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09/15/2021
EfficientBERT: Progressively Searching Multilayer Perceptron via Warm-up Knowledge Distillation
Pre-trained language models have shown remarkable results on various NLP...
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08/22/2021
Pi-NAS: Improving Neural Architecture Search by Reducing Supernet Training Consistency Shift
Recently proposed neural architecture search (NAS) methods co-train bill...
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03/23/2021
BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search
A myriad of recent breakthroughs in hand-crafted neural architectures fo...
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11/29/2019
Blockwisely Supervised Neural Architecture Search with Knowledge Distillation
Neural Architecture Search (NAS), aiming at automatically designing netw...
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10/10/2018
Learning Deep Representations for Semantic Image Parsing: a Comprehensive Overview
Semantic image parsing, which refers to the process of decomposing image...
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09/01/2018
Attentive Crowd Flow Machines
Traffic flow prediction is crucial for urban traffic management and publ...
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02/09/2018