Weakly Supervised Learning

Knodle: Modular Weakly Supervised Learning with PyTorch ACL 2021 KnowMAN: Weakly Supervised Multinomial Adversarial Networks EMNLP 2021 Localizing Visual Sounds the Hard Way CVPR 2021 Mesh Saliency: An Independent Perceptual Measure or a Derivative of Image Saliency? CVPR 2021 MIST: Multiple Instance Self-Training Framework for Video Anomaly Detection CVPR 2021 Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation CVPR 2021 One Thing One Click: A Self-Training Approach for Weakly Supervised 3D Semantic Segmentation CVPR 2021 Online Refinement of Low-Level Feature Based Activation Map for Weakly Supervised Object Localization ICCV 2021 Open-Vocabulary Object Detection Using Captions CVPR 2021 Points As Queries: Weakly Semi-Supervised Object Detection by Points CVPR 2021 Query-Memory Re-Aggregation for Weakly-supervised Video Object Segmentation AAAI 2021 Railroad Is Not a Train: Saliency As Pseudo-Pixel Supervision for Weakly Supervised Semantic Segmentation CVPR 2021 Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation NeurIPS 2021 Revisiting the Negative Data of Distantly Supervised Relation Extraction ACL 2021 SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks CVPR 2021 Semantic-Aware Video Text Detection CVPR 2021 StarNet: towards Weakly Supervised Few-Shot Object Detection AAAI 2021 Strengthen Learning Tolerance for Weakly Supervised Object Localization CVPR 2021 Structure-Consistent Weakly Supervised Salient Object Detection with Local Saliency Coherence AAAI 2021 Temporal Action Segmentation From Timestamp Supervision CVPR 2021 Toward Joint Thing-and-Stuff Mining for Weakly Supervised Panoptic Segmentation CVPR 2021 Towards Bridging Event Captioner and Sentence Localizer for Weakly Supervised Dense Event Captioning CVPR 2021 Understanding and Improving Early Stopping for Learning with Noisy Labels NeurIPS 2021 Weakly Supervised Action Selection Learning in Video CVPR 2021 Weakly Supervised Deep Hyperspherical Quantization for Image Retrieval AAAI 2021