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Home/Authors/Shikhar Srivastava

Shikhar Srivastava

1 indexed paper

Recent (6 mo)
1
With code
0
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Publications per year

1
26

Top categories

AI×1ML×1

Frequent co-authors

Jayanta Dey1×
Itamar Lerner1×
Christopher Kanan1×
Dhireesha Kudithipudi1×

Research Timeline

2026
SHARP: Sleep-based Hierarchical Accelerated Replay for Long Range Non-Stationary Temporal Pattern Recognition

SHARP proposes a novel sleep-based hierarchical replay framework to efficiently learn long-range non-stationary temporal patterns in streaming data, achieving improved context retention and predictive performance with linear computational cost.

Highlighted terms show continued research focus across papers

Papers

cs.AIcs.LGRecentMay 30, 2026

SHARP: Sleep-based Hierarchical Accelerated Replay for Long Range Non-Stationary Temporal Pattern Recognition

Jayanta Dey, Shikhar Srivastava, Itamar Lerner, Christopher Kanan +1 more

SHARP proposes a novel sleep-based hierarchical replay framework to efficiently learn long-range non-stationary temporal patterns in streaming data, achieving improved context retention and predictive…

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