conftrace_

parameter sharing

205 papers

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Also known as

PSS

Co-occurring keywords

multi-task learning (2575) model compression (3302) transfer learning (5449) neural machine translation (2310) neural network (6616) neural architecture search (666) parameter efficiency (417) convolutional neural network (4226) efficient computing (781) multilingual translation (294)

Papers

Many Task Learning With Task Routing ICCV 2019
Improving Transformer-Based Speech Recognition Systems with Compressed Structure and Speech Attributes Augmentation INTERSPEECH 2019
Depthwise Convolution Is All You Need for Learning Multiple Visual Domains AAAI 2019
Evaluating the Supervised and Zero-shot Performance of Multi-lingual Translation Models ACL 2019
Dynamic Scene Deblurring With Parameter Selective Sharing and Nested Skip Connections CVPR 2019
Chirality Nets for Human Pose Regression NIPS 2019
Multilingual Grammar Induction with Continuous Language Identification IJCNLP 2019
A Regularization-based Framework for Bilingual Grammar Induction IJCNLP 2019
AutoGAN: Neural Architecture Search for Generative Adversarial Networks ICCV 2019
One-Shot Neural Architecture Search via Self-Evaluated Template Network ICCV 2019
SNR: Sub-Network Routing for Flexible Parameter Sharing in Multi-Task Learning AAAI 2019
A Compact and Language-Sensitive Multilingual Translation Method ACL 2019
Shared-Private Bilingual Word Embeddings for Neural Machine Translation ACL 2019
Multilingual Grammar Induction with Continuous Language Identification EMNLP 2019
Efficiency through Auto-Sizing: Notre Dame NLP’s Submission to the WNGT 2019 Efficiency Task EMNLP 2019
Deep Virtual Networks for Memory Efficient Inference of Multiple Tasks CVPR 2019
A Tensorized Transformer for Language Modeling NIPS 2019
Recurrent Stacking of Layers for Compact Neural Machine Translation Models AAAI 2019
TransGate: Knowledge Graph Embedding with Shared Gate Structure AAAI 2019
Tied Transformers: Neural Machine Translation with Shared Encoder and Decoder AAAI 2019
DUT-NLP at MEDIQA 2019: An Adversarial Multi-Task Network to Jointly Model Recognizing Question Entailment and Question Answering ACL 2019
Superposition of many models into one NIPS 2019
Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers NIPS 2019
Relaxed Parameter Sharing: Effectively Modeling Time-Varying Relationships in Clinical Time-Series MLHC 2019
Deep Residual Output Layers for Neural Language Generation ICML 2019