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122 papers

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Papers

Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation CVPR 2019 Overcoming Multi-model Forgetting ICML 2019 Random Search and Reproducibility for Neural Architecture Search UAI 2019 Solving Continual Combinatorial Selection via Deep Reinforcement Learning IJCAI 2019 Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions ICML 2018 LEARNING TO SHARE: SIMULTANEOUS PARAMETER TYING AND SPARSIFICATION IN DEEP LEARNING ICLR 2018 Reusing Weights in Subword-Aware Neural Language Models NAACL 2018 Slot Filling with Delexicalized Sentence Generation Interspeech 2018 Understanding and Simplifying One-Shot Architecture Search ICML 2018 Unifying and Merging Well-trained Deep Neural Networks for Inference Stage IJCAI 2018 Unsupervised Neural Machine Translation with Weight Sharing ACL 2018 WSNet: Compact and Efficient Networks Through Weight Sampling ICML 2018 AdaNet: Adaptive Structural Learning of Artificial Neural Networks ICML 2017 Exploiting Domain Knowledge via Grouped Weight Sharing with Application to Text Categorization ACL 2017 Scale-Invariant Recognition by Weight-Shared CNNs in Parallel ACML 2017 Convolutional Neural Fabrics NeurIPS 2016 Coupled Generative Adversarial Networks NeurIPS 2016 Group Equivariant Convolutional Networks ICML 2016 Compressing Neural Networks with the Hashing Trick ICML 2015 Mirror Descent Meets Fixed Share (and feels no regret) NeurIPS 2012 Tiled convolutional neural networks NeurIPS 2010 The Principled Design of Large-Scale Recursive Neural Network Architectures--DAG-RNNs and the Protein Structure Prediction Problem JMLR 2003