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International Journal of Neuropsychopharmacology, ISSN 1461-1457, 03/2013, Volume 16, Issue 2, pp. 313 - 321
Journal Article
The International Journal of Robotics Research, ISSN 0278-3649, 4/2015, Volume 34, Issue 4-5, pp. 705 - 724
We consider the problem of detecting robotic grasps in an RGB-D view of a scene containing objects. In this work, we apply a deep learning approach to solve... 
RGB-D multi-modal data | deep learning | PR2 | Robotic grasping | 3D feature learning | Baxter | ROBOTICS | OBJECTS
Journal Article
11/2013
Digital media storytelling and the creation of narrative texts using digital technology is an emerging social process that is being utilized by social workers... 
Social Work | Multi Modal Analysis | Worklife Issues | Digital Media | Social Work 0452
Dissertation
Neurocomputing, ISSN 0925-2312, 10/2019, Volume 361, pp. 185 - 195
Alzheimer’s disease (AD) is one of the most difficult to cure diseases. Alzheimer’s disease seriously affects the normal lives of the elderly and their... 
Deep learning | Auxiliary diagnosis | Multi-modal | Alzheimers disease | Correlation analysis
Journal Article
Information Processing and Management, ISSN 0306-4573, 01/2020, Volume 57, Issue 1, p. 102123
Product title generation in e-commerce is a challenging task, which involves modeling multi-modal resources, i.e., textual descriptions and visual pictures,... 
Title compression | Attention network | Multi-modal | Reinforcement learning
Journal Article
European review for medical and pharmacological sciences, ISSN 1128-3602, 10/2018, Volume 22, Issue 19, pp. 6422 - 6435
Journal Article
Information Processing & Management, ISSN 0306-4573, 11/2019, p. 102152
Journal Article
Future Generation Computer Systems, ISSN 0167-739X, 10/2019, Volume 99, pp. 186 - 196
Rapid growth of multi-modal documents containing images on the Internet expresses strong demand on multi-modal summarization. The challenge is to create a... 
Multi-modal summarization | RNN | Extractive summarization | Document summarization | Summarization
Journal Article
Physics Letters B, ISSN 0370-2693, 06/2015, Volume 746, pp. 223 - 229
We discuss the multiple decay modes of collinear fission in Cf(sf, fff), with three fragments as suggested by the potential energy surface (PES). Fission as a... 
Potential energy surfaces | Ternary fission | Multi-modal fission | Fission
Journal Article
11/2012
This thesis describes the development of microfluidic (MF) platforms for the study of biological and chemical processes. In particular the thesis is divided... 
High-throughput | Multi-modal Analysis | 0495 | Microfluidic | Microenvironments | Cell Encapsulation | Biopolymers
Dissertation
Neurocomputing, ISSN 0925-2312, 11/2018, Volume 315, pp. 362 - 370
Attention based encoder-decoder models have shown a great success on video captioning. Recent multi-modal video captioning mainly focused on applying the... 
Multi-modal | Attention mechanism | Video captioning | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Learning and Instruction, ISSN 0959-4752, 10/2018, Volume 57, pp. 71 - 75
In this commentary, I review the five articles that comprise the Special Issue titled ‘Towards a model of multi-source, multi-modal processing”. The papers are... 
Text comprehension | Multiple representations | Multi-modal | Document integration
Journal Article
Remote Sensing, ISSN 2072-4292, 10/2019, Volume 11, Issue 20, p. 2377
We present detection performance of ten change detection algorithms with and without the use of Extended Multi-Attribute Profiles (EMAPs). Heterogeneous image... 
emap | change detection | multi-modal images | heterogeneous data
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 11/2019, pp. 1 - 1
Visual events are usually accompanied by sounds in our daily lives. However, can the machines learn to correlate the visual scene and sound, as well as... 
cross-modal retrieval | self-supervision | multi-modal learning | sound localization | Audio-visual learning
Journal Article
IEEE Transactions on Image Processing, ISSN 1057-7149, 11/2019, pp. 1 - 1
Human actions involve a wide variety and a large number of categories, which leads to a big challenge in action recognition. However, according to similarities... 
Human action recognition | Coarse-to-fine classification | Multi-modal fusion | Knowledge map
Journal Article
European Journal of Operational Research, ISSN 0377-2217, 11/2019
Journal Article
IEEE Transactions on Medical Imaging, ISSN 0278-0062, 11/2019, pp. 1 - 1
White matter tractography mapping is an important tool for neuro-surgical planning and navigation. It relies on the accurate manual delineation of anatomical... 
tractography | multi-modal segmentation | brain | Fully convolutional neural networks
Journal Article
Pattern Recognition, ISSN 0031-3203, 11/2019, p. 107127
Journal Article
IEEE Transactions on Industrial Electronics, ISSN 0278-0046, 6/2019, pp. 1 - 1
In recent decades, hidden Markov models (HMMs) have been widely employed for real-time diagnosis of processes with multiple modes. Recently, the conditional... 
multi-modal real-time process monitoring | hidden Markov models | Conditional random fields
Journal Article
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