Arani Roy
3 papers · 2025–2026 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge ยท Bronze
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Keyword Champion
(2)
Venues
Top co-authors
Research topics
Keywords
local learning
(2)
multimodal learning
(1)
video understanding
(1)
neural network optimization
(1)
efficient computing
(1)
low-rank approximation
(1)
singular value decomposition
(1)
spatio-temporal learning
(1)
direct feedback alignment
(1)
model efficiency
(1)
on-device learning
(1)
compressed video
(1)
neural network
(1)
spatio-temporal representation
(1)
edge hardware
(1)
action recognition
(1)
neural synchronization
(1)
Papers
Feedback Alignment Meets Low-Rank Manifolds: A Structured Recipe for Local Learning
WACV 2026
Learning Unified Spatio-temporal Representations for Efficient Compressed Video Understanding
WACV 2026
LLS: Local Learning Rule for Deep Neural Networks Inspired by Neural Activity Synchronization
WACV 2025