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Memory-efficient Speech Recognition on Smart Devices
Recurrent transducer models have emerged as a promising solution for spe...
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Learning Dynamic Network Using a Reuse Gate Function in Semi-supervised Video Object Segmentation
Current state-of-the-art approaches for Semi-supervised Video Object Seg...
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Can Temporal Information Help with Contrastive Self-Supervised Learning?
Leveraging temporal information has been regarded as essential for devel...
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TTVOS: Lightweight Video Object Segmentation with Adaptive Template Attention Module and Temporal Consistency Loss
Semi-supervised video object segmentation (semi-VOS) is widely used in m...
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Mixed Precision Training
Deep neural networks have enabled progress in a wide variety of applicat...
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Accelerating Deep Convolutional Networks using low-precision and sparsity
We explore techniques to significantly improve the compute efficiency an...
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Ganesh Venkatesh
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