Weakly Supervised Learning

A flexible model for training action localization with varying levels of supervision NeurIPS 2018 Bootstrapping the Performance of Webly Supervised Semantic Segmentation CVPR 2018 Cube Padding for Weakly-Supervised Saliency Prediction in 360° Videos CVPR 2018 End-to-End Weakly-Supervised Semantic Alignment CVPR 2018 Finding "It": Weakly-Supervised Reference-Aware Visual Grounding in Instructional Videos CVPR 2018 Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological Tags COLING 2018 Learning 3D Shape Completion From Laser Scan Data With Weak Supervision CVPR 2018 Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots ACL 2018 Learning Pixel-Level Semantic Affinity With Image-Level Supervision for Weakly Supervised Semantic Segmentation CVPR 2018 Min-Entropy Latent Model for Weakly Supervised Object Detection CVPR 2018 Multi-Evidence Filtering and Fusion for Multi-Label Classification, Object Detection and Semantic Segmentation Based on Weakly Supervised Learning CVPR 2018 Multimodal Generative Models for Scalable Weakly-Supervised Learning NeurIPS 2018 Multiple Instance Deep Learning for Weakly Supervised Small-Footprint Audio Event Detection Interspeech 2018 NeuralNetwork-Viterbi: A Framework for Weakly Supervised Video Learning CVPR 2018 Normalized Cut Loss for Weakly-Supervised CNN Segmentation CVPR 2018 Ordinal Depth Supervision for 3D Human Pose Estimation CVPR 2018 Partially-Supervised Image Captioning NeurIPS 2018 Real-World Anomaly Detection in Surveillance Videos CVPR 2018 Regular Expression Guided Entity Mention Mining from Noisy Web Data EMNLP 2018 Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi-Supervised Semantic Segmentation CVPR 2018 Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised EMNLP 2018 Tell Me Where to Look: Guided Attention Inference Network CVPR 2018 Training a Neural Network in a Low-Resource Setting on Automatically Annotated Noisy Data ACL 2018 Using Trusted Data to Train Deep Networks on Labels Corrupted by Severe Noise NeurIPS 2018 W2F: A Weakly-Supervised to Fully-Supervised Framework for Object Detection CVPR 2018