Weakly Supervised Learning

Learning Class Prototypes for Unified Sparse-Supervised 3D Object Detection CVPR 2025 Learning from biased positive-unlabeled data via threshold calibration AISTATS 2025 Learning from Label Proportions and Covariate-shifted Instances UAI 2025 Learning from negative feedback, or positive feedback or both ICLR 2025 Learning from Negative Samples in Biomedical Generative Entity Linking ACL 2025 Learning from Noisy Labels via Self-Taught On-the-Fly Meta Loss Rescaling AAAI 2025 Learning from Sufficient Rationales: Analysing the Relationship Between Explanation Faithfulness and Token-level Regularisation Strategies IJCNLP 2025 Learning from weak labelers as constraints ICLR 2025 Learning Graph Invariance by Harnessing Spuriosity ICLR 2025 Learning Strategy Representation for Imitation Learning in Multi-Agent Games AAAI 2025 Learning Subjective Label Distributions via Sociocultural Descriptors EMNLP 2025 Learning to Count from Pseudo-Labeled Segmentation WACV 2025 Learning to Generate Diverse Pedestrian Movements from Web Videos with Noisy Labels ICLR 2025 Learning to Identify Seen Unseen and Unknown in the Open World: A Practical Setting for Zero-Shot Learning WACV 2025 Learning under Temporal Label Noise ICLR 2025 Learning Visual Composition through Improved Semantic Guidance CVPR 2025 Leveraging LLMs for Bangla Grammar Error Correction: Error Categorization, Synthetic Data, and Model Evaluation ACL 2025 LeWiDi-2025 at NLPerspectives: Third Edition of the Learning with Disagreements Shared Task EMNLP 2025 LimRank: Less is More for Reasoning-Intensive Information Reranking EMNLP 2025 Looking at Model Debiasing through the Lens of Anomaly Detection WACV 2025 Looking at the Unseen: Effective Sampling of Non-Related Propositions for Argument Mining COLING 2025 Lost in Literalism: How Supervised Training Shapes Translationese in LLMs ACL 2025 LPI-RIT at LeWiDi-2025: Improving Distributional Predictions via Metadata and Loss Reweighting with DisCo EMNLP 2025 M²RL-Net: Multi-View and Multi-Level Relation Learning Network for Weakly-Supervised Image Forgery Detection AAAI 2025 Machine Learning with Scarce Data: Ejection Fraction Prediction Using PLAX View MIDL 2025