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weakly supervised learning

1323 papers

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Also known as

WS WSL

Co-occurring keywords

semantic segmentation (3179) object detection (2759) weakly-supervised learning (245) convolutional neural network (4216) multiple instance learning (218) video understanding (1647) text classification (6776) weak supervision (288) contrastive learning (3979) transfer learning (5442)

Papers

Fine-Grained Perception in Panoramic Scenes: A Novel Task, Dataset, and Method for Object Importance Ranking AAAI 2025
Highlight What You Want: Weakly-Supervised Instance-Level Controllable Infrared-Visible Image Fusion ICCV 2025
STPro: Spatial and Temporal Progressive Learning for Weakly Supervised Spatio-Temporal Grounding CVPR 2025
Rethinking Pseudo-Label Guided Learning for Weakly Supervised Temporal Action Localization from the Perspective of Noise Correction AAAI 2025
DViN: Dynamic Visual Routing Network for Weakly Supervised Referring Expression Comprehension CVPR 2025
Mixture of Experts Guided by Gaussian Splatters Matters: A new Approach to Weakly-Supervised Video Anomaly Detection ICCV 2025
Selective Contrastive Learning for Weakly Supervised Affordance Grounding ICCV 2025
CEMIL: Contextual Attention Based Efficient Weakly Supervised Approach for Histopathology Image Classification WACV 2025
Weakly-supervised Audio Temporal Forgery Localization via Progressive Audio-language Co-learning Network IJCAI 2025
Weakly Supervised Visible-Infrared Person Re-Identification via Heterogeneous Expert Collaborative Consistency Learning ICCV 2025
MOSCATO: Predicting Multiple Object State Change Through Actions ICCV 2025
More Reliable Pseudo-labels, Better Performance: A Generalized Approach to Single Positive Multi-label Learning ICCV 2025
A Realistic Protocol for Evaluation of Weakly Supervised Object Localization WACV 2025
A Rose by Any Other Name: LLM-Generated Explanations Are Good Proxies for Human Explanations to Collect Label Distributions on NLI ACL 2025
Indonesian Speech Content De-Identification in Low Resource Transcripts COLING 2025
M²RL-Net: Multi-View and Multi-Level Relation Learning Network for Weakly-Supervised Image Forgery Detection AAAI 2025
WISH: Weakly Supervised Instance Segmentation using Heterogeneous Labels CVPR 2025
Weakly Supervised Temporal Action Localization via Dual-Prior Collaborative Learning Guided by Multimodal Large Language Models CVPR 2025
Reasoning Mamba: Hypergraph-Guided Region Relation Calculating for Weakly Supervised Affordance Grounding CVPR 2025
The Promises and Pitfalls of LLM Annotations in Dataset Labeling: a Case Study on Media Bias Detection NAACL 2025
Self-Classification Enhancement and Correction for Weakly Supervised Object Detection IJCAI 2025
Endoscopic Scoring and Localization in Unconstrained Clinical Trial Videos WACV 2025
Navigating Label Ambiguity for Facial Expression Recognition in the Wild AAAI 2025
Dehaze-RetinexGAN: Real-World Image Dehazing via Retinex-based Generative Adversarial Network AAAI 2025
Weakly Supervised Semantic Segmentation via Progressive Confidence Region Expansion CVPR 2025