Model Merging

Supermasks in Superposition NeurIPS 2020 The Diversified Ensemble Neural Network NeurIPS 2020 The Implicit Regularization of Ordinary Least Squares Ensembles AISTATS 2020 The Volctrans Machine Translation System for WMT20 EMNLP 2020 Understanding and Exploring the Network with Stochastic Architectures NeurIPS 2020 Amalgamating Knowledge towards Comprehensive Classification AAAI 2019 BrainEE at SemEval-2019 Task 3: Ensembling Linear Classifiers for Emotion Prediction SemEval 2019 Collective Model Fusion for Multiple Black-Box Experts ICML 2019 Customizing Student Networks From Heterogeneous Teachers via Adaptive Knowledge Amalgamation ICCV 2019 Direct Neuron-Wise Fusion of Cognate Neural Networks Interspeech 2019 EASSE: Easier Automatic Sentence Simplification Evaluation EMNLP 2019 Heterogeneous Model Reuse via Optimizing Multiparty Multiclass Margin ICML 2019 Improving Sentiment Classification in Slovak Language ACL 2019 Superposition of many models into one NeurIPS 2019 Transfer Learning by Adaptive Merging of Multiple Models MIDL 2019 Unifying Heterogeneous Classifiers With Distillation CVPR 2019 Alibaba Speech Translation Systems for IWSLT 2018 EMNLP 2018 An Ensemble of Retrieval-Based and Generation-Based Human-Computer Conversation Systems IJCAI 2018 Bag of Experts Architectures for Model Reuse in Conversational Language Understanding NAACL 2018 Disney at IEST 2018: Predicting Emotions using an Ensemble EMNLP 2018 Diverse Ensemble Evolution: Curriculum Data-Model Marriage NeurIPS 2018 Efficient Parametrization of Multi-Domain Deep Neural Networks CVPR 2018 Frustratingly Easy Model Ensemble for Abstractive Summarization EMNLP 2018 Generative Warfare Nets: Ensemble via Adversaries and Collaborators IJCAI 2018 GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks ICML 2018