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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

Label Distribution Learning from Logical Label IJCAI 2024
Towards Unbiased Exploration in Partial Label Learning JMLR 2024
On Doubly Robust Inference for Double Machine Learning in Semiparametric Regression JMLR 2024
Beyond Grounding: Extracting Fine-Grained Event Hierarchies across Modalities AAAI 2024
Toward Robustness in Multi-Label Classification: A Data Augmentation Strategy against Imbalance and Noise AAAI 2024
ToNNO: Tomographic Reconstruction of a Neural Network's Output for Weakly Supervised Segmentation of 3D Medical Images CVPR 2024
Oracle-Efficient Pessimism: Offline Policy Optimization In Contextual Bandits AISTATS 2024
Linear Distance Metric Learning with Noisy Labels JMLR 2024
Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation CVPR 2024
A Consistency and Integration Model with Adaptive Thresholds for Weakly Supervised Object Localization IJCAI 2024
Predicting Narratives of Climate Obstruction in Social Media Advertising ACL 2024
Predictive Inference with Weak Supervision JMLR 2024
Investigating Compositional Challenges in Vision-Language Models for Visual Grounding CVPR 2024
NoisyGL: A Comprehensive Benchmark for Graph Neural Networks under Label Noise NIPS 2024
On Truthing Issues in Supervised Classification JMLR 2024
A Noisy Elephant in the Room: Is Your Out-of-Distribution Detector Robust to Label Noise? CVPR 2024
Reinforcement Learning from Diverse Human Preferences IJCAI 2024
Multi-Granularity Graph-Convolution-Based Method for Weakly Supervised Person Search IJCAI 2024
Don't Drop Your Samples! Coherence-Aware Training Benefits Conditional Diffusion CVPR 2024
Unveiling Project-Specific Bias in Neural Code Models COLING 2024
InstructVideo: Instructing Video Diffusion Models with Human Feedback CVPR 2024
Revisiting Counterfactual Problems in Referring Expression Comprehension CVPR 2024
$\epsilon$-Softmax: Approximating One-Hot Vectors for Mitigating Label Noise NIPS 2024
Multi-Attention Based Visual-Semantic Interaction for Few-Shot Learning IJCAI 2024
Learning Multi-Scale Video-Text Correspondence for Weakly Supervised Temporal Article Gronding AAAI 2024