Weakly Supervised Learning

Scribble Hides Class: Promoting Scribble-Based Weakly-Supervised Semantic Segmentation with Its Class Label AAAI 2024 Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets NeurIPS 2024 Scribble-Supervised Semantic Segmentation with Prototype-based Feature Augmentation ICML 2024 Segmenting Watermarked Texts From Language Models NeurIPS 2024 Self-Cleaning: Improving a Named Entity Recognizer Trained on Noisy Data with a Few Clean Instances NAACL 2024 Semantic-aware SAM for Point-Prompted Instance Segmentation CVPR 2024 Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation CVPR 2024 SFC: Shared Feature Calibration in Weakly Supervised Semantic Segmentation AAAI 2024 Shortcuts Arising from Contrast: Towards Effective and Lightweight Clean-Label Attacks in Prompt-Based Learning EMNLP 2024 Siamese Learning with Joint Alignment and Regression for Weakly-Supervised Video Paragraph Grounding CVPR 2024 SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology CVPR 2024 SkOTaPA: A Dataset for Skepticism Detection in Online Text after Persuasion Attempt COLING 2024 SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark NeurIPS 2024 Small Objects Matters in Weakly-Supervised Semantic Segmentation WACV 2024 SmallToLarge (S2L): Scalable Data Selection for Fine-tuning Large Language Models by Summarizing Training Trajectories of Small Models NeurIPS 2024 Smoothie: Label Free Language Model Routing NeurIPS 2024 SnAG: Scalable and Accurate Video Grounding CVPR 2024 SOBR: A Corpus for Stylometry, Obfuscation, and Bias on Reddit COLING 2024 Social Learning through Interactions with Other Agents: A Survey IJCAI 2024 Soft Curriculum for Learning Conditional GANs With Noisy-Labeled and Uncurated Unlabeled Data WACV 2024 Spatial-Logic-Aware Weakly Supervised Learning for Flood Mapping on Earth Imagery AAAI 2024 SSN-Nova@LT-EDI 2024: POS Tagging, Boosting Techniques and Voting Classifiers for Caste And Migration Hate Speech Detection EACL 2024 Stage-Aware Learning for Dynamic Treatments JMLR 2024 Stars Are All You Need: A Distantly Supervised Pyramid Network for Unified Sentiment Analysis EACL 2024 Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks NeurIPS 2024