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ReLIZO: SampleReusableLinearInterpolation-based Zeroth-orderOptimization

Neural Information Processing Systems

Wherein, the first step, i.e. gradient estimation, is critical since it provides the essential direction to update variables, which have been explored by many recent works[5,30].





Self-SupervisedLearningbyCross-Modal Audio-VideoClustering

Neural Information Processing Systems

The first challenge is the exorbitant cost of scaling up the size of manually-labeled video datasets. The recent creation of large-scale action recognition datasets [5,15,25,26]hasundoubtedly enabled amajor leap forwardinvideo models accuracies.