Representation Learning

Towards Fine-Grained Temporal Network Representation via Time-Reinforced Random Walk AAAI 2020 Towards Global Explanations of Convolutional Neural Networks With Concept Attribution CVPR 2020 Towards Learning Structure via Consensus for Face Segmentation and Parsing CVPR 2020 Towards Maximizing the Representation Gap between In-Domain & Out-of-Distribution Examples NeurIPS 2020 Towards Scale-Free Rain Streak Removal via Self-Supervised Fractal Band Learning AAAI 2020 Towards Transparent and Explainable Attention Models ACL 2020 Towards Universal Representation Learning for Deep Face Recognition CVPR 2020 Towards Unsupervised Learning of Generative Models for 3D Controllable Image Synthesis CVPR 2020 Training Linear Finite-State Machines NeurIPS 2020 Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification NeurIPS 2020 Transition-based Semantic Dependency Parsing with Pointer Networks ACL 2020 TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting CVPR 2020 Truecasing German user-generated conversational text EMNLP 2020 Uncertainty-Aware Deep Classifiers Using Generative Models AAAI 2020 Uncertainty-Aware Score Distribution Learning for Action Quality Assessment CVPR 2020 Uncertainty-Aware Semantic Augmentation for Neural Machine Translation EMNLP 2020 Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent Structure Learning EMNLP 2020 Unsupervised Domain Clusters in Pretrained Language Models ACL 2020 Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing ACL 2020 Unsupervised Learning From Video With Deep Neural Embeddings CVPR 2020 Unsupervised Learning of Lagrangian Dynamics from Images for Prediction and Control NeurIPS 2020 Unsupervised Nonlinear Feature Selection from High-Dimensional Signed Networks AAAI 2020 Unsupervised Representation Learning for Gaze Estimation CVPR 2020 Unsupervised Semantic Aggregation and Deformable Template Matching for Semi-Supervised Learning NeurIPS 2020 Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding AAAI 2020