Weakly Supervised Learning

Automatic Selection of Discriminative Features for Dementia Detection in Cantonese-Speaking People Interspeech 2022 Automatic Synthesis of Diverse Weak Supervision Sources for Behavior Analysis CVPR 2022 AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels NeurIPS 2022 A Weak Supervised Transfer Learning Approach for Sentiment Analysis to the Kuwaiti Dialect EMNLP 2022 A Weak Supervision Approach for Predicting Difficulty of Technical Interview Questions COLING 2022 AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment Analysis EMNLP 2022 Back to Reality: Weakly-Supervised 3D Object Detection With Shape-Guided Label Enhancement CVPR 2022 Bag Graph: Multiple Instance Learning Using Bayesian Graph Neural Networks AAAI 2022 Bayesian Nonparametric Submodular Video Partition for Robust Anomaly Detection CVPR 2022 BERT-Flow-VAE: A Weakly-supervised Model for Multi-Label Text Classification COLING 2022 Better Quality Estimation for Low Resource Corpus Mining ACL 2022 Beyond Images: Label Noise Transition Matrix Estimation for Tasks with Lower-Quality Features ICML 2022 Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement CVPR 2022 Bias, Threat and Aggression Identification Using Machine Learning Techniques on Multilingual Comments COLING 2022 Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification NeurIPS 2022 Billion-Scale Pretraining With Vision Transformers for Multi-Task Visual Representations WACV 2022 Boosting Document-Level Relation Extraction by Mining and Injecting Logical Rules EMNLP 2022 Breaking Down Out-of-Distribution Detection: Many Methods Based on OOD Training Data Estimate a Combination of the Same Core Quantities ICML 2022 Bridging the Gap Between Classification and Localization for Weakly Supervised Object Localization CVPR 2022 Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection NeurIPS 2022 Building an Event Extractor with Only a Few Examples NAACL 2022 C2AM: Contrastive Learning of Class-Agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation CVPR 2022 Calibrated Learning to Defer with One-vs-All Classifiers ICML 2022 Can Q-learning be Improved with Advice? COLT 2022 Cards Against AI: Predicting Humor in a Fill-in-the-blank Party Game EMNLP 2022