Arash Ardakani
6 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
EMNLP (2)
NIPS (2)
ICLR (1)
NAACL (1)
Top co-authors
Keywords
model compression
(3)
long short-term memory
(2)
transformer model
(2)
stochastic computing
(2)
bert compression
(1)
language modeling
(1)
neural network optimization
(1)
efficient computing
(1)
character-level language modeling
(1)
recurrent neural network
(1)
training dynamics
(1)
layer freezing
(1)
weight quantization
(1)
neural network binarization
(1)
model binarization
(1)
gpu memory
(1)
neural network initialization
(1)
binary neural network
(1)
finite-state machine
(1)
sequential circuit
(1)
Papers
SlimFit: Memory-Efficient Fine-Tuning of Transformer-based Models Using Training Dynamics
NAACL 2024
Partially-Random Initialization: A Smoking Gun for Binarization Hypothesis of BERT
EMNLP 2022
Efficient Two-Stage Progressive Quantization of BERT
EMNLP 2022
Training Linear Finite-State Machines
NIPS 2020
The Synthesis of XNOR Recurrent Neural Networks with Stochastic Logic
NIPS 2019
Learning Recurrent Binary/Ternary Weights
ICLR 2019