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Santosh Kumar

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titleconferencedate
No Data? No Problem: Zero-Data Model Training Foundational ModelsPyCon US 20242024-05-15
Claim: generate training data from a large foundational model and fine‑tune a smaller model with no human labels. Implementation uses Llama 8B quantized as the…
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Serverless computing using Knative Open SourceKCD Pakistan 20232023-02-20
Claims that Knative runs serverless workloads on Kubernetes and actually demonstrates Knative Serving with Istio integration and Docker Desktop Kubernetes. The…
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mTeeth: Identifying Brushing Teeth Surfaces UsingWrist-Worn Inertial SensorsUbiComp 20212021-09-21
Claims wrist accelerometer and gyroscope data can identify which of nine teeth surfaces receives brushing by detecting individual brushing strokes as…
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Detecting Stressful Social Interactions Using Wearable Physiological and Inertial SensorsUbiComp 20212021-09-21
Lab and field data from 38 cohabiting participants wearing a chest patch, wristband and phone are used to label and classify stressors; the team defines stress…
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SyncWISE: Window Induced Shift Estimation for Synchronization ofVideo and Accelerometry from ...UbiComp / ISWC 20202020-09-12
Presents a concrete algorithm called SyncWISE that aligns wearable camera video and wrist accelerometer streams by estimating window-induced time shifts…
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SmokingOpp: Detecting the Smoking ‘Opportunity’ Context Using Mobile SensorsUbiComp / ISWC 20202020-09-12
Defines smoking opportunity context as presence of cigarette availability plus smoking allowance and shows those items Granger-cause future smoking. Uses GPS…
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