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researcher

M. Buman

8 papers hereh-index 5619.4k citations278 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author8

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.CV1
  • eess.SP1
same name
  • M. Buman — 1 paper, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedRole of Data Augmentation Strategies in Knowledge Distillation for Wearable Sensor Data

23 citations · 38 across the 8 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.LG2024

Multimodal Physical Activity Forecasting in Free-Living Clinical Settings: Hunting Opportunities for Just-in-Time Interventions

Abdullah Mamun, Krista S. Leonard, Megan E. Petrov +2

Objective: This research aims to develop a lifestyle intervention system, called MoveSense, that forecasts a patient's activity behavior to allow for early and personalized interve…

eess.SP2024★ 8 cited

Topological Persistence Guided Knowledge Distillation for Wearable Sensor Data

Eun Som Jeon, Hongjun Choi, Ankita Shukla +4

Deep learning methods have achieved a lot of success in various applications involving converting wearable sensor data to actionable health insights. A common application areas is…

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