Weakly Supervised Learning

Glance To Count: Learning To Rank With Anchors for Weakly-Supervised Crowd Counting WACV 2024 Group-Wise Contrastive Bottleneck for Weakly-Supervised Visual Representation Learning WACV 2024 Guided Distant Supervision for Multilingual Relation Extraction Data: Adapting to a New Language COLING 2024 Handling Ambiguity in Emotion: From Out-of-Domain Detection to Distribution Estimation ACL 2024 Handling Learnwares from Heterogeneous Feature Spaces with Explicit Label Exploitation NeurIPS 2024 HebDB: a Weakly Supervised Dataset for Hebrew Speech Processing Interspeech 2024 HelpSteer: Multi-attribute Helpfulness Dataset for SteerLM NAACL 2024 Hide and Seek in Noise Labels: Noise-Robust Collaborative Active Learning with LLMs-Powered Assistance ACL 2024 Hierarchical Intra-modal Correlation Learning for Label-free 3D Semantic Segmentation CVPR 2024 High-Fidelity Pseudo-Labels for Boosting Weakly-Supervised Segmentation WACV 2024 How to Do Politics with Words: Investigating Speech Acts in Parliamentary Debates COLING 2024 How to Understand “Support”? An Implicit-enhanced Causal Inference Approach for Weakly-supervised Phrase Grounding COLING 2024 HQP: A Human-Annotated Dataset for Detecting Online Propaganda ACL 2024 HR-Pro: Point-Supervised Temporal Action Localization via Hierarchical Reliability Propagation AAAI 2024 Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic Segmentation CVPR 2024 HuTuMotion: Human-Tuned Navigation of Latent Motion Diffusion Models with Minimal Feedback AAAI 2024 ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification NAACL 2024 Image Labels Are All You Need for Coarse Seagrass Segmentation WACV 2024 Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation CVPR 2024 Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations NeurIPS 2024 Improved Visual Grounding through Self-Consistent Explanations CVPR 2024 Improving Context-Aware Preference Modeling for Language Models NeurIPS 2024 Improving Multilingual ASR Robustness to Errors in Language Input Interspeech 2024 Improving Streaming Speech Recognition With Time-Shifted Contextual Attention And Dynamic Right Context Masking Interspeech 2024 Improving Subgroup Robustness via Data Selection NeurIPS 2024