Representation Learning

Deep probabilistic subsampling for task-adaptive compressed sensing ICLR 2020 Deep Ranking for Style-Aware Room Recommendations (Student Abstract) AAAI 2020 Deep reconstruction of strange attractors from time series NeurIPS 2020 Deep Relational Topic Modeling via Graph Poisson Gamma Belief Network NeurIPS 2020 Deep Remote Sensing Methods for Methane Detection in Overhead Hyperspectral Imagery WACV 2020 Deep Representation Learning on Long-Tailed Data: A Learnable Embedding Augmentation Perspective CVPR 2020 Deep Reservoir Computing Meets 5G MIMO-OFDM Systems in Symbol Detection AAAI 2020 Deep Scattering Power Spectrum Features for Robust Speech Recognition Interspeech 2020 Deep Self-Supervised Hierarchical Clustering for Speaker Diarization Interspeech 2020 Deep Semantic Clustering by Partition Confidence Maximisation CVPR 2020 Deep Speaker Embedding with Long Short Term Centroid Learning for Text-Independent Speaker Verification Interspeech 2020 Deep Structure-Revealed Network for Texture Recognition CVPR 2020 Deep Symbolic Superoptimization Without Human Knowledge ICLR 2020 Deep Unsupervised Binary Coding Networks for Multivariate Time Series Retrieval AAAI 2020 DeepView: Visualizing Classification Boundaries of Deep Neural Networks as Scatter Plots Using Discriminative Dimensionality Reduction IJCAI 2020 Deep Visual Reasoning: Learning to Predict Action Sequences for Task and Motion Planning from an Initial Scene Image RSS 2020 Deep Weighted MaxSAT for Aspect-based Opinion Extraction EMNLP 2020 DeFeat-Net: General Monocular Depth via Simultaneous Unsupervised Representation Learning CVPR 2020 Definition Frames: Using Definitions for Hybrid Concept Representations COLING 2020 Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation ICLR 2020 Delexicalized Paraphrase Generation COLING 2020 Demixed shared component analysis of neural population data from multiple brain areas NeurIPS 2020 Demystifying Contrastive Self-Supervised Learning: Invariances, Augmentations and Dataset Biases NeurIPS 2020 Demystifying Inter-Class Disentanglement ICLR 2020 Dense Correspondences between Human Bodies via Learning Transformation Synchronization on Graphs NeurIPS 2020