132 citations
- Intel (United States)US16 papers
- Imperial College LondonGB6 papers
- Lawrence Berkeley National LaboratoryUS5 papers
- University of CambridgeGB4 papers
- University of Illinois Urbana-ChampaignUS4 papers
- Argonne National LaboratoryUS3 papers
- California University of PennsylvaniaUS3 papers
- Massachusetts Institute of TechnologyUS3 papers
- Max Planck Institute for InformaticsDE3 papers
- Max Planck SocietyDE3 papers
- Technicolor (France)FR3 papers
- The University of Texas at AustinUS3 papers
7 papers · 1 filter
Multi-level Attention network using text, audio and video for Depression Prediction
Anupama Ray, Siddharth Kumar, Rutvik Reddy +2
Depression has been the leading cause of mental-health illness worldwide. Major depressive disorder (MDD), is a common mental health disorder that affects both psychologically as w…
Softmax Optimizations for Intel Xeon Processor-based Platforms
Jacek Czaja, Michal Gallus, Tomasz Patejko +1
Softmax is popular normalization method used in machine learning. Deep learning solutions like Transformer or BERT use the softmax function intensively, so it is worthwhile to opti…
Deploying AI Frameworks on Secure HPC Systems with Containers
David Brayford, Sofia Vallecorsa, Atanas Atanasov +2
The increasing interest in the usage of Artificial Intelligence techniques (AI) from the research community and industry to tackle "real world" problems, requires High Performance…
Non-Parametric Priors For Generative Adversarial Networks
Rajhans Singh, Pavan Turaga, Suren Jayasuriya +2
The advent of generative adversarial networks (GAN) has enabled new capabilities in synthesis, interpolation, and data augmentation heretofore considered very challenging. However,…
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing
Peng Zhang, Fuhao Zou, Zhiwen Wu +5
Face Anti-spoofing gains increased attentions recently in both academic and industrial fields. With the emergence of various CNN based solutions, the multi-modal(RGB, depth and IR)…
Single Machine Graph Analytics on Massive Datasets Using Intel Optane DC Persistent Memory
Gurbinder Gill, Roshan Dathathri, Loc Hoang +2
Intel Optane DC Persistent Memory (Optane PMM) is a new kind of byte-addressable memory with higher density and lower cost than DRAM. This enables the design of affordable systems…