Babak Ehteshami Bejnordi
7 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 🏆 Keyword Champion (3)
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Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(6)
Application Areas
(5)
Deep Learning
(4)
Techniques
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Processing
(2)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Keywords
conditional computation
(3)
neural network
(3)
convolutional neural network
(2)
model compression
(2)
multi-task learning
(1)
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)
Papers
Read-ME: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design
NeurIPS 2024
Scalarization for Multi-Task and Multi-Domain Learning at Scale
NeurIPS 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
Batch-shaping for learning conditional channel gated networks
ICLR 2020
Conditional Channel Gated Networks for Task-Aware Continual Learning
CVPR 2020