weakly-supervised

BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision

Awesome weakly-supervised image semantic segmentation, instance segmentation, 2016-2026

Code release for "Multi-view Supervision for Single-view Reconstruction via Differentiable Ray Consistency" (CVPR 2017)

[CVPR2022] Tree Energy Loss: Towards Sparsely Annotated Semantic Segmentation

Soft Proposal Networks for Weakly Supervised Object Localization, in ICCV 2017

Implementation of experiments in paper "Learning from Rules Generalizing Labeled Exemplars" to appear in ICLR2020 (https://openreview.net/forum?id=SkeuexBtDr)

a tensorflow version for SEC approach in the paper "seed, expand and constrain: three principles for weakly-supervised image segmentation".

[WACV 2024] PointCT: Point Central Transformer Network for Weakly-supervised Point Cloud Semantic Segmentation

[ECCV 2022] Official Python implementation of BiB: Active Learning Strategies for Weakly-Supervised Object Detection.

Implementation of paper "Not All Frames Are Equal: Weakly-Supervised Video Grounding with Contextual Similarity and Visual Clustering Losses"

Neurips 2020 paper on weakly supervised deep functional maps for shape matching

Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis

Codes for CVPR2021 paper "Shallow Feature Matters for Weakly Supervised Object Localization"

Training-free active contours powered by deep features — unsupervised & one-shot image segmentation (Deep ContourFlow, arXiv:2407.10696)

FreeEnricher: Enriching Face Landmarks without Additional Cost [Official, AAAI 2023]

The iNaturalist Localization Dataset from "On Label Granularity and Object Localization" (ECCV 2022).

Weakly-Supervised Cell Tracking via Backward-and-Forward Propagation, in ECCV 2020

A PyTorch re-implementation of Weakly Supervised Facial Action Unit Recognition through Adversarial Training

code for our MICCAI2024 paper 'A Bayesian Approach to Weakly-supervised Laparoscopic Image Segmentation'.