Weakly Supervised Learning

TLMA: Mitigating the Impact of Weakly Labeled Information for Video Anomaly Detection CVPR 2026 TVHighlights: LLM-Guided Human-Free Collaborative Training for Video Highlight Detection in Movies and TV Dramas CVPR 2026 Weakly Supervised Video Anomaly Detection with Anomaly-Connected Components and Intention Reasoning CVPR 2026 ABBSPO: Adaptive Bounding Box Scaling and Symmetric Prior based Orientation Prediction for Detecting Aerial Image Objects CVPR 2025 AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction AAAI 2025 Chest-OMDL: Organ-specific Multidisease Detection and Localization in Chest Computed Tomography using Weakly Supervised Deep Learning from Free-text Radiology Report MIDL 2025 D2SP: Dynamic Dual-Stage Purification Framework for Dual Noise Mitigation in Vision-based Affective Recognition. CVPR 2025 Dhvani: A Weakly-supervised Phonemic Error Detection and Personalized Feedback System for Hindi Interspeech 2025 DocSpiral: A Platform for Integrated Assistive Document Annotation through Human-in-the-Spiral ACL 2025 DViN: Dynamic Visual Routing Network for Weakly Supervised Referring Expression Comprehension CVPR 2025 End-to-End Speech Translation for Low-Resource Languages Using Weakly Labeled Data Interspeech 2025 Exact: Exploring Space-Time Perceptive Clues for Weakly Supervised Satellite Image Time Series Semantic Segmentation CVPR 2025 MedCL: Learn Consistent Anatomy Distribution for Scribble-supervised Medical Image Segmentation MIDL 2025 Momentum Pseudo-Labeling for Weakly Supervised Phrase Grounding AAAI 2025 MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic Segmentation AAAI 2025 Multispectral Pedestrian Detection with Sparsely Annotated Label AAAI 2025 PixelCAM: Pixel Class Activation Mapping for Histology Image Classification and ROI Localization MIDL 2025 PointSR: Self-Regularized Point Supervision for Drone-View Object Detection CVPR 2025 Pre-Trained Vision-Language Models as Noisy Partial Annotators AAAI 2025 Rethinking Pseudo-Label Guided Learning for Weakly Supervised Temporal Action Localization from the Perspective of Noise Correction AAAI 2025 Selective Contrastive Learning for Weakly Supervised Affordance Grounding ICCV 2025 SP3D: Boosting Sparsely-Supervised 3D Object Detection via Accurate Cross-Modal Semantic Prompts CVPR 2025 Steering Deep Non-Linear Spatially Selective Filters for Weakly Guided Extraction of Moving Speakers in Dynamic Scenarios Interspeech 2025 STPro: Spatial and Temporal Progressive Learning for Weakly Supervised Spatio-Temporal Grounding CVPR 2025 Team Cantharellus at SemEval-2025 Task 3: Hallucination Span Detection with Fine Tuning on Weakly Supervised Synthetic Data SemEval 2025