Weakly Supervised Learning

Beyond Classification: Elaborating Network Predictions for Better Weakly Supervised Quantization MIDL 2026 Beyond Text: Visual Description Assembly by Probabilistic Model for CLIP-based Weakly Supervised Semantic Segmentation CVPR 2026 Bridging RGB and Hematoxylin Components: An Interleaved Guidance and Fusion Framework for Point Supervised Nuclei Segmentation CVPR 2026 Counterfactual Intervention in Attention Multiple Instance Learning For Digital Pathology MIDL 2026 Face-Guided Sentiment Boundary Enhancement for Weakly-Supervised Temporal Sentiment Localization CVPR 2026 GEM-TFL: Bridging Weak and Full Supervision for Forgery Localization through EM-Guided Decomposition and Temporal Refinement CVPR 2026 Hide-and-Seek Attribution: Weakly Supervised Segmentation of Vertebral Metastases in CT MIDL 2026 Hierarchical Action Learning for Weakly-Supervised Action Segmentation CVPR 2026 ImReasoner: Improving Memory-based Language Models for Reasoning-in-a-Haystack Tasks ACL 2026 Joint Learning of General and Diverse Patterns with Mixture of Memory Experts for Weakly-Supervised Video Anomaly Detection CVPR 2026 Learning from Noisy Supervision: A Denoising-Debiasing Framework for Weakly Supervised Video Anomaly Detection CVPR 2026 Learning from Synthetic Data via Provenance-Based Input Gradient Guidance CVPR 2026 Leveraging Class Distributions in CLIP for Weakly Supervised Semantic Segmentation CVPR 2026 NexusFlow: Unifying Disparate Tasks under Partial Supervision via Invertible Flow Networks CVPR 2026 Partial Weakly-Supervised Oriented Object Detection CVPR 2026 RegFormer: Transferable Relational Grounding for Efficient Weakly-Supervised Human-Object Interaction Detection CVPR 2026 Reliev3R: Relieving Feed-forward 3D Reconstruction from Multi-View Geometric Annotations CVPR 2026 ReSAM: Refine, Requery, and Reinforce: Self-Prompting Point-Supervised Segmentation for Remote Sensing Images CVPR 2026 Rethinking Box Supervision: Bias-Free Weakly Supervised Medical Segmentation CVPR 2026 Revisiting the Necessity of Full Accuracy: Weakly Supervised Object-Level Offset Correction for Misaligned Building Labels CVPR 2026 Rewis3d: Reconstruction Improves Weakly-Supervised Semantic Segmentation CVPR 2026 SAIL: Similarity-Aware Guidance and Inter-Caption Augmentation-based Learning for Weakly-Supervised Dense Video Captioning CVPR 2026 SAMIX: Reinforcing SAM2 with Semantic Adapter and Reference Selecting Policy for Mix-Supervised Segmentation CVPR 2026 ShelfOcc: Native 3D Supervision beyond LiDAR for Vision-Based Occupancy Estimation CVPR 2026 The Road Less Seen: Segment Exploration for Weakly Supervised Video Anomaly Detection CVPR 2026