feature learning

Deep Learning on Small Datasets without Pre-Training using Cosine Loss WACV 2020 Deep learning versus kernel learning: an empirical study of loss landscape geometry and the time evolution of the Neural Tangent Kernel NeurIPS 2020 DeFeat-Net: General Monocular Depth via Simultaneous Unsupervised Representation Learning CVPR 2020 Density-Aware Graph for Deep Semi-Supervised Visual Recognition CVPR 2020 DessiLBI: Exploring Structural Sparsity of Deep Networks via Differential Inclusion Paths ICML 2020 Detail-recovery Image Deraining via Context Aggregation Networks CVPR 2020 Detecting and Diagnosing Adversarial Images with Class-Conditional Capsule Reconstructions ICLR 2020 Disentangled Feature Learning Network for Vehicle Re-Identification IJCAI 2020 Distance Metric Learning with Joint Representation Diversification ICML 2020 Distraction-Aware Feature Learning for Human Attribute Recognition via Coarse-to-Fine Attention Mechanism AAAI 2020 Diverse Plausible Shape Completions from Ambiguous Depth Images CoRL 2020 DNNs as Layers of Cooperating Classifiers AAAI 2020 Don't Judge an Object by Its Context: Learning to Overcome Contextual Bias CVPR 2020 Dynamic Hierarchical Mimicking Towards Consistent Optimization Objectives CVPR 2020 Efficient Facial Feature Learning with Wide Ensemble-Based Convolutional Neural Networks AAAI 2020 Encodings of Source Syntax: Similarities in NMT Representations Across Target Languages ACL 2020 End-to-End Adversarial-Attention Network for Multi-Modal Clustering CVPR 2020 Ensembles of Locally Independent Prediction Models AAAI 2020 Equalization Loss for Long-Tailed Object Recognition CVPR 2020 Explorable Super Resolution CVPR 2020 Exploration of Audio Quality Assessment and Anomaly Localisation Using Attention Models Interspeech 2020 Facial Action Unit Intensity Estimation via Semantic Correspondence Learning with Dynamic Graph Convolution AAAI 2020 Filtration and Distillation: Enhancing Region Attention for Fine-Grained Visual Categorization AAAI 2020 FIND: Human-in-the-Loop Debugging Deep Text Classifiers EMNLP 2020 Generalized Convolutional Forest Networks for Domain Generalization and Visual Recognition ICLR 2020