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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

A Selective Under-Sampling (SUS) Method for Imbalanced Regression (Abstract Reprint) AAAI 2026

Creating Generalizable Data-Driven Approaches for Biodiversity Monitoring via Acoustics AAAI 2026

Adaptive Momentum and EMA-weighted Modeling for Imbalanced Label Distribution Learning AAAI 2026

Optimized Algorithms for Text Clustering with LLM-Generated Constraints AAAI 2026

Gene Incremental Learning for Single-Cell Transcriptomics AAAI 2026

Explainable Depression Assessment from Face Videos by Weakly Supervised Learning 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

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

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

PARS: Partial-Label-Learning-inspired Recommender Systems AAAI 2026

Rethinking Multi-Instance Learning Through Graph-Driven Fusion: A Dual-Path Approach to Adaptive Representation 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

AI-Driven Marine Robotics: Emerging Trends in Underwater Perception and Ecosystem Monitoring AAAI 2026