Weakly Supervised Learning

Towards a statistical theory of data selection under weak supervision ICLR 2024 Towards Context-Based Violence Detection: A Korean Crime Dialogue Dataset EACL 2024 Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs EMNLP 2024 Towards Multi-Domain Learning for Generalizable Video Anomaly Detection NeurIPS 2024 Towards Robust and Generalized Parameter-Efficient Fine-Tuning for Noisy Label Learning ACL 2024 Towards Robust Multimodal Sentiment Analysis with Incomplete Data NeurIPS 2024 Towards Unbiased Exploration in Partial Label Learning JMLR 2024 Toward Zero-Shot Instruction Following EACL 2024 ToxiCraft: A Novel Framework for Synthetic Generation of Harmful Information EMNLP 2024 Trusted Multi-view Learning with Label Noise IJCAI 2024 ULAREF: A Unified Label Refinement Framework for Learning with Inaccurate Supervision ICML 2024 UltraEdit: Instruction-based Fine-Grained Image Editing at Scale NeurIPS 2024 UMB: Understanding Model Behavior for Open-World Object Detection NeurIPS 2024 Unlearning from Weakly Supervised Learning IJCAI 2024 Unlocking Markets: A Multilingual Benchmark to Cross-Market Question Answering EMNLP 2024 Unlocking the Power of Open Set: A New Perspective for Open-Set Noisy Label Learning AAAI 2024 Unsupervised Group Re-identification via Adaptive Clustering-Driven Progressive Learning AAAI 2024 Unveiling Imitation Learning: Exploring the impact of Data Falsity to Large Language Model ACL 2024 Unveiling Project-Specific Bias in Neural Code Models COLING 2024 VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection AAAI 2024 Variance-Insensitive and Target-Preserving Mask Refinement for Interactive Image Segmentation AAAI 2024 VEIL: Vetting Extracted Image Labels from In-the-Wild Captions for Weakly-Supervised Object Detection EACL 2024 VF-Detector: Making Multi-Granularity Code Changes on Vulnerability Fix Detector Robust to Mislabeled Changes IJCAI 2024 VIDA: The Visual Incel Data Archive. A Theory-oriented Annotated Dataset To Enhance Hate Detection Through Visual Culture NAACL 2024 Video-Text Prompting for Weakly Supervised Spatio-Temporal Video Grounding EMNLP 2024