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Weakly Supervised Learning

3,895 papers

Papers per year

Papers

A Gift from Label Smoothing: Robust Training with Adaptive Label Smoothing via Auxiliary Classifier under Label Noise AAAI 2023
The Impact of the Geometric Properties of the Constraint Set in Safe Optimization with Bandit Feedback L4DC 2023
On the Role of Reviewer Expertise in Temporal Review Helpfulness Prediction EACL 2023
Consistent Complementary-Label Learning via Order-Preserving Losses AISTATS 2023
Invariant Training 2D-3D Joint Hard Samples for Few-Shot Point Cloud Recognition ICCV 2023
SILT: Shadow-Aware Iterative Label Tuning for Learning to Detect Shadows from Noisy Labels ICCV 2023
SYMPTOMIFY: Transforming Symptom Annotations with Language Model Knowledge Harvesting EMNLP 2023
Reasoning Makes Good Annotators : An Automatic Task-specific Rules Distilling Framework for Low-resource Relation Extraction EMNLP 2023
Unveiling the Multi-Annotation Process: Examining the Influence of Annotation Quantity and Instance Difficulty on Model Performance EMNLP 2023
Disambiguating Numeral Sequences to Decipher Ancient Accounting Corpora ACL 2023
Semi-Weakly Supervised Object Kinematic Motion Prediction CVPR 2023
Improving Selective Visual Question Answering by Learning From Your Peers CVPR 2023
Debiasing Made State-of-the-art: Revisiting the Simple Seed-based Weak Supervision for Text Classification EMNLP 2023
Semantic Strengthening of Neuro-Symbolic Learning AISTATS 2023
RONO: Robust Discriminative Learning With Noisy Labels for 2D-3D Cross-Modal Retrieval CVPR 2023
On the Powerfulness of Textual Outlier Exposure for Visual OoD Detection NIPS 2023
Less than One-shot: Named Entity Recognition via Extremely Weak Supervision EMNLP 2023
You Are What You Annotate: Towards Better Models through Annotator Representations EMNLP 2023
Masked Two-channel Decoupling Framework for Incomplete Multi-view Weak Multi-label Learning NIPS 2023
Shatter and Gather: Learning Referring Image Segmentation with Text Supervision ICCV 2023
PCR: Proxy-Based Contrastive Replay for Online Class-Incremental Continual Learning CVPR 2023
Arabic Dialect Identification under Scrutiny: Limitations of Single-label Classification EMNLP 2023
VL-SAT: Visual-Linguistic Semantics Assisted Training for 3D Semantic Scene Graph Prediction in Point Cloud CVPR 2023
Handling the Alignment for Wake Word Detection: A Comparison Between Alignment-Based, Alignment-Free and Hybrid Approaches INTERSPEECH 2023
Expert Data Augmentation in Imitation Learning (Student Abstract) AAAI 2023