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Model Merging

558 papers

Papers per year

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Papers

Collective Model Fusion for Multiple Black-Box Experts ICML 2019
Heterogeneous Model Reuse via Optimizing Multiparty Multiclass Margin ICML 2019
Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation IJCNLP 2019
A Deep Neural Information Fusion Architecture for Textual Network Embeddings IJCNLP 2019
Direct Neuron-Wise Fusion of Cognate Neural Networks INTERSPEECH 2019
Transfer Learning by Adaptive Merging of Multiple Models MIDL 2019
BrainEE at SemEval-2019 Task 3: Ensembling Linear Classifiers for Emotion Prediction SEMEVAL 2019
Diverse Ensemble Evolution: Curriculum Data-Model Marriage NIPS 2018
Paraphrasing Complex Network: Network Compression via Factor Transfer NIPS 2018
Multi-Task Zipping via Layer-wise Neuron Sharing NIPS 2018
Efficient Parametrization of Multi-Domain Deep Neural Networks CVPR 2018
Frustratingly Easy Model Ensemble for Abstractive Summarization EMNLP 2018
Alibaba Speech Translation Systems for IWSLT 2018 EMNLP 2018
Disney at IEST 2018: Predicting Emotions using an Ensemble EMNLP 2018
GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks ICML 2018
Unifying and Merging Well-trained Deep Neural Networks for Inference Stage IJCAI 2018
Generative Warfare Nets: Ensemble via Adversaries and Collaborators IJCAI 2018
An Ensemble of Retrieval-Based and Generation-Based Human-Computer Conversation Systems IJCAI 2018
Implementing Fusion Techniques for the Classification of Paralinguistic Information INTERSPEECH 2018
Stacking with Auxiliary Features for Visual Question Answering NAACL 2018
Bag of Experts Architectures for Model Reuse in Conversational Language Understanding NAACL 2018
Neural System Combination for Machine Translation ACL 2017
Deep Learning at Alibaba IJCAI 2017
ResNet and Model Fusion for Automatic Spoofing Detection INTERSPEECH 2017
mlr: Machine Learning in R JMLR 2016