Weakly Supervised Learning

Assessor360: Multi-sequence Network for Blind Omnidirectional Image Quality Assessment NeurIPS 2023 A Study on Annotation Interfaces for Summary Comparison ACL 2023 “A Tale of Two Movements’: Identifying and Comparing Perspectives in #BlackLivesMatter and #BlueLivesMatter Movements-related Tweets using Weakly Supervised Graph-based Structured Prediction EMNLP 2023 Attend Who Is Weak: Pruning-Assisted Medical Image Localization Under Sophisticated and Implicit Imbalances WACV 2023 AttentionShift: Iteratively Estimated Part-Based Attention Map for Pointly Supervised Instance Segmentation CVPR 2023 AUC-based Selective Classification AISTATS 2023 AUC Maximization for Low-Resource Named Entity Recognition AAAI 2023 A Unified Approach to Count-Based Weakly Supervised Learning NeurIPS 2023 A Universal Unbiased Method for Classification from Aggregate Observations ICML 2023 Automatically Predicting Perceived Conversation Quality in a Pediatric Sample Enriched for Autism Interspeech 2023 Automatic Annotation of Direct Speech in Written French Narratives ACL 2023 Automatic Attention Pruning: Improving and Automating Model Pruning using Attentions AISTATS 2023 Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations ACL 2023 Auxiliary Losses for Learning Generalizable Concept-based Models NeurIPS 2023 A Weakly Supervised Classifier and Dataset of White Supremacist Language ACL 2023 A Weakly-Supervised Learning Approach to the Identification of “Alternative Lexicalizations” in Shallow Discourse Parsing ACL 2023 Background-aware Modeling for Weakly Supervised Sound Event Detection Interspeech 2023 Background-Mixed Augmentation for Weakly Supervised Change Detection AAAI 2023 Balanced Off-Policy Evaluation for Personalized Pricing AISTATS 2023 Balancing the Effect of Training Dataset Distribution of Multiple Styles for Multi-Style Text Transfer ACL 2023 Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images ICLR 2023 BEDD: The MineRL BASALT Evaluation and Demonstrations Dataset for Training and Benchmarking Agents that Solve Fuzzy Tasks NeurIPS 2023 Behavior Retrieval: Few-Shot Imitation Learning by Querying Unlabeled Datasets RSS 2023 BENCHić-lang: A Benchmark for Discriminating between Bosnian, Croatian, Montenegrin and Serbian EACL 2023 Benchmarking Low-Shot Robustness to Natural Distribution Shifts ICCV 2023