Arani Roy
3 papers · 2025–2026 · 1 conference · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
🏆
Keyword Champion
(2)
Conferences
WACV (3)
Top co-authors
Keywords
local learning
(2)
multi-modal learning
(1)
video understanding
(1)
neural network optimization
(1)
efficient computing
(1)
low-rank approximation
(1)
singular value decomposition
(1)
direct feedback alignment
(1)
model efficiency
(1)
on-device learning
(1)
spatiotemporal representation
(1)
compressed video
(1)
neural network
(1)
spatio-temporal representation
(1)
spatiotemporal learning
(1)
edge hardware
(1)
action recognition
(1)
neural synchronization
(1)
Papers
Learning Unified Spatio-temporal Representations for Efficient Compressed Video Understanding
WACV 2026
Feedback Alignment Meets Low-Rank Manifolds: A Structured Recipe for Local Learning
WACV 2026
LLS: Local Learning Rule for Deep Neural Networks Inspired by Neural Activity Synchronization
WACV 2025