conftrace_

model adaptation

174 papers

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Co-occurring keywords

transfer learning (5449) domain adaptation (4595) parameter-efficient fine-tuning (736) model compression (3302) low-rank adaptation (560) large language model (13587) foundation model (735) automatic speech recognition (1774) knowledge distillation (3725) parameter efficient (173)

Papers

Meta-Learning for Few-Shot NMT Adaptation ACL 2020
Partial Weight Adaptation for Robust DNN Inference CVPR 2020
Learning to Learn Cropping Models for Different Aspect Ratio Requirements CVPR 2020
Model Adaptation: Unsupervised Domain Adaptation Without Source Data CVPR 2020
NLP Service APIs and Models for Efficient Registration of New Clients EMNLP 2020
Meta-Curvature NIPS 2019
Acoustic Modeling for Automatic Lyrics-to-Audio Alignment INTERSPEECH 2019
Few-Shot Adaptive Faster R-CNN CVPR 2019
Data Fine-Tuning AAAI 2019
Neural Adaptation Layers for Cross-domain Named Entity Recognition EMNLP 2018
CUNI Submissions in WMT18 EMNLP 2018
Rapid Adaptation of Neural Machine Translation to New Languages EMNLP 2018
Extreme Adaptation for Personalized Neural Machine Translation ACL 2018
Speaker2Vec: Unsupervised Learning and Adaptation of a Speaker Manifold Using Deep Neural Networks with an Evaluation on Speaker Segmentation INTERSPEECH 2017
Deep Activation Mixture Model for Speech Recognition INTERSPEECH 2017
RNN-LDA Clustering for Feature Based DNN Adaptation INTERSPEECH 2017
An Investigation of Deep Neural Networks for Multilingual Speech Recognition Training and Adaptation INTERSPEECH 2017
Neurogenesis-Inspired Dictionary Learning: Online Model Adaption in a Changing World IJCAI 2017
Regime Aware Learning PGM 2016
Overcoming Data Sparsity in Acoustic Modeling of Low-Resource Language by Borrowing Data and Model Parameters from High-Resource Languages INTERSPEECH 2016
Model Adaptation and Active Learning in the BBN Speech Activity Detection System for the DARPA RATS Program INTERSPEECH 2016
Stimulated Deep Neural Network for Speech Recognition INTERSPEECH 2016
Speaker Comparison with Inner Product Discriminant Functions NIPS 2009
Adaptive Body Scheme Models for Robust Robotic Manipulation RSS 2008