Philip Woodland
5 papers · 2018–2024 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (6) π Cross-Pollinator (7)
πΊοΈ
Taxonomy Completionist
(12)
π£
Hot Topic Early Bird
Conferences
INTERSPEECH (3)
ACL (1)
NIPS (1)
Top co-authors
Keywords
model compression
(1)
bayesian inference
(1)
uncertainty quantification
(1)
epistemic uncertainty
(1)
speech recognition
(1)
emotion recognition
(1)
natural gradient
(1)
parameter sharing
(1)
natural gradient descent
(1)
fisher information matrix
(1)
gaussian mixture model
(1)
long short-term memory
(1)
deep neural network
(1)
pre-trained model
(1)
parameter-efficient fine-tuning
(1)
uncertainty estimation
(1)
aleatoric uncertainty
(1)
adaptive training
(1)
gating mechanism
(1)
joint optimization
(1)
Papers
An Improved Empirical Fisher Approximation for Natural Gradient Descent
NIPS 2024
Estimating the Uncertainty in Emotion Attributes using Deep Evidential Regression
ACL 2023
Speaker Adaptation and Adaptive Training for Jointly Optimised Tandem Systems
INTERSPEECH 2018
Semi-tied Units for Efficient Gating in LSTM and Highway Networks
INTERSPEECH 2018
Combining Natural Gradient with Hessian Free Methods for Sequence Training
INTERSPEECH 2018