50 citations
- Accenture (United States)US4 papers
- University College LondonGB3 papers
- École Polytechnique Fédérale de LausanneCH2 papers
- Georgia Institute of TechnologyUS2 papers
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10 papers · 1 filter
End-To-End Dilated Variational Autoencoder with Bottleneck Discriminative Loss for Sound Morphing -- A Preliminary Study
Matteo Lionello, Hendrik Purwins
We present a preliminary study on an end-to-end variational autoencoder (VAE) for sound morphing. Two VAE variants are compared: VAE with dilation layers (DC-VAE) and VAE only with…
Throughput-Optimal Topology Design for Cross-Silo Federated Learning
Othmane Marfoq, Chuan Xu, Giovanni Neglia +1
Federated learning usually employs a client-server architecture where an orchestrator iteratively aggregates model updates from remote clients and pushes them back a refined model.…
Bi-ISCA: Bidirectional Inter-Sentence Contextual Attention Mechanism for Detecting Sarcasm in User Generated Noisy Short Text
Prakamya Mishra, Saroj Kaushik, Kuntal Dey
Many online comments on social media platforms are hateful, humorous, or sarcastic. The sarcastic nature of these comments (especially the short ones) alters their actual implied s…
ChemoVerse: Manifold traversal of latent spaces for novel molecule discovery
Harshdeep Singh, Nicholas McCarthy, Qurrat Ul Ain +1
In order to design a more potent and effective chemical entity, it is essential to identify molecular structures with the desired chemical properties. Recent advances in generative…
Improving Emergency Response during Hurricane Season using Computer Vision
Marc Bosch, Christian Conroy, Benjamin Ortiz +1
We have developed a framework for crisis response and management that incorporates the latest technologies in computer vision (CV), inland flood prediction, damage assessment and d…
Connecting Web Event Forecasting with Anomaly Detection: A Case Study on Enterprise Web Applications Using Self-Supervised Neural Networks
Xiaoyong Yuan, Lei Ding, Malek Ben Salem +2
Recently web applications have been widely used in enterprises to assist employees in providing effective and efficient business processes. Forecasting upcoming web events in enter…