Yaniv Blumenfeld
4 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
❓
The Questioner
(2)
Venues
Top co-authors
Research topics
Keywords
signal propagation
(2)
model compression
(1)
image classification
(1)
mean field theory
(1)
neural network optimization
(1)
function space
(1)
minimum norm
(1)
convolutional neural network
(1)
weight initialization
(1)
deep neural network
(1)
inference optimization
(1)
neural network initialization
(1)
quantized neural network
(1)
rectified linear unit
(1)
model capacity
(1)
symmetry breaking
(1)
activation quantization
(1)
interpolation method
(1)
initialization scheme
(1)
shallow network denoiser
(1)
Papers
Towards Cheaper Inference in Deep Networks with Lower Bit-Width Accumulators
ICLR 2024
How do Minimum-Norm Shallow Denoisers Look in Function Space?
NeurIPS 2023
Beyond Signal Propagation: Is Feature Diversity Necessary in Deep Neural Network Initialization?
ICML 2020
A Mean Field Theory of Quantized Deep Networks: The Quantization-Depth Trade-Off
NeurIPS 2019