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Unleashing Multi-Hop Reasoning Potential in Large Language Models through Repetition of Misordered Context

Sangwon Yu, Ik-hwan Kim, Jongyoon Song, Saehyung Lee, Junsung Park, Sungroh Yoon, in Findings of Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL Findings), Albuquerque, USA, April 2025.
paper  link  arXiv

29 April 2025
Conference, Sungroh Yoon

NanoVoice: Efficient Speaker-Adaptive Text-to-Speech for Multiple Speakers

Nohil Park, Heeseung Kim, Che Hyun Lee, Jooyoung Choi, Jiheum Yeom, Sungroh Yoon, in Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Oral Presentation, Hyderabad, India, April 2025.
paper  link  arXiv

06 April 2025
Conference, Sungroh Yoon

VoiceGuider: Enhancing Out-of-Domain Performance in Parameter-Efficient Speaker-Adaptive Text-to-Speech via Autoguidance

Jiheum Yeom, Heeseung Kim, Jooyoung Choi, Che Hyun Lee, Nohil Park, Sungroh Yoon, in Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Hyderabad, India, April 2025.
paper  link  arXiv

06 April 2025
Conference, Sungroh Yoon

A Comprehensive Survey of Time Series Forecasting: Architectural Diversity and Open Challenges

Jongseon Kim, Hyungjoon Kim, HyunGi Kim, Dongjun Lee, Sungroh Yoon, Artificial Intelligence Review, vol. 58, no. 216, https://doi.org/10.1007/s10462-025-11223-9, April 2025.
paper  link  arXiv

04 April 2025
Journal, Sungroh Yoon

Regularizing hard examples improves adversarial robustness

Hyungyu Lee, Saehyung Lee, Ho Bae, Sungroh Yoon, Journal of Machine Learning Research, vol. 26, no. 20. pp. 1-48, February 2025.
paper  link  

25 February 2025
Journal, Sungroh Yoon

Disentangled Motion Modeling for Video Frame Interpolation

Jaihyun Lew, Jooyoung Choi, Chaehun Shin, Dahuin Jung, Sungroh Yoon, in Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, USA, February 2025.
paper  link  arXiv

25 February 2025
Conference, Sungroh Yoon

Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation

HyunGi Kim, Siwon Kim, Jisoo Mok, Sungroh Yoon, in Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, USA, February 2025.
paper  link  arXiv

25 February 2025
Conference, Sungroh Yoon

Integrating Paralinguistics in Speech-Empowered Large Language Models for Natural Conversation

Heeseung Kim, Soonshin Seo, Kyeongseok Jeong, Ohsung Kwon, Soyoon Kim, Jungwhan Kim, Jaehong Lee, Eunwoo Song, Myungwoo Oh, Jung-Woo Ha, Sungroh Yoon, Kang Min Yoo, in Proceedings of Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada, December 2024.
preprint  link  arXiv

16 December 2024
Conference, Sungroh Yoon

Unsupervised Homography Estimation on Multimodal Image Pair via Alternating Optimization

Sanghyeob Song, Jaihyun Lew, Hyemi Jang, Sungroh Yoon, in Proceedings of Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada, December 2024.
preprint  link  arXiv

16 December 2024
Conference, Sungroh Yoon

Introducing Spectral Attention for Long-Range Dependency in Time Series Forecasting

Bong Gyun Kang*, Dongjun Lee*, HyunGi Kim, Dohyun Chung, Sungroh Yoon, in Proceedings of Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada, December 2024. [* equal contribution]
preprint  link  arXiv

16 December 2024
Conference, Sungroh Yoon
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