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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

Noisy Label Calibration for Multi-View Classification AAAI 2025
Revisiting Interpolation for Noisy Label Correction AAAI 2025
Improving Medical Large Vision-Language Models with Abnormal-Aware Feedback ACL 2025
Explainable Automatic Fact-Checking for Journalists Augmentation in the Wild IJCAI 2025
QAEval: Mixture of Evaluators for Question-Answering Task Evaluation ACL 2025
Lost in Literalism: How Supervised Training Shapes Translationese in LLMs ACL 2025
Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing ACL 2025
Synergistic Weak-Strong Collaboration by Aligning Preferences ACL 2025
Can’t See the Forest for the Trees: Benchmarking Multimodal Safety Awareness for Multimodal LLMs ACL 2025
How to Mitigate Overfitting in Weak-to-strong Generalization? ACL 2025
Highlight What You Want: Weakly-Supervised Instance-Level Controllable Infrared-Visible Image Fusion ICCV 2025
OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference ACL 2025
STATE ToxiCN: A Benchmark for Span-level Target-Aware Toxicity Extraction in Chinese Hate Speech Detection ACL 2025
Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets ACL 2025
More Reliable Pseudo-labels, Better Performance: A Generalized Approach to Single Positive Multi-label Learning ICCV 2025
Recalling The Forgotten Class Memberships: Unlearned Models Can Be Noisy Labelers to Leak Privacy IJCAI 2025
OVA-Fields: Weakly Supervised Open-Vocabulary Affordance Fields for Robot Operational Part Detection ICCV 2025
Mixture of Experts Guided by Gaussian Splatters Matters: A new Approach to Weakly-Supervised Video Anomaly Detection ICCV 2025
Boosting Class Representation via Semantically Related Instances for Robust Long-Tailed Learning with Noisy Labels ICCV 2025
Multi-modal Identity Extraction ICCV 2025
Moderating the Generalization of Score-based Generative Model ICCV 2025
Beyond the Limits: Overcoming Negative Correlation of Activation-Based Training-Free NAS ICCV 2025
Bias in Danish Medical Notes: Infection Classification of Long Texts Using Transformer and LSTM Architectures Coupled with BERT NAACL 2025
The Nature of NLP: Analyzing Contributions in NLP Papers ACL 2025
Weakly-Supervised Learning of Dense Functional Correspondences ICCV 2025