Awesome weakly-supervised image semantic segmentation;scribble supervision,bounding box supervision, point supervision, image-level supervision. 2016-2024
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Updated
Sep 18, 2024
Awesome weakly-supervised image semantic segmentation;scribble supervision,bounding box supervision, point supervision, image-level supervision. 2016-2024
Automatic Construction of a Chinese Review Dataset for Aspect Sentiment Triplet Extraction via Iterative Weak Supervision
PointCT: Point Central Transformer Network for Weakly-supervised Point Cloud Semantic Segmentation (WACV 2024)
Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis
The iNaturalist Localization Dataset from "On Label Granularity and Object Localization" (ECCV 2022).
code for paper:Utilizing Bounding Box Annotations for Weakly Supervised Building Extraction from Remote Sensing Images
Implementation of experiments in paper "Learning from Rules Generalizing Labeled Exemplars" to appear in ICLR2020 (https://openreview.net/forum?id=SkeuexBtDr)
FreeEnricher: Enriching Face Landmarks without Additional Cost [Official, AAAI 2023]
[CVPR2022] Tree Energy Loss: Towards Sparsely Annotated Semantic Segmentation
[ECCV 2022] Official Python implementation of BiB: Active Learning Strategies for Weakly-Supervised Object Detection.
Codes for CVPR2021 paper "Shallow Feature Matters for Weakly Supervised Object Localization"
BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision
Weakly supervised learning framework for classification.
Neurips 2020 paper on weakly supervised deep functional maps for shape matching
Weakly-Supervised Cell Tracking via Backward-and-Forward Propagation, in ECCV 2020
Implementation of paper "Not All Frames Are Equal: Weakly-Supervised Video Grounding with Contextual Similarity and Visual Clustering Losses"
a tensorflow version for SEC approach in the paper "seed, expand and constrain: three principles for weakly-supervised image segmentation".
Classification of chest CT using caselevel weak supervision
A PyTorch re-implementation of Weakly Supervised Facial Action Unit Recognition through Adversarial Training
Code release for "Multi-view Supervision for Single-view Reconstruction via Differentiable Ray Consistency" (CVPR 2017)
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