Xinlin Li
4 papers · 2021–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
NIPS (2)
ICCV (1)
INTERSPEECH (1)
Top co-authors
Keywords
model compression
(3)
shift neural network
(2)
edge computing
(2)
weight quantization
(2)
power-of-two quantization
(2)
neural network optimization
(2)
gradient approximation
(1)
low-bit quantization
(1)
residual network
(1)
neural network binarization
(1)
binary neural network
(1)
proximal quantizer
(1)
sign function
(1)
low-bit network
(1)
shift network
(1)
model quantization
(1)
spoken language understanding
(1)
gradient descent
(1)
proximal operator
(1)
convolutional neural network
(1)
Papers
Understanding Neural Network Binarization with Forward and Backward Proximal Quantizers
NIPS 2023
DenseShift: Towards Accurate and Efficient Low-Bit Power-of-Two Quantization
ICCV 2023
Low-bit Shift Network for End-to-End Spoken Language Understanding
INTERSPEECH 2022
S$^3$: Sign-Sparse-Shift Reparametrization for Effective Training of Low-bit Shift Networks
NIPS 2021