Leo J. Lee

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 5

Top Topics

Bayesian Inference

Top Venues

Publications

Philip Fradkin, Ruian Shi, Bo Wang, Brendan J. Frey, Leo J. Lee
Splicing Up Your Predictions with RNA Contrastive Learning. CoRR (2023)
Lazar Atanackovic, Alexander Tong, Bo Wang, Leo J. Lee, Yoshua Bengio, Jason S. Hartford
DynGFN: Towards Bayesian Inference of Gene Regulatory Networks with GFlowNets. NeurIPS (2023)
Lazar Atanackovic, Alexander Tong, Jason Hartford, Leo J. Lee, Bo Wang, Yoshua Bengio
DynGFN: Bayesian Dynamic Causal Discovery using Generative Flow Networks. CoRR (2023)
Tianyi Liu, Philip Fradkin, Lazar Atanackovic, Leo J. Lee
Energy-based Modelling for Single-cell Data Annotation. MLCB (2022)
Nathan Killoran, Leo J. Lee, Andrew Delong, David Duvenaud, Brendan J. Frey
Generating and designing DNA with deep generative models. CoRR (2017)
Michael K. K. Leung, Hui Yuan Xiong, Leo J. Lee, Brendan J. Frey
Deep learning of the tissue-regulated splicing code. Bioinform. 30 (12) (2014)
Boyko Kakaradov, Hui Yuan Xiong, Leo J. Lee, Nebojsa Jojic, Brendan J. Frey
Challenges in estimating percent inclusion of alternatively spliced junctions from RNA-seq data. BMC Bioinform. 13 (S-6) (2012)
Li Deng, Leo J. Lee, Hagai Attias, Alex Acero
Adaptive Kalman Filtering and Smoothing for Tracking Vocal Tract Resonances Using a Continuous-Valued Hidden Dynamic Model. IEEE Trans. Speech Audio Process. 15 (1) (2007)
Nezamoddin Nezamoddini-Kachouie, Leo J. Lee, Paul W. Fieguth
A probabilistic living cell segmentation model. ICIP (1) (2005)
Li Deng, Leo J. Lee, Hagai Attias, Alex Acero
A structured speech model with continuous hidden dynamics and prediction-residual training for tracking vocal tract resonances. ICASSP (1) (2004)
Leo J. Lee, Hagai Attias, Li Deng, Paul W. Fieguth
A multimodal variational approach to learning and inference in switching state space models [speech processing application]. ICASSP (5) (2004)
Michael Jamieson, Paul W. Fieguth, Leo J. Lee
Parametric contour estimation by simulated annealing. ICIP (3) (2003)
Leo J. Lee, Hagai Attias, Li Deng
Variational inference and learning for segmental switching state space models of hidden speech dynamics. ICASSP (1) (2003)
Leo J. Lee, Paul W. Fieguth, Li Deng
A functional articulatory dynamic model for speech production. ICASSP (2001)