Stable-TTS: Stable Speaker-Adaptive Text-to-Speech Synthesis via Prosody Prompting

ICASSP 2025 Stable-TTS: Stable Speaker-Adaptive Text-to-Speech Synthesis via Prosody Prompting Wooseok Han, Minki Kang, Changhun Kim, Eunho Yang  Speaker-adaptive Text-to-Speech (TTS) synthesis has attracted considerable attention due to its broad range of applications, such as p...

ReBind: Enhancing Ground-state Molecular Conformation Prediction via Force-Based Graph Rewiring

ICLR 2025 ReBind: Enhancing Ground-state Molecular Conformation Prediction via Force-Based Graph Rewiring Taewon Kim, Hyunjin Seo, Sungsoo Ahn, Eunho Yang  Predicting the ground-state 3D molecular conformations from 2D molecular graphs is critical in computational chemistry due t...

LRQ: Optimizing Post-Training Quantization for Large Language Models by Learning Low-Rank Weight-Scaling Matrices

NAACL 2025 LRQ: Optimizing Post-Training Quantization for Large Language Modelsby Learning Low-Rank Weight-Scaling Matrices Jung Hyun Lee, Jeonghoon Kim, June Yong Yang, Se Jung Kwon, Eunho Yang, Kang Min Yoo, Dongsoo Lee  With the commercialization of large language models (LLMs...

LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding

ICLR 2025 LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding Doohyuk Jang, Sihwan Park, June Yong Yang, Yeonsung Jung, Jihun Yun, Souvik Kundu, Sung-Yub Kim, Eunho Yang  Auto-Regressive (AR) models have recently gained prominence in image generat...

Face-StyleSpeech: Enhancing Zero-shot Speech Synthesis from Face Images with Improved Face-to-Speech Mapping

ICASSP 2025 Face-StyleSpeech: Enhancing Zero-shot Speech Synthesis from Face Images with Improved Face-to-Speech Mapping  Minki Kang, Wooseok Han, Eunho Yang  Generating speech from a face image is crucial for developing virtual humans capable of interacting using their uniq...

Divide and Translate: Compositional First-Order Logic Translation and Verification for Complex Logical Reasoning

ICLR 2025 Divide and Translate: Compositional First-Order Logic Translation and Verification for Complex Logical Reasoning Hyun Ryu, Gyeongman Kim, Hyemin S. Lee, Eunho Yang  Complex logical reasoning tasks require a long sequence of reasoning, which a large language model (...

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy

AAAI 2024 Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy  Hyunjin Seo, Kyusung Seo, Joonhyung Park, Eunho Yang  Recent advancements in graph neural networks (GNNs) have highlighted the critical need of calibrating model predicti...

TTD: Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag Bias

ECCV 2024 TTD: Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag Bias Sanghyun Jo, Soohyun Ryu, Sungyub Kim, Eunho Yang, Kyungsu Kim  We identify a critical bias in contemporary CLIP-based models, which we denote as single tag bias. This bi...

CloudFixer: Test-Time Adaptation for 3D Point Clouds via Diffusion-Guided Geometric Transformation

ECCV 2024 CloudFixer: Test-Time Adaptation for 3D Point Clouds via Diffusion-Guided Geometric Transformation  Hajin Shim*, Changhun Kim*, Eunho Yang (*: equal contribution)   3D point clouds captured from real-world sensors frequently encompass noisy points due to ...

PruNeRF: Segment-Centric Dataset Pruning via 3D Spatial Consistency

ICML 2024 PruNeRF: Segment-Centric Dataset Pruning via 3D Spatial Consistency  Yeonsung Jung, Heecheol Yun, Joonhyung Park, Jin-Hwa Kim, Eunho Yang  Neural Radiance Fields (NeRF) have shown remarkable performance in learning 3D scenes. However, NeRF exhibits vulnerability wh...