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Flow: Per-Instance Personalized Federated Learning Through Dynamic Routing
Current approaches to personalization in FL are at a coarse granularity, i. e. all the input instances of a client use the same personalized model.
Hierachical Delta-Attention Method for Multimodal Fusion
In vision and linguistics; the main input modalities are facial expressions, speech patterns, and the words uttered.
Improved Algorithm for Seamlessly Creating Infinite Loops from a Video Clip, while Preserving Variety in Textures
The aim is to create a "Moving Picture" or as we popularly call it, a GIF; which is "somewhere between a photograph and a video".
Differential Privacy and Natural Language Processing to Generate Contextually Similar Decoy Messages in Honey Encryption Scheme
But the current techniques used in producing the decoy plaintexts do not model human language entirely.
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