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Weakly Supervised Learning

3,895 papers

Papers per year

Papers

Scaling Novel Object Detection With Weakly Supervised Detection Transformers WACV 2023
Learning Few-Shot Segmentation From Bounding Box Annotations WACV 2023
CameraPose: Weakly-Supervised Monocular 3D Human Pose Estimation by Leveraging In-the-Wild 2D Annotations WACV 2023
Single Stage Weakly Supervised Semantic Segmentation of Complex Scenes WACV 2023
Use-Case-Grounded Simulations for Explanation Evaluation NIPS 2022
GAPX: Generalized Autoregressive Paraphrase-Identification X NIPS 2022
Understanding Programmatic Weak Supervision via Source-aware Influence Function NIPS 2022
Regret Bounds for Multilabel Classification in Sparse Label Regimes NIPS 2022
Paraphrasing Is All You Need for Novel Object Captioning NIPS 2022
SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning NIPS 2022
Grounded Video Situation Recognition NIPS 2022
LobsDICE: Offline Learning from Observation via Stationary Distribution Correction Estimation NIPS 2022
AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels NIPS 2022
OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics NIPS 2022
Class-Dependent Label-Noise Learning with Cycle-Consistency Regularization NIPS 2022
Star Temporal Classification: Sequence Modeling with Partially Labeled Data NIPS 2022
Injecting Domain Knowledge from Empirical Interatomic Potentials to Neural Networks for Predicting Material Properties NIPS 2022
Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification NIPS 2022
Weakly Supervised Representation Learning with Sparse Perturbations NIPS 2022
Mining Multi-Label Samples from Single Positive Labels NIPS 2022
Training Subset Selection for Weak Supervision NIPS 2022
Expansion and Shrinkage of Localization for Weakly-Supervised Semantic Segmentation NIPS 2022
SCL-WC: Cross-Slide Contrastive Learning for Weakly-Supervised Whole-Slide Image Classification NIPS 2022
Hierarchical classification at multiple operating points NIPS 2022
Learning Debiased Classifier with Biased Committee NIPS 2022