2014-15 | Term 2 |
12.01.15 | SLT review and planning meeting |
19.01.15 | A large-scale CTC-trained RNN system + review of sequence-to-sequence learning (Steve) |
26.01.15 | Regression-base CD modelling of DNNs (Peter) |
02.02.15 | Review of speedup techniques Noise Contrastive Estimation, Neural Network Joint models for MT and Variance regularization of RNNLM (Siva) |
09.02.15 | An Algorithm for Training Polynomial Networks (there's also an interesting but tangential video presentation) (Gustav) |
16.02.15 | No meeting due to Andrew Senior's visit |
23.02.15 | Postponed: Acoustic modelling from SLT (joint effort) |
02.03.15 | Note change in venue: 4.02 Sum-product networks (Liang) Sum-product networks for language modelling http://spn.cs.washington.edu/papers/is14.pdf Background Sum-product networks http://turing.cs.washington.edu/papers/uai11-poon.pdf A Differential Approach to Inference in Bayesian Networks http://dl.acm.org/citation.cfm?id=765570 |
09.03.15 | Text-dependent speaker verification, phoneme background model for IB-based diarization, i-Vector diarization with PLDA scoring (Mark and Mike) |
16.03.15 | "Intriguing properties of neural networks" and "On the number of linear response regions of deep neural networks" (Pawel and Gustav) |
23.03.15 | Bilingual RNNs and other LM papers from SLT (Siva) |
TBC | A Convolutional Neural Network for Modelling Sentences and Multilingual Models for Compositional Distributional Semantics by Phil Blunsom and co from Oxford (Steve) |