In this article, we propose an unsupervised spatial-temporal aware graph encoder–decoder (STAGED ... To enforce the model to better capture the temporal evolution, the dual decoder that performs ...

connected to the encoder by means of a dense layer, which contains the latent behavior in a vector; a decoder module, recovering the original data by applying the same operations as in the encoder, ...

2020) structure, on the other hand, views the object detection from the perspective of set prediction, calculates the loss through the dichotomous graph matching method ... Transformer encoder, and ...

SAN DIEGO—Broadcast and streaming hardware developer DVEO will introduce its new streaming decoder and encoder, including the D-Streamer H.264 AVC/H.265 HEVC /MPEG-2 decoder for Windows, during IBC ...

A deep-neural network (DNN) architecture is used to predict the state variables evolution after training an ... The residual convolutional block used in the decoder has the same structure as the used ...

MONTREAL—Matrox Video has begun shipping its new Monarch Edge S1 bidirectional encoder/decoder appliance for Remote Integrated Model (REMI) production workflows. The Monarch Edge S1, which provides ...

In this section, we will cover the overall architecture of the feature prediction network and show explicitly how the model works for both training and synthesis times. The Feature prediction network ...