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Representation Learning

2843 directly classified papers

Papers per year

Papers

Neural Empirical Bayes JMLR 2019
MPD-AL: An Efficient Membrane Potential Driven Aggregate-Label Learning Algorithm for Spiking Neurons AAAI 2019
A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data AAAI 2019
Less but Better: Generalization Enhancement of Ordinal Embedding via Distributional Margin AAAI 2019
Incomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting AAAI 2019
Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting AAAI 2019
Learning Adaptive Random Features AAAI 2019
The Utility of Sparse Representations for Control in Reinforcement Learning AAAI 2019
Understanding VAEs in Fisher-Shannon Plane AAAI 2019
Antonym-Synonym Classification Based on New Sub-Space Embeddings AAAI 2019
Unsupervised Post-Processing of Word Vectors via Conceptor Negation AAAI 2019
Optimizing Sequences of Probabilistic Manipulation Skills Learned from Demonstration CORL 2019
Learning to Augment with Feature Side-information ACML 2019
Improving Hypernymy Prediction via Taxonomy Enhanced Adversarial Learning AAAI 2019
Recognizing Unseen Attribute-Object Pair with Generative Model AAAI 2019
Leveraging Textual Specifications for Grammar-Based Fuzzing of Network Protocols AAAI 2019
Separating Wheat from Chaff: Joining Biomedical Knowledge and Patient Data for Repurposing Medications AAAI 2019
Inferring Concept Prerequisite Relations from Online Educational Resources AAAI 2019
FISH-MML: Fisher-HSIC Multi-View Metric Learning IJCAI 2018
Towards Sample Efficient Reinforcement Learning IJCAI 2018
Redundancy-resistant Generative Hashing for Image Retrieval IJCAI 2018
Task-Guided and Semantic-Aware Ranking for Academic Author-Paper Correlation Inference IJCAI 2018
Multi-modality Sensor Data Classification with Selective Attention IJCAI 2018
Analysis of Rhythmic Phrasing: Feature Engineering vs. Representation Learning for Classifying Readout Poetry COLING 2018
Convolutional Memory Blocks for Depth Data Representation Learning IJCAI 2018