← Authors

Sungrack Yun

20 papers · 2012–2025 · 9 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (9) πŸƒ Academic Marathon (13) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (11) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (15) 🌱 Topic Pioneer πŸ† Grand Slam πŸ† Keyword Champion πŸ—ƒοΈ Keyword Collector (102) πŸ“ˆ Trend Setter πŸ’Ž Century Club (20) πŸ”₯ Unstoppable (5) ⚑ Prolific Year (5)

Conferences

ICCV (5) ECCV (3) INTERSPEECH (3) CVPR (2) ICLR (2) NIPS (2) AAAI (1) ICML (1) WACV (1)

Top co-authors

Seokeon Choi (6) Hyunsin Park (6) Debasmit Das (5) Seunghan Yang (5) Mihir Jain (4) Fatih Porikli (4) Jun-Tae Lee (4) Hyoungwoo Park (4) Sungha Choi (3) Munawar Hayat (2)

Research topics

Privacy (1)

Keywords

knowledge distillation (3) domain adaptation (2) domain generalization (2) speaker verification (2) action recognition (2) few-shot learning (2) diffusion model (2) cross-attention mechanism (2) model compression (2) temporal dynamics (1) transfer learning (1) feature learning (1) representation learning (1) embedding learning (1) variational inference (1) speech processing (1) multi-task learning (1) speech recognition (1) personalized generation (1) weakly supervised learning (1)

Papers

Steering Guidance for Personalized Text-to-Image Diffusion Models ICCV 2025
ConsNoTrainLoRA: Data-driven Weight Initialization of Low-rank Adapters using Constraints ICCV 2025
Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning CVPR 2025
Hollowed Net for On-Device Personalization of Text-to-Image Diffusion Models NIPS 2024
FedHide: Federated Learning by Hiding in the Neighbors ECCV 2024
Feature Diversification and Adaptation for Federated Domain Generalization ECCV 2024
Progressive Random Convolutions for Single Domain Generalization CVPR 2023
Few-Shot Common Action Localization via Cross-Attentional Fusion of Context and Temporal Dynamics ICCV 2023
Label Shift Adapter for Test-Time Adaptation under Covariate and Label Shifts ICCV 2023
Leaky Gated Cross-Attention for Weakly Supervised Multi-Modal Temporal Action Localization WACV 2022
Multi-Head Modularization to Leverage Generalization Capability in Multi-Modal Networks AAAI 2022
Improving Test-Time Adaptation via Shift-Agnostic Weight Regularization and Nearest Source Prototypes ECCV 2022
ConFeSS: A Framework for Single Source Cross-Domain Few-Shot Learning ICLR 2022
Domain Agnostic Few-shot Learning for Speaker Verification INTERSPEECH 2022
Federated Learning of User Verification Models Without Sharing Embeddings ICML 2021
Efficient Action Recognition via Dynamic Knowledge Propagation ICCV 2021
Cross-Attentional Audio-Visual Fusion for Weakly-Supervised Action Localization ICLR 2021
An End-to-End Text-Independent Speaker Verification Framework with a Keyword Adversarial Network INTERSPEECH 2019
Speaker Clustering by Iteratively Finding Discriminative Feature Space and Cluster Labels INTERSPEECH 2017
Phoneme Classification using Constrained Variational Gaussian Process Dynamical System NIPS 2012