← Application Areas
Machine Learning › Application Areas ›

Domain Adaptation

8656 directly classified papers

Papers per year

Papers

Learning from Networked Examples ALT 2017
Effectively Building Tera Scale MaxEnt Language Models Incorporating Non-Linguistic Signals INTERSPEECH 2017
Approximated and Domain-Adapted LSTM Language Models for First-Pass Decoding in Speech Recognition INTERSPEECH 2017
Multi-Task Structured Prediction for Entity Analysis: Search-Based Learning Algorithms ACML 2017
Neoveille, a Web Platform for Neologism Tracking EACL 2017
Learning Video Object Segmentation From Static Images CVPR 2017
Adversarial Training for Cross-Domain Universal Dependency Parsing CONLL 2017
Neural Structural Correspondence Learning for Domain Adaptation CONLL 2017
Neural Domain Adaptation for Biomedical Question Answering CONLL 2017
Elicitation Design for Acoustic Depression Classification: An Investigation of Articulation Effort, Linguistic Complexity, and Word Affect INTERSPEECH 2017
Duration Mismatch Compensation Using Four-Covariance Model and Deep Neural Network for Speaker Verification INTERSPEECH 2017
Areal and Phylogenetic Features for Multilingual Speech Synthesis INTERSPEECH 2017
Tight Integration of Spatial and Spectral Features for BSS with Deep Clustering Embeddings INTERSPEECH 2017
Speaker Adaptation in DNN-Based Speech Synthesis Using d-Vectors INTERSPEECH 2017
Speaker Verification Under Adverse Conditions Using i-Vector Adaptation and Neural Networks INTERSPEECH 2017
i-Vector Transformation Using a Novel Discriminative Denoising Autoencoder for Noise-Robust Speaker Recognition INTERSPEECH 2017
Deep Transfer Learning with Joint Adaptation Networks ICML 2017
Robust Gaussian Graphical Model Estimation with Arbitrary Corruption ICML 2017
When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, $\ell_2$-consistency and Neuroscience Applications ICML 2017
DARLA: Improving Zero-Shot Transfer in Reinforcement Learning ICML 2017
Automatic Explanation Spot Estimation Method Targeted at Text and Figures in Lecture Slides INTERSPEECH 2017
Out-of-domain FrameNet Semantic Role Labeling EACL 2017
Sentence Embedding for Neural Machine Translation Domain Adaptation ACL 2017
Efficient Extraction of Pseudo-Parallel Sentences from Raw Monolingual Data Using Word Embeddings ACL 2017
An Empirical Comparison of Domain Adaptation Methods for Neural Machine Translation ACL 2017