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Representation Learning

4,925 papers

Papers per year

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Papers

Progressive Generative Hashing for Image Retrieval IJCAI 2018
Centralized Ranking Loss with Weakly Supervised Localization for Fine-Grained Object Retrieval IJCAI 2018
Joint Generative Moment-Matching Network for Learning Structural Latent Code IJCAI 2018
Zero Shot Learning via Low-rank Embedded Semantic AutoEncoder IJCAI 2018
Integrating Recurrence Dynamics for Speech Emotion Recognition INTERSPEECH 2018
Concatenative Resynthesis with Improved Training Signals for Speech Enhancement INTERSPEECH 2018
Information Encoding by Deep Neural Networks: What Can We Learn? INTERSPEECH 2018
Exploring How Phone Classification Neural Networks Learn Phonetic Information by Visualising and Interpreting Bottleneck Features INTERSPEECH 2018
Memory Time Span in LSTMs for Multi-Speaker Source Separation INTERSPEECH 2018
Visualizing Phoneme Category Adaptation in Deep Neural Networks INTERSPEECH 2018
Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from Speech INTERSPEECH 2018
An Attention Pooling Based Representation Learning Method for Speech Emotion Recognition INTERSPEECH 2018
Deeply Fused Speaker Embeddings for Text-Independent Speaker Verification INTERSPEECH 2018
Angular Softmax for Short-Duration Text-independent Speaker Verification INTERSPEECH 2018
Neural Particle Smoothing for Sampling from Conditional Sequence Models NAACL 2018
Target Foresight Based Attention for Neural Machine Translation NAACL 2018
Context Sensitive Neural Lemmatization with Lematus NAACL 2018
Which Scores to Predict in Sentence Regression for Text Summarization? NAACL 2018
LSDSCC: a Large Scale Domain-Specific Conversational Corpus for Response Generation with Diversity Oriented Evaluation Metrics NAACL 2018
Deep Contextualized Word Representations NAACL 2018
Neural Text Generation in Stories Using Entity Representations as Context NAACL 2018
Deep Dungeons and Dragons: Learning Character-Action Interactions from Role-Playing Game Transcripts NAACL 2018
Phrase-Level Metaphor Identification Using Distributed Representations of Word Meaning NAACL 2018
Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data NIPS 2017
Recurrent Ladder Networks NIPS 2017