Weakly Supervised Learning

A Unified View of Label Shift Estimation NeurIPS 2020 Background Suppression Network for Weakly-Supervised Temporal Action Localization AAAI 2020 Balanced Off-Policy Evaluation in General Action Spaces AISTATS 2020 Beyond Synthetic Noise: Deep Learning on Controlled Noisy Labels ICML 2020 Binary Classification from Positive Data with Skewed Confidence IJCAI 2020 Boosting Semantic Human Matting With Coarse Annotations CVPR 2020 Bootstrapping Named Entity Recognition in E-Commerce with Positive Unlabeled Learning ACL 2020 Boundary Enhanced Neural Span Classification for Nested Named Entity Recognition AAAI 2020 Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision MIDL 2020 Brain Metastasis Segmentation Network Trained with Robustness to Annotations with Multiple False Negatives MIDL 2020 Bridging Information-Seeking Human Gaze and Machine Reading Comprehension CoNLL 2020 Bridging Ordinary-Label Learning and Complementary-Label Learning ACML 2020 CancerEmo: A Dataset for Fine-Grained Emotion Detection EMNLP 2020 Canonical 3D Deformer Maps: Unifying parametric and non-parametric methods for dense weakly-supervised category reconstruction NeurIPS 2020 Causal Intervention for Weakly-Supervised Semantic Segmentation NeurIPS 2020 CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation AAAI 2020 Claim Check-Worthiness Detection as Positive Unlabelled Learning EMNLP 2020 Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction ACL 2020 Class Prior Estimation with Biased Positives and Unlabeled Examples AAAI 2020 Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning ICML 2020 ClusterFit: Improving Generalization of Visual Representations CVPR 2020 CODA-19: Using a Non-Expert Crowd to Annotate Research Aspects on 10,000+ Abstracts in the COVID-19 Open Research Dataset ACL 2020 Combating False Negatives in Adversarial Imitation Learning (Student Abstract) AAAI 2020 Combating Noisy Labels by Agreement: A Joint Training Method with Co-Regularization CVPR 2020 Combinational Class Activation Maps for Weakly Supervised Object Localization WACV 2020