Vijayalakshmi (Viji) Srinivasan
4 papers · 2019–2022 · 1 conference · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
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Keyword Pioneer
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Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
NIPS (4)
Top co-authors
Keywords
efficient computing
(2)
model compression
(2)
knowledge distillation
(1)
neural network optimization
(1)
distributed training
(1)
communication efficiency
(1)
deep neural network
(1)
gradient compression
(1)
low precision training
(1)
training acceleration
(1)
structural sparsity
(1)
transformer model
(1)
gradient scaling
(1)
floating point
(1)
sparsified gradient
(1)
model quantization
(1)
Papers
Deep Compression of Pre-trained Transformer Models
NIPS 2022
Ultra-Low Precision 4-bit Training of Deep Neural Networks
NIPS 2020
ScaleCom: Scalable Sparsified Gradient Compression for Communication-Efficient Distributed Training
NIPS 2020
Hybrid 8-bit Floating Point (HFP8) Training and Inference for Deep Neural Networks
NIPS 2019