Representation Learning

Learning interpretable multi-modal features for alignment with supervised iterative descent MIDL 2019 Learning Interpretable Relational Structures of Hinge-loss Markov Random Fields IJCAI 2019 Learning-In-The-Loop Optimization: End-To-End Control And Co-Design Of Soft Robots Through Learned Deep Latent Representations NeurIPS 2019 Learning Invariant Representations of Social Media Users EMNLP 2019 Learning Invariant Representations with Kernel Warping AISTATS 2019 Learning Ising Models with Independent Failures COLT 2019 Learning Joint 2D-3D Representations for Depth Completion ICCV 2019 Learning K-way D-dimensional Discrete Embedding for Hierarchical Data Visualization and Retrieval IJCAI 2019 Learning Latent Dynamics for Planning from Pixels ICML 2019 Learning Latent Plans from Play CoRL 2019 Learning Latent Process from High-Dimensional Event Sequences via Efficient Sampling NeurIPS 2019 Learning low-dimensional state embeddings and metastable clusters from time series data NeurIPS 2019 Learning Macroscopic Brain Connectomes via Group-Sparse Factorization NeurIPS 2019 Learning Mixed-Curvature Representations in Product Spaces ICLR 2019 Learning Motion in Feature Space: Locally-Consistent Deformable Convolution Networks for Fine-Grained Action Detection ICCV 2019 Learning Multiple Maps from Conditional Ordinal Triplets IJCAI 2019 Learning Natural Programs from a Few Examples in Real-Time AISTATS 2019 Learning Network Embedding with Community Structural Information IJCAI 2019 Learning Neural Bag-of-Matrix-Summarization with Riemannian Network AAAI 2019 Learning Non-Convergent Non-Persistent Short-Run MCMC Toward Energy-Based Model NeurIPS 2019 Learning nonlinear level sets for dimensionality reduction in function approximation NeurIPS 2019 Learning Outcomes and Their Relatedness in a Medical Curriculum ACL 2019 Learning Overcomplete, Low Coherence Dictionaries with Linear Inference JMLR 2019 Learning Perceptual Inference by Contrasting NeurIPS 2019 Learning Personalized Attribute Preference via Multi-Task AUC Optimization AAAI 2019