Weakly Supervised Learning

SILT: Shadow-Aware Iterative Label Tuning for Learning to Detect Shadows from Noisy Labels ICCV 2023 Similarity Maps for Self-Training Weakly-Supervised Phrase Grounding CVPR 2023 Similarity Metric Learning for RGB-Infrared Group Re-Identification CVPR 2023 SIM: Semantic-Aware Instance Mask Generation for Box-Supervised Instance Segmentation CVPR 2023 Single-Image HDR Reconstruction by Multi-Exposure Generation WACV 2023 Single Stage Weakly Supervised Semantic Segmentation of Complex Scenes WACV 2023 Smoothly Giving up: Robustness for Simple Models AISTATS 2023 SparseDet: Improving Sparsely Annotated Object Detection with Pseudo-positive Mining ICCV 2023 Sparse Maximum Margin Learning from Multimodal Human Behavioral Patterns AAAI 2023 Spatial-Aware Token for Weakly Supervised Object Localization ICCV 2023 Spatial Consistency Loss for Training Multi-Label Classifiers From Single-Label Annotations WACV 2023 Spot Keywords From Very Noisy and Mixed Speech Interspeech 2023 Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet ICCV 2023 SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning ICCV 2023 Standardizing Distress Analysis: Emotion-Driven Distress Identification and Cause Extraction (DICE) in Multimodal Online Posts EMNLP 2023 Statistical Inference on Multi-armed Bandits with Delayed Feedback ICML 2023 Statistically Profiling Biases in Natural Language Reasoning Datasets and Models EMNLP 2023 Stochastic Feature Averaging for Learning with Long-Tailed Noisy Labels IJCAI 2023 Subclass-Dominant Label Noise: A Counterexample for the Success of Early Stopping NeurIPS 2023 SWEET - Weakly Supervised Person Name Extraction for Fighting Human Trafficking EMNLP 2023 SYMPTOMIFY: Transforming Symptom Annotations with Language Model Knowledge Harvesting EMNLP 2023 Tab-Cleaner: Weakly Supervised Tabular Data Cleaning via Pre-training for E-commerce Catalog ACL 2023 Targeted Data Generation: Finding and Fixing Model Weaknesses ACL 2023 Target-Free Text-Guided Image Manipulation AAAI 2023 Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification CVPR 2023