representation learning

Task-Driven Common Representation Learning via Bridge Neural Network AAAI 2019 Temporal Pyramid Pooling Convolutional Neural Network for Cover Song Identification IJCAI 2019 Temporal Transformer Networks: Joint Learning of Invariant and Discriminative Time Warping CVPR 2019 Text Classification with Few Examples using Controlled Generalization NAACL 2019 The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives EMNLP 2019 The emergence of number and syntax units in LSTM language models NAACL 2019 The INTERSPEECH 2019 Computational Paralinguistics Challenge: Styrian Dialects, Continuous Sleepiness, Baby Sounds & Orca Activity Interspeech 2019 The Pros and Cons: Rank-Aware Temporal Attention for Skill Determination in Long Videos CVPR 2019 Tile2Vec: Unsupervised Representation Learning for Spatially Distributed Data AAAI 2019 Time-Agnostic Prediction: Predicting Predictable Video Frames ICLR 2019 Topics to Avoid: Demoting Latent Confounds in Text Classification EMNLP 2019 To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks ACL 2019 Towards Architecture-Agnostic Neural Transfer: a Knowledge-Enhanced Approach IJCAI 2019 Towards a Unified End-to-End Approach for Fully Unsupervised Cross-Lingual Sentiment Analysis CoNLL 2019 Towards Discriminative Representation Learning for Speech Emotion Recognition IJCAI 2019 Towards Discriminative Representations and Unbiased Predictions: Class-Specific Angular Softmax for Speech Emotion Recognition Interspeech 2019 Towards Gene Function Prediction via Multi-Networks Representation Learning AAAI 2019 Towards Language Agnostic Universal Representations ACL 2019 Towards Optimal Transport with Global Invariances AISTATS 2019 Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications ACL 2019 TransConv: Relationship Embedding in Social Networks AAAI 2019 Transferability vs. Discriminability: Batch Spectral Penalization for Adversarial Domain Adaptation ICML 2019 Transferable Neural Projection Representations NAACL 2019 Transferable Representation Learning in Vision-and-Language Navigation ICCV 2019 Transfer Learning in Natural Language Processing NAACL 2019