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Sungwon Kim

18 papers · 2019–2025 · 7 venues · across top CS/AI venues

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Achievements

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+6 more ↓ πŸ—ΊοΈ Taxonomy Completionist (30) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Bronze 🐣 Hot Topic Early Bird
🀝 Dynamic Duo (10) ⚑ Prolific Year Β· Productive πŸ”₯ Unstoppable Β· Bronze πŸ’Ž Century Club Β· Bronze 🌈 Renaissance Researcher (5) πŸ—ƒοΈ Keyword Collector (85)

Venues

ICML (6) NeurIPS (5) ICLR (2) Interspeech (2) CVPR (1) EMNLP (1) ICCV (1)

Top co-authors

Sungroh Yoon (10) Chanyoung Park (6) Sang-gil Lee (5) Namkyeong Lee (4) Bryan Catanzaro (3) Rafael Valle (3) Heeseung Kim (3) Sangwoo Seo (2) Jooyoung Choi (2) Dongmin Hyun (2)

Research topics

Deep Learning (14) Models (9) Machine Learning (8) Architectures (6) Artificial Intelligence (5) Speech & Audio (5) Core Methods (5) Synthesis (5) Core AI (4) Learning Types (4) Application Areas (3) Computer Vision (2) Generation (2) Learning Paradigms (2) Optimization & Theory (2)

Keywords

diffusion model (5) graph neural network (3) speaker adaptation (3) zero-shot learning (2) speech synthesis (2) image generation (2) information bottleneck (2) generative flow (2) flow matching (2) graph classification (1) explainable ai (1) neural machine translation (1) image editing (1) image translation (1) density estimation (1) maximum likelihood (1) voice conversion (1) synthetic data generation (1) computational efficiency (1) self-supervised learning (1)

Papers

ETTA: Elucidating the Design Space of Text-to-Audio Models ICML 2025 Fugatto 1: Foundational Generative Audio Transformer Opus 1 ICLR 2025 Subgraph Federated Learning for Local Generalization ICLR 2025 Thickness-aware E(3)-Equivariant 3D Mesh Neural Networks ICML 2025 Unsupervised Episode Generation for Graph Meta-learning ICML 2024 VoiceTailor: Lightweight Plug-In Adapter for Diffusion-Based Personalized Text-to-Speech Interspeech 2024 Conditional Graph Information Bottleneck for Molecular Relational Learning ICML 2023 Density of States Prediction of Crystalline Materials via Prompt-guided Multi-Modal Transformer NeurIPS 2023 Interpretable Prototype-based Graph Information Bottleneck NeurIPS 2023 P-Flow: A Fast and Data-Efficient Zero-Shot TTS through Speech Prompting NeurIPS 2023 UnitSpeech: Speaker-adaptive Speech Synthesis with Untranscribed Data Interspeech 2023 Guided-TTS: A Diffusion Model for Text-to-Speech via Classifier Guidance ICML 2022 Perception Prioritized Training of Diffusion Models CVPR 2022 AligNART: Non-autoregressive Neural Machine Translation by Jointly Learning to Estimate Alignment and Translate EMNLP 2021 ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models ICCV 2021 Glow-TTS: A Generative Flow for Text-to-Speech via Monotonic Alignment Search NeurIPS 2020 NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity NeurIPS 2020 FloWaveNet : A Generative Flow for Raw Audio ICML 2019