Kailash Gopalakrishnan
9 papers · 2015–2022 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
π Conference Polyglot (4) π Academic Marathon (7) π£ Hot Topic Early Bird π Cross-Pollinator (15) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π§
Keyword Pioneer
π§¬
Topic Evolution
π₯
Unstoppable
(5)
Conferences
NIPS (5)
INTERSPEECH (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
model compression
(4)
model quantization
(4)
efficient computing
(3)
speech recognition
(2)
recurrent neural network transducer
(2)
stochastic rounding
(2)
neural network training
(2)
gradient compression
(1)
recurrent neural network
(1)
neural network optimization
(1)
long short-term memory
(1)
deep neural network
(1)
fixed-point arithmetic
(1)
language model
(1)
communication efficiency
(1)
training acceleration
(1)
low-precision training
(1)
weight quantization
(1)
low precision training
(1)
gradient computation
(1)
Papers
Accelerating Inference and Language Model Fusion of Recurrent Neural Network Transducers via End-to-End 4-bit Quantization
INTERSPEECH 2022
4-Bit Quantization of LSTM-Based Speech Recognition Models
INTERSPEECH 2021
FracTrain: Fractionally Squeezing Bit Savings Both Temporally and Spatially for Efficient DNN Training
NIPS 2020
ScaleCom: Scalable Sparsified Gradient Compression for Communication-Efficient Distributed Training
NIPS 2020
Ultra-Low Precision 4-bit Training of Deep Neural Networks
NIPS 2020
Accumulation Bit-Width Scaling For Ultra-Low Precision Training Of Deep Networks
ICLR 2019
Hybrid 8-bit Floating Point (HFP8) Training and Inference for Deep Neural Networks
NIPS 2019
Training Deep Neural Networks with 8-bit Floating Point Numbers
NIPS 2018
Deep Learning with Limited Numerical Precision
ICML 2015