Deep Learning

Weakly-Supervised Hierarchical Text Classification AAAI 2019 Weakly Supervised Image Classification Through Noise Regularization CVPR 2019 Weakly Supervised Instance Segmentation using the Bounding Box Tightness Prior NeurIPS 2019 Weakly Supervised Scene Parsing with Point-Based Distance Metric Learning AAAI 2019 Weakly-Supervised Simultaneous Evidence Identification and Segmentation for Automated Glaucoma Diagnosis AAAI 2019 Weakly-Supervised Spatio-Temporally Grounding Natural Sentence in Video ACL 2019 Weakly Supervised Video Moment Retrieval From Text Queries CVPR 2019 Weak Supervision Enhanced Generative Network for Question Generation IJCAI 2019 Weighted Channel Dropout for Regularization of Deep Convolutional Neural Network AAAI 2019 Weisfeiler and Leman Go Neural: Higher-Order Graph Neural Networks AAAI 2019 What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment CVPR 2019 What and Where the Themes Dominate in Image AAAI 2019 What Can ResNet Learn Efficiently, Going Beyond Kernels? NeurIPS 2019 What Does BERT Learn about the Structure of Language? ACL 2019 What Does BERT Look at? An Analysis of BERT’s Attention ACL 2019 What Does It Mean to Learn in Deep Networks? And, How Does One Detect Adversarial Attacks? CVPR 2019 What does Neural Bring? Analysing Improvements in Morphosyntactic Annotation and Lemmatisation of Slovenian, Croatian and Serbian ACL 2019 What Does This Word Mean? Explaining Contextualized Embeddings with Natural Language Definition EMNLP 2019 What Do Single-View 3D Reconstruction Networks Learn? CVPR 2019 What Else Can Fool Deep Learning? Addressing Color Constancy Errors on Deep Neural Network Performance ICCV 2019 What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models AAAI 2019 What is the Effect of Importance Weighting in Deep Learning? ICML 2019 What Kind of Language Is Hard to Language-Model? ACL 2019 What Object Should I Use? - Task Driven Object Detection CVPR 2019 What Part of the Neural Network Does This? Understanding LSTMs by Measuring and Dissecting Neurons EMNLP 2019