Dongheon Lee

5 papers · 2023–2026 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

Interspeech (2) CVPR (1) ICCV (1) WACV (1)

Top co-authors

Jung-Woo Choi (2) Youngmin Ro (2) Seokju Yun (2) Ilhwan Kim (1) Sangwoo Yun (1) Seongsu Kim (1) Joonki Paik (1) Seunghye Chae (1) Dayun Choi (1)

Research topics

Deep Learning (2) Speech & Audio (2) Architectures (2) Synthesis (2) Artificial Intelligence (1) Computer Vision (1) Machine Learning (1) Application Areas (1) Core Methods (1) Learning Paradigms (1) Learning Types (1) Optimization & Theory (1) Processing (1) Techniques (1)

Keywords

model compression (1) representation learning (1) vision transformer (1) few-shot learning (1) domain generalization (1) model adaptation (1) efficient computing (1) image super-resolution (1) singular value decomposition (1) convolutional neural network (1) parameter-efficient fine-tuning (1) short-time fourier transform (1) domain shift (1) window attention (1) noise adaptation (1) real-time speech enhancement (1) spatial feature (1) multi-channel speech enhancement (1) self-attention emulation (1) prototype perturbation (1)

Papers

NAPP: Noise-Adaptive Prototype Perturbation for Few-Shot Learning WACV 2026 Emulating Self-attention with Convolution for Efficient Image Super-Resolution ICCV 2025 SoMA: Singular Value Decomposed Minor Components Adaptation for Domain Generalizable Representation Learning CVPR 2025 DeFTAN-AA: Array Geometry Agnostic Multichannel Speech Enhancement Interspeech 2024 DeFT-AN RT: Real-time Multichannel Speech Enhancement using Dense Frequency-Time Attentive Network and Non-overlapping Synthesis Window Interspeech 2023