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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

Neighbor-aware Instance Refining with Noisy Labels for Cross-Modal Retrieval AAAI 2026
Semantic-Consistent Bidirectional Contrastive Hashing for Noisy Multi-Label Cross-Modal Retrieval AAAI 2026
Neighbor-aware Label Refinement: Enhancing Unreliable Instance-Dependent Partial Labels AAAI 2026
HyperSHAP: Shapley Values and Interactions for Explaining Hyperparameter Optimization AAAI 2026
QuMAB: Query-based Multi-annotator Behavior Pattern Learning AAAI 2026
WSSSP-Net: Weakly Supervised Semantic Segmentation Plugin Network for Face Anti-Spoofing WACV 2026
FSP-DETR: Few-Shot Prototypical Parasitic Ova Detection WACV 2026
Cluster-based Pseudo-labeling for Semi-Supervised LiDAR Semantic Segmentation WACV 2026
MVAT: Multi-View Aware Teacher for Weakly Supervised 3D Object Detection WACV 2026
Reciprocal Teaching: Dynamic Multi-Model Teacher-Student Learning for Multiple Noisy Annotations WACV 2026
Timestamp Query Transformer for Temporal Action Segmentation WACV 2026
Diagnose Like A REAL Pathologist: An Uncertainty-Focused Approach for Trustworthy Multi-Resolution Multiple Instance Learning WACV 2026
CLIP-UP: CLIP-Based Unanswerable Problem Detection for Visual Question Answering WACV 2026
Cross-lingual and Word-Independent Methods for Quantifying Degree of Grammaticalization EACL 2026
Is He Extroverted? Identifying Missing Relevant Personas for Faithful User Simulation EACL 2026
Optimizing What We Trust: Reliability-Guided QUBO Selection of Multi-Agent Weak Framing Signals for Arabic Sentiment Prediction EACL 2026
Weakly-supervised Argument Mining with Boundary Refinement and Relation Denoising EACL 2026
Harder than Finding the Lost Sheep? Towards Automatically Suggesting Deliberate Metaphor Annotations in German Sermons EACL 2026
Boundary-Aware LLM Augmentation for Low-Resource Event Argument Extraction EACL 2026
From Emotion to Expression: Theoretical Foundations and Resources for Fear Speech EACL 2026
Using Correspondence Patterns to Identify Irregular Words in Cognate Sets Through Leave-One-Out Validation EACL 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
On Coresets for End-to-end Learning from Crowds AAAI 2026
Toward Gaze Target Detection of Young Autistic Children AAAI 2026