Srinivas Anumasa
6 papers · 2021–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π£ Hot Topic Early Bird π Cross-Pollinator (10)
πΊοΈ
Taxonomy Completionist
(21)
Conferences
AAAI (2)
ACL (1)
AISTATS (1)
ICML (1)
WACV (1)
Top co-authors
Research topics
Keywords
neural ordinary differential equation
(3)
spiking neural network
(3)
neural network optimization
(2)
uncertainty quantification
(2)
autonomous driving
(1)
model architecture
(1)
posterior distribution
(1)
gaussian process
(1)
neuromorphic hardware
(1)
amortized inference
(1)
firing rate
(1)
latent variable
(1)
recurrent neural network
(1)
out-of-distribution detection
(1)
activation function
(1)
surrogate gradient
(1)
inference latency
(1)
ann-to-snn conversion
(1)
threshold initialization
(1)
ann-snn conversion
(1)
Papers
Enhancing Training of Spiking Neural Network with Stochastic Latency
AAAI 2024
Data Driven Threshold and Potential Initialization for Spiking Neural Networks
AISTATS 2024
A Unified Optimization Framework of ANN-SNN Conversion: Towards Optimal Mapping from Activation Values to Firing Rates
ICML 2023
Latent Time Neural Ordinary Differential Equations
AAAI 2022
Bi-Directional Recurrent Neural Ordinary Differential Equations for Social Media Text Classification
ACL 2022
Improving Robustness and Uncertainty Modelling in Neural Ordinary Differential Equations
WACV 2021