Representation Learning

Learning Matching Representations for Individualized Organ Transplantation Allocation AISTATS 2021 Learning Models as Functionals of Signed-Distance Fields for Manipulation Planning CoRL 2021 Learning Mutual Correlation in Multimodal Transformer for Speech Emotion Recognition Interspeech 2021 Learning Neural Ordinary Equations for Forecasting Future Links on Temporal Knowledge Graphs EMNLP 2021 Learning Neural Representation of Camera Pose with Matrix Representation of Pose Shift via View Synthesis CVPR 2021 Learning Node Representations Using Stationary Flow Prediction on Large Payment and Cash Transaction Networks ICML 2021 Learning of Visual Relations: The Devil Is in the Tails ICCV 2021 Learning Omni-Frequency Region-adaptive Representations for Real Image Super-Resolution AAAI 2021 Learning Paralinguistic Features from Audiobooks through Style Voice Conversion NAACL 2021 Learning Parallel Dense Correspondence From Spatio-Temporal Descriptors for Efficient and Robust 4D Reconstruction CVPR 2021 Learning Parametrised Graph Shift Operators ICLR 2021 Learning Probabilistic Ordinal Embeddings for Uncertainty-Aware Regression CVPR 2021 Learning Progressive Point Embeddings for 3D Point Cloud Generation CVPR 2021 Learning Proofs of Motion Planning Infeasibility RSS 2021 Learning Randomly Perturbed Structured Predictors for Direct Loss Minimization ICML 2021 Learning Recurrent Neural Net Models of Nonlinear Systems L4DC 2021 Learning Relatedness between Types with Prototypes for Relation Extraction EACL 2021 Learning Relation Alignment for Calibrated Cross-modal Retrieval ACL 2021 Learning Representations by Humans, for Humans ICML 2021 Learning Representations for Incomplete Time Series Clustering AAAI 2021 Learning Riemannian Manifolds for Geodesic Motion Skills RSS 2021 Learning Riemannian metric for disease progression modeling NeurIPS 2021 Learning Robust Speech Representation with an Articulatory-Regularized Variational Autoencoder Interspeech 2021 Learning Self-Consistency for Deepfake Detection ICCV 2021 Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation ICML 2021