Sung Whan Yoon (2) Younghyun Park (1)

Keywords

few-shot learning (3) metric learning (1) feature extraction (1) embedding space (1) incremental learning (1) communication efficiency (1) model initialization (1) task-adaptive projection (1) task-adaptive representation (1) federated learning (1) neural network (1)

Papers

Achieving Lossless Gradient Sparsification via Mapping to Alternative Space in Federated Learning ICML 2024

Warping the Space: Weight Space Rotation for Class-Incremental Few-Shot Learning ICLR 2023

Few-Round Learning for Federated Learning NIPS 2021

XtarNet: Learning to Extract Task-Adaptive Representation for Incremental Few-Shot Learning ICML 2020

TapNet: Neural Network Augmented with Task-Adaptive Projection for Few-Shot Learning ICML 2019