Differences

This shows you the differences between two versions of the page.

--- research:start [2015/02/12 03:14] – hj
+++ research:start [2017/06/08 01:43] (current) – hj
@@ Line 9: / Line 9: @@
   * Deep Learning / Neural Networks
   * Natural Language Processing (language modelling, paraphrase, question and answering)
-  * Speech and Audio Processing (recognition, enhancement)
+  * Speech and Audio Processing (enhancement, recognition, human-machine dialogue)
   * Computer Vision (object detection and cross-domain adaptation)
-**Presently Undergoing Research Projects:**
+**Currently Undergoing Research Projects:**
   * Neural Models for Natural Language Processing (Language Modelling, Paraphrase Detection, Q&A, Human-Machine Dialogue)
+      - [[https://wiki.eecs.yorku.ca/lab/MLL/projects:swe:start|Semantic Word Embedding]]
+      - [[https://wiki.eecs.yorku.ca/lab/MLL/projects:fofe:start|Fixed-size Ordinally-Forgetting Encoding (FOFE)]]
+      - Neural Reading Machine
-  * Deep Learning for Object Detection and Image Segmentation
+  * Deep Learning for Computer Vision
+      - [[https://arxiv.org/abs/1602.00577|Deep Learning for Object Detection and Image Segmentation]]
+      - Neural Viewing Machine
-  * [[https://wiki.eecs.yorku.ca/lab/MLL/projects:hope:start|Unsupervised Learning of Neural Networks]]
+  * [[http://arxiv.org/abs/1603.07704|Deep Learning for Probabilistic Reasoning]]
-  * [[https://wiki.eecs.yorku.ca/lab/MLL/projects:localnn:start|Locally Connected Neural Networks]]
+  * [[https://wiki.eecs.yorku.ca/lab/MLL/projects:hope:start|Learning Neural Networks under the HOPE Framework]]
+  * [[https://wiki.eecs.yorku.ca/lab/MLL/projects:fsmn:start|Feedforward Sequential Memory Network (FSMN)]]
-  * Distributed Training of Deep Neural Networks (DNNs) using GPUs and MapReduce
 **Previous Research Projects:**
-  * [[https://wiki.eecs.yorku.ca/lab/MLL/projects:dnnadapt:start|Rapid Adaptation of Deep Neural Networks (DNNs)]]
+  * Distributed Training of Deep Neural Networks (DNNs) using GPUs and MapReduce
-  * [[https://wiki.eecs.yorku.ca/lab/MLL/projects:asgd:start|Fast and Parallel Stochastic Gradient Descent (SGD) Algorithm for Deep Learning]]
+  * [[https://wiki.eecs.yorku.ca/lab/MLL/projects:localnn:start|Locally Connected Neural Networks]]
+  * [[https://wiki.eecs.yorku.ca/lab/MLL/projects:asgd:start|Fast Stochastic Gradient Descent (SGD) Algorithm for Deep Learning]]
+  * [[https://wiki.eecs.yorku.ca/lab/MLL/projects:dnnadapt:start|Rapid Adaptation of Deep Neural Networks (DNNs)]]
   * [[https://wiki.eecs.yorku.ca/lab/MLL/projects:mdnn:start|Multiple DNN Acoustic Models for Speech Recognition]]