Domain Adaptation

Deep Face Detector Adaptation Without Negative Transfer or Catastrophic Forgetting CVPR 2018 Deep Learning Architecture for Complex Word Identification NAACL 2018 Deep Pivot-Based Modeling for Cross-language Cross-domain Transfer with Minimal Guidance EMNLP 2018 DeepVoting: A Robust and Explainable Deep Network for Semantic Part Detection Under Partial Occlusion CVPR 2018 DeFactoNLP: Fact Verification using Entity Recognition, TFIDF Vector Comparison and Decomposable Attention EMNLP 2018 Demonstrating Par4Sem - A Semantic Writing Aid with Adaptive Paraphrasing EMNLP 2018 Depression Detection from Short Utterances via Diverse Smartphones in Natural Environmental Conditions Interspeech 2018 Deriving Machine Attention from Human Rationales EMNLP 2018 Detach and Adapt: Learning Cross-Domain Disentangled Deep Representation CVPR 2018 Detecting and Correcting for Label Shift with Black Box Predictors ICML 2018 Detecting Diabetes Risk from Social Media Activity EMNLP 2018 Detecting Media Sound Presence in Acoustic Scenes Interspeech 2018 Diarization is Hard: Some Experiences and Lessons Learned for the JHU Team in the Inaugural DIHARD Challenge Interspeech 2018 Distance Metric Facilitated Transportation between Heterogeneous Domains IJCAI 2018 Distributional Correspondence Indexing for Cross-Lingual and Cross-Domain Sentiment Classification (Extended Abstract) IJCAI 2018 Distributionally Robust Graphical Models NeurIPS 2018 Document-Level Adaptation for Neural Machine Translation ACL 2018 Does Distributionally Robust Supervised Learning Give Robust Classifiers? ICML 2018 Does Tail Label Help for Large-Scale Multi-Label Learning IJCAI 2018 Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions NeurIPS 2018 Domain Adaptation for Disease Phrase Matching with Adversarial Networks ACL 2018 Domain Adaptation Using Factorized Hidden Layer for Robust Automatic Speech Recognition Interspeech 2018 Domain Adaptation via Tree Kernel Based Maximum Mean Discrepancy for User Consumption Intention Identification IJCAI 2018 Domain Adaptation with Adversarial Training and Graph Embeddings ACL 2018 Domain Adapted Word Embeddings for Improved Sentiment Classification ACL 2018