Yaniv Blumenfeld
4 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (11) π Academic Marathon (5)
π
Cross-Pollinator
(13)
β
The Questioner
(2)
Conferences
NIPS (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
signal propagation
(2)
image classification
(1)
mean field theory
(1)
neural network optimization
(1)
function space
(1)
minimum norm
(1)
convolutional neural network
(1)
weight initialization
(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)
representation cost
(1)
neural network quantization
(1)
trainable depth
(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?
NIPS 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
NIPS 2019