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Weakly Supervised Learning

3,905 papers

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Papers

Identity Without Action: Rethinking Collective Action Models in Disinformation Research EACL 2026

Weakly Supervised Named Entity Recognition for Historical Texts EACL 2026

Harder than Finding the Lost Sheep? Towards Automatically Suggesting Deliberate Metaphor Annotations in German Sermons EACL 2026

Using Correspondence Patterns to Identify Irregular Words in Cognate Sets Through Leave-One-Out Validation EACL 2026

From Passive Perception to Active Memory: A Weakly Supervised Image Manipulation Localization Framework Driven by Coarse-Grained Annotations AAAI 2026

Beyond Fully Supervised Pixel Annotations: Scribble-Driven Weakly-Supervised Framework for Image Manipulation Localization AAAI 2026

Gene Incremental Learning for Single-Cell Transcriptomics AAAI 2026

Weakly-Supervised Image Forgery Localization via Vision-Language Collaborative Reasoning Framework AAAI 2026

Explainable Depression Assessment from Face Videos by Weakly Supervised Learning AAAI 2026

SSR: Semantic and Spatial Rectification for CLIP-based Weakly Supervised Segmentation AAAI 2026

Escaping the CAM Shadow: Uncertainty-Guided Reliable Learning for Weakly Supervised Semantic Segmentation AAAI 2026

Rethinking Long-tailed Dataset Distillation: A Uni-Level Framework with Unbiased Recovery and Relabeling AAAI 2026

Leveraging Dissimilarity Invariance as a Robust Anchor for Learning with Noisy Labels AAAI 2026

Enhancing Generalization of Depth Estimation Foundation Model via Weakly-Supervised Adaptation with Regularization AAAI 2026

RefineVAD: Semantic-Guided Feature Recalibration for Weakly Supervised Video Anomaly Detection AAAI 2026

TubeRMC: Tube-conditioned Reconstruction with Mutual Constraints for Weakly-supervised Spatio-Temporal Video Grounding AAAI 2026

DBGroup: Dual-Branch Point Grouping for Weakly Supervised 3D Semantic Instance Segmentation AAAI 2026

Learning to Tell Apart: Weakly Supervised Video Anomaly Detection via Disentangled Semantic Alignment AAAI 2026

ProCrop: Learning Aesthetic Image Cropping from Professional Compositions AAAI 2026

CLASP: Cross-modal Salient Anchor-based Semantic Propagation for Weakly-supervised Dense Audio-Visual Event Localization AAAI 2026

Constrained Molecule Generation Modelled Using the Grammar Constraint AAAI 2026

HiLoMix: Robust High- and Low-Frequency Graph Learning Framework for Mixing Address Association AAAI 2026

HaNa: Hardness and Noise-Aware Robust Cross-modal Retrieval AAAI 2026

Attribution Analysis-based Concept Alignment: A Human-in-the-loop Data Debugging Framework AAAI 2026

On Coresets for End-to-end Learning from Crowds AAAI 2026