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Weakly Supervised Learning

385 directly classified papers

Papers per year

Papers

Weakly Supervised Video Salient Object Detection CVPR 2021
SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks CVPR 2021
Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation CVPR 2021
WOAD: Weakly Supervised Online Action Detection in Untrimmed Videos CVPR 2021
Embedded Discriminative Attention Mechanism for Weakly Supervised Semantic Segmentation CVPR 2021
Temporal Action Segmentation From Timestamp Supervision CVPR 2021
Weakly-Supervised Physically Unconstrained Gaze Estimation CVPR 2021
Towards Bridging Event Captioner and Sentence Localizer for Weakly Supervised Dense Event Captioning CVPR 2021
One Thing One Click: A Self-Training Approach for Weakly Supervised 3D Semantic Segmentation CVPR 2021
Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules CVPR 2021
Weakly Supervised Instance Segmentation for Videos With Temporal Mask Consistency CVPR 2021
A Second-Order Approach to Learning With Instance-Dependent Label Noise CVPR 2021
Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data EMNLP 2021
Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering EMNLP 2021
Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question Answering EMNLP 2021
KnowMAN: Weakly Supervised Multinomial Adversarial Networks EMNLP 2021
Fine-grained Semantic Alignment Network for Weakly Supervised Temporal Language Grounding EMNLP 2021
Understanding and Improving Early Stopping for Learning with Noisy Labels NIPS 2021
Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation NIPS 2021
Coupled-View Deep Classifier Learning from Multiple Noisy Annotators AAAI 2020
Generative-Discriminative Complementary Learning AAAI 2020
Weakly-Supervised Opinion Summarization by Leveraging External Information AAAI 2020
CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation AAAI 2020
EHSOD: CAM-Guided End-to-End Hybrid-Supervised Object Detection with Cascade Refinement AAAI 2020
Relational Prototypical Network for Weakly Supervised Temporal Action Localization AAAI 2020