Babak Ehteshami Bejnordi
7 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (13) π Cross-Pollinator (15) π Interdisciplinary Bridge π Conference Polyglot (4) π§ Keyword Pioneer
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Hot Topic Early Bird
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Unstoppable
(5)
Conferences
CVPR (3)
NIPS (2)
ECCV (1)
ICLR (1)
Top co-authors
Keywords
convolutional neural network
(2)
neural network
(2)
conditional computation
(2)
model compression
(2)
video recognition
(1)
knowledge transfer
(1)
video understanding
(1)
efficient inference
(1)
efficient computing
(1)
computational efficiency
(1)
early exit
(1)
mixture of expert
(1)
inference optimization
(1)
skip connection
(1)
video processing
(1)
multi-domain learning
(1)
expert routing
(1)
residual learning
(1)
population-based training
(1)
early exiting
(1)
Papers
$\textit{Read-ME}$: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design
NIPS 2024
Scalarization for Multi-Task and Multi-Domain Learning at Scale
NIPS 2023
SALISA: Saliency-Based Input Sampling for Efficient Video Object Detection
ECCV 2022
FrameExit: Conditional Early Exiting for Efficient Video Recognition
CVPR 2021
Skip-Convolutions for Efficient Video Processing
CVPR 2021
Conditional Channel Gated Networks for Task-Aware Continual Learning
CVPR 2020
Batch-shaping for learning conditional channel gated networks
ICLR 2020