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49 Results
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Poster
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Thu 10:45 |
CondConv: Conditionally Parameterized Convolutions for Efficient Inference Brandon Yang · Gabriel Bender · Quoc V Le · Jiquan Ngiam |
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Poster
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Thu 10:45 |
Positional Normalization Boyi Li · Felix Wu · Kilian Weinberger · Serge Belongie |
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Poster
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Wed 17:00 |
Classification-by-Components: Probabilistic Modeling of Reasoning over a Set of Components Sascha Saralajew · Lars Holdijk · Maike Rees · Ebubekir Asan · Thomas Villmann |
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Poster
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Thu 10:45 |
Backprop with Approximate Activations for Memory-efficient Network Training Ayan Chakrabarti · Benjamin Moseley |
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Poster
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Wed 10:45 |
SCAN: A Scalable Neural Networks Framework Towards Compact and Efficient Models Linfeng Zhang · Zhanhong Tan · Jiebo Song · Jingwei Chen · Chenglong Bao · Kaisheng Ma |
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Poster
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Thu 10:45 |
Finding the Needle in the Haystack with Convolutions: on the benefits of architectural bias Stéphane d'Ascoli · Levent Sagun · Giulio Biroli · Joan Bruna |
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Poster
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Tue 17:30 |
Constrained deep neural network architecture search for IoT devices accounting for hardware calibration Florian Scheidegger · Luca Benini · Costas Bekas · A. Cristiano I. Malossi |
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Poster
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Tue 10:45 |
Positive-Unlabeled Compression on the Cloud Yixing Xu · Yunhe Wang · Hanting Chen · Kai Han · Chunjing XU · Dacheng Tao · Chang Xu |
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Poster
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Wed 10:45 |
Focused Quantization for Sparse CNNs Yiren Zhao · Xitong Gao · Daniel Bates · Robert Mullins · Cheng-Zhong Xu |
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Poster
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Thu 17:00 |
More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation Quanfu Fan · Chun-Fu (Richard) Chen · Hilde Kuehne · Marco Pistoia · David Cox |
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Poster
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Tue 17:30 |
DetNAS: Backbone Search for Object Detection Yukang Chen · Tong Yang · Xiangyu Zhang · GAOFENG MENG · Xinyu Xiao · Jian Sun |
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Poster
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Tue 17:30 |
NAT: Neural Architecture Transformer for Accurate and Compact Architectures Yong Guo · Yin Zheng · Mingkui Tan · Qi Chen · Jian Chen · Peilin Zhao · Junzhou Huang |