Deep Learning

Adversarial Training Based Multi-Source Unsupervised Domain Adaptation for Sentiment Analysis AAAI 2020 Adversarial Training for Code Retrieval with Question-Description Relevance Regularization EMNLP 2020 Adversarial Training is a Form of Data-dependent Operator Norm Regularization NeurIPS 2020 Adversarial Transformations for Semi-Supervised Learning AAAI 2020 Adversary for Social Good: Protecting Familial Privacy through Joint Adversarial Attacks AAAI 2020 AdvFlow: Inconspicuous Black-box Adversarial Attacks using Normalizing Flows NeurIPS 2020 A Dynamical Central Limit Theorem for Shallow Neural Networks NeurIPS 2020 AE-OT: A NEW GENERATIVE MODEL BASED ON EXTENDED SEMI-DISCRETE OPTIMAL TRANSPORT ICLR 2020 A Fair Comparison of Graph Neural Networks for Graph Classification ICLR 2020 Affective and Contextual Embedding for Sarcasm Detection COLING 2020 Affective Event Classification with Discourse-enhanced Self-training EMNLP 2020 Affinity Graph Supervision for Visual Recognition CVPR 2020 A foreground detection algorithm for Time-of-Flight cameras adapted dynamic integration time adjustment and multipath distortions ACML 2020 A Forest from the Trees: Generation through Neighborhoods AAAI 2020 A Formal Hierarchy of RNN Architectures ACL 2020 A Frame-based Sentence Representation for Machine Reading Comprehension ACL 2020 A Free-Energy Principle for Representation Learning ICML 2020 A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification EMNLP 2020 A Function Space View of Bounded Norm Infinite Width ReLU Nets: The Multivariate Case ICLR 2020 A GAN-based Tunable Image Compression System WACV 2020 A General Approach to Fairness with Optimal Transport AAAI 2020 A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces AAAI 2020 A Generalized Framework for Edge-Preserving and Structure-Preserving Image Smoothing AAAI 2020 A General System of Differential Equations to Model First-Order Adaptive Algorithms JMLR 2020 A Generative Approach to Titling and Clustering Wikipedia Sections ACL 2020