Weakly Supervised Learning

BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition ACL 2021 Beyond Black & White: Leveraging Annotator Disagreement via Soft-Label Multi-Task Learning NAACL 2021 Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise AAAI 2021 Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering ICCV 2021 Binary Classification from Multiple Unlabeled Datasets via Surrogate Set Classification ICML 2021 Bipartite Matching for Crowd Counting with Point Supervision IJCAI 2021 Boosting Weakly Supervised Object Detection via Learning Bounding Box Adjusters ICCV 2021 Bootstrapping a Music Voice Assistant with Weak Supervision NAACL 2021 Bootstrap Your Object Detector via Mixed Training NeurIPS 2021 BoxInst: High-Performance Instance Segmentation With Box Annotations CVPR 2021 Can Audio-Visual Integration Strengthen Robustness Under Multimodal Attacks? CVPR 2021 CAT-Net: Compression Artifact Tracing Network for Detection and Localization of Image Splicing WACV 2021 CaT: Weakly Supervised Object Detection With Category Transfer ICCV 2021 Challenges for Information Extraction from Dialogue in Criminal Law ACL 2021 Challenges in Information-Seeking QA: Unanswerable Questions and Paragraph Retrieval ACL 2021 Change Is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery ICCV 2021 Changes in European Solidarity Before and During COVID-19: Evidence from a Large Crowd- and Expert-Annotated Twitter Dataset ACL 2021 Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL ACL 2021 ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision EMNLP 2021 Class2Simi: A Noise Reduction Perspective on Learning with Noisy Labels ICML 2021 Classification with Rejection Based on Cost-sensitive Classification ICML 2021 Clusterability as an Alternative to Anchor Points When Learning with Noisy Labels ICML 2021 Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data EMNLP 2021 CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation IJCAI 2021 COHESIV: Contrastive Object and Hand Embedding Segmentation In Video NeurIPS 2021