Haiyan Jiang
5 papers · 2022–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Interdisciplinary Bridge π Cross-Pollinator (12)
πΊοΈ
Taxonomy Completionist
(16)
π
Grand Slam
Conferences
ICML (2)
AAAI (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
unsupervised learning
(1)
model selection
(1)
false discovery rate
(1)
feature selection
(1)
feature importance
(1)
neural network optimization
(1)
outlier detection
(1)
bayesian linear regression
(1)
novelty detection
(1)
elastic net
(1)
firing rate
(1)
spiking neural network
(1)
deep neural network
(1)
model explanation
(1)
activation function
(1)
surrogate gradient
(1)
local interpretability
(1)
local interpretable model-agnostic explanation
(1)
ann-snn conversion
(1)
error rate control
(1)
Papers
GβLIME: Statistical Learning for Local Interpretations of Deep Neural Networks Using Global Priors (Abstract Reprint)
AAAI 2024
TAB: Temporal Accumulated Batch Normalization in Spiking Neural Networks
ICLR 2024
NDOT: Neuronal Dynamics-based Online Training for Spiking Neural Networks
ICML 2024
A Unified Optimization Framework of ANN-SNN Conversion: Towards Optimal Mapping from Activation Values to Firing Rates
ICML 2023
AutoMS: Automatic Model Selection for Novelty Detection with Error Rate Control
NIPS 2022