Blog(4)

• The Resolution Hypothesis: Discovering how Time Scale Maps to Health Outcomes

  Wearable photoplethysmography (PPG) has quietly become one of the most information-dense and ubiquitous sensing modalities in modern health and wellness.

• Zero-Cost Neural Architecture Search

  Neural architecture search (NAS) is quickly becoming the standard methodology for designing deep neural networks (DNNs). NAS replaces human-designed DNNs by automatically searching for a DNN topology and size that maximize performance.

• Short-Term Memory Convolutions

  The successful deployment of a signal processing system necessitates the consideration of various factors. Among these factors, system latency plays significant role, as humans are highly sensitive to delays in perceived signals.

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Publications(34)

• TurboBoA: Faster and Exact Attention-aware Quantization without Backpropagation

  AuthorYeo Jeong Park, Chungman Lee, Ho-young Kim, Joonyoung Kim, Yongkweon Jeon

  PublishedInternational Conference on Learning Representations (ICLR)

  Date2026-04-23

• LookaheadKV: Fast and Accurate KV Cache Eviction by Glimpsing into the Future without Generation

  AuthorIngyu Seong, Akhil Kedia, Hyemi Jang, Kangwook Lee, Yongkweon Jeon

  PublishedInternational Conference on Learning Representations (ICLR)

  Date2026-04-23

• HiMAE: Hierarchical Masked Autoencoders Discover Resolution-Specific Structure in Wearable Time Series

  AuthorSimon A. Lee, Cyrus Tanade, Hao Zhou, Juhyeon Lee, Megha Thukral, Minji Han, Rachel Choi, Md Sazzad Hissain Khan, Baiying Lu, Migyeong Gwak, Mehrab Bin Morshed, Viswam Nathan, Md Mahbubur Rahman, Li Zhu, Subramaniam Venkatraman, Sharanya Arcot Desai

  PublishedInternational Conference on Learning Representations (ICLR)

  Date2026-01-26

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Others(1)

• Samsung AI Center - Moscow

  About Us Papers Play Samsung AI Center – Moscow is the first institution in Russia focused directly on artificial intelligence (AI), where Russia’s strengths and capabilities in fundamental sciences, especially mathematics and physics, are brought together with Samsung global R&D strategy. Samsung AI Center - Moscow is led by Dr. Anton Konushin who is world-known AI Computer Vision expert and associate professor at Moscow State University and Higher School of Econo...