05-08-2022, 05:52 AM
Dense video captioning was introduced in (Krishna et al., 2017) and refers to proposing a temporal event localization in untrimmed videos (i.e., event proposal generation) and providing a suitable description for the event in fluent natural language (i.e., video captioning). Event proposal generation is a challenging task because events have no predefined length, ranging from short frame sequences to very long frame sequences with partial or complete overlap. The general strategy is to define a set of anchors. A deep representation that encodes the video. Each anchor receives a confidence score from binary classifiers, and the highest-scoring anchors are passed to the captioning module jointly with their associated representation. Krishna et al. (Krishna et al., 2017), for example, used a forward sliding window strategy, based on Deep Action Proposals (DAPs) (Escorcia et al., 2016), with four strides (1111, 2222, 4444, 8888), to sample video features with different time resolutions and feed them into a Long Short-Term Memory (LSTM) unit that encodes and provides past and current contextual information. Ukraine's president declared martial law and said he would provide weapons to any citizen who wanted them to defend the country: "We will give weapons to anyone who wants to defend the country. Be ready to support Ukraine in the squares of our cities," he said. Missile strikes and explosions were heard in multiple places across Ukraine on Thursday, the BBC reported. Ukraine's border guard said early Thursday that Russian military columns had crossed into Ukraine and into three regions on Thursday: Chernihiv, Kharkiv and Luhansk, according to Reuters. People have been fleeing Kyiv. Using the city's subway stations as bunkers. Ukraine announced on Thursday that it was cutting diplomatic ties with Russia, and called on allies to do the same. It also said it was evacuating its embassy staff from Moscow. NATO is due to hold an emergency session on Thursday, and the UK and EU promised to impose more sanctions against Russia. Thursday's invasion was preceded by a formal request for military intervention from Russian-backed separatists in eastern Ukraine, where rebels and Russian forces have been fighting Ukrainian troops for eight years. golden globes 2020
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