Representation Learning

Fine-Grained Video-Text Retrieval With Hierarchical Graph Reasoning CVPR 2020 f-IRL: Inverse Reinforcement Learning via State Marginal Matching CoRL 2020 FLAMBE: Structural Complexity and Representation Learning of Low Rank MDPs NeurIPS 2020 Flows for simultaneous manifold learning and density estimation NeurIPS 2020 FlowSynth: Simplifying Complex Audio Generation Through Explorable Latent Spaces with Normalizing Flows IJCAI 2020 FM2u-Net: Face Morphological Multi-Branch Network for Makeup-Invariant Face Verification CVPR 2020 Focusing Visual Relation Detection on Relevant Relations with Prior Potentials WACV 2020 Forecasting Sequential Data Using Consistent Koopman Autoencoders ICML 2020 Foreigner-directed speech is simpler than native-directed: Evidence from social media EMNLP 2020 Forgetting to Learn Logic Programs AAAI 2020 Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains NeurIPS 2020 FReeNet: Multi-Identity Face Reenactment CVPR 2020 Frequency-based Search-control in Dyna ICLR 2020 Frequency Bias in Neural Networks for Input of Non-Uniform Density ICML 2020 Friendly Topic Assistant for Transformer Based Abstractive Summarization EMNLP 2020 From pixels to legs: Hierarchical learning of quadruped locomotion CoRL 2020 From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)? ACL 2020 From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information IJCAI 2020 From Statistical Relational to Neuro-Symbolic Artificial Intelligence IJCAI 2020 From Support Propagation to Belief Propagation in Constraint Programming (Extended Abstract) IJCAI 2020 From Trees to Continuous Embeddings and Back: Hyperbolic Hierarchical Clustering NeurIPS 2020 FSPool: Learning Set Representations with Featurewise Sort Pooling ICLR 2020 Functionality Discovery and Prediction of Physical Objects AAAI 2020 Functional Regularization for Representation Learning: A Unified Theoretical Perspective NeurIPS 2020 G2RL: Geometry-Guided Representation Learning for Facial Action Unit Intensity Estimation IJCAI 2020