{"total":53,"rows":[{"id":"2305.11003","title":"Weakly-Supervised Concealed Object Segmentation with SAM-based Pseudo Labeling and Multi-scale Feature Grouping","created":"2023-05-18","cited_by_count":92,"area":null},{"id":"2207.14083","title":"Weakly-Supervised Camouflaged Object Detection with Scribble Annotations","created":"2022-07-28","cited_by_count":43,"area":null},{"id":"2312.07374","title":"Relax Image-Specific Prompt Requirement in SAM: A Single Generic Prompt for Segmenting Camouflaged Objects","created":"2023-12-12","cited_by_count":40,"area":null},{"id":"2308.14575","title":"Referring Image Segmentation Using Text Supervision","created":"2023-08-28","cited_by_count":35,"area":null},{"id":"2112.01732","title":"MFNet: Multi-filter Directive Network for Weakly Supervised Salient Object Detection","created":"2021-12-03","cited_by_count":27,"area":null},{"id":"2203.11652","title":"Weakly-Supervised Salient Object Detection Using Point Supervision","created":"2022-03-22","cited_by_count":25,"area":null},{"id":"2207.05921","title":"Texture-guided Saliency Distilling for Unsupervised Salient Object Detection","created":"2022-07-13","cited_by_count":24,"area":null},{"id":"2402.02029","title":"ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image Segmentation","created":"2024-02-03","cited_by_count":24,"area":null},{"id":"2408.10760","title":"SAM-COD: SAM-guided Unified Framework for Weakly-Supervised Camouflaged Object Detection","created":"2024-08-20","cited_by_count":22,"area":null},{"id":"2209.02957","title":"A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels","created":"2022-09-07","cited_by_count":20,"area":null},{"id":"2408.15205","title":"Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation","created":"2024-08-27","cited_by_count":20,"area":null},{"id":"2105.03053","title":"Salient Objects in Clutter","created":"2021-05-07","cited_by_count":19,"area":null},{"id":"2104.10127","title":"Generative Transformer for Accurate and Reliable Salient Object Detection","created":"2021-04-20","cited_by_count":18,"area":null},{"id":"2203.05787","title":"Democracy Does Matter: Comprehensive Feature Mining for Co-Salient Object Detection","created":"2022-03-11","cited_by_count":18,"area":null},{"id":"2303.11502","title":"Sketch2Saliency: Learning to Detect Salient Objects from Human Drawings","created":"2023-03-20","cited_by_count":17,"area":null},{"id":"2210.13835","title":"Synthetic Data Supervised Salient Object Detection","created":"2022-10-25","cited_by_count":15,"area":null},{"id":"2212.10278","title":"Fully and Weakly Supervised Referring Expression Segmentation with End-to-End Learning","created":"2022-12-17","cited_by_count":14,"area":null},{"id":"2207.07269","title":"Weakly Supervised Video Salient Object Detection via Point Supervision","created":"2022-07-15","cited_by_count":13,"area":null},{"id":"2407.13157","title":"Learning Camouflaged Object Detection from Noisy Pseudo Label","created":"2024-07-18","cited_by_count":12,"area":null},{"id":"2408.08050","title":"CamoTeacher: Dual-Rotation Consistency Learning for Semi-Supervised Camouflaged Object Detection","created":"2024-08-15","cited_by_count":12,"area":null},{"id":"2306.03630","title":"Mutual Information Regularization for Weakly-supervised RGB-D Salient Object Detection","created":"2023-06-06","cited_by_count":9,"area":null},{"id":"2106.13389","title":"Energy-Based Generative Cooperative Saliency Prediction","created":"2021-06-25","cited_by_count":8,"area":null},{"id":"2303.09733","title":"Scribble-Supervised RGB-T Salient Object Detection","created":"2023-03-17","cited_by_count":8,"area":null},{"id":"2202.03501","title":"Scribble-based Boundary-aware Network for Weakly Supervised Salient Object Detection in Remote Sensing Images","created":"2022-02-07","cited_by_count":7,"area":null},{"id":"2311.06654","title":"Unsupervised and semi-supervised co-salient object detection via segmentation frequency statistics","created":"2023-11-11","cited_by_count":7,"area":null},{"id":"2211.11847","title":"Towards Automated Polyp Segmentation Using Weakly- and Semi-Supervised Learning and Deformable Transformers","created":"2022-11-21","cited_by_count":6,"area":null},{"id":"2409.04817","title":"SSFam: Scribble Supervised Salient Object Detection Family","created":"2024-09-07","cited_by_count":6,"area":null},{"id":"2511.18136","title":"SCALER: SAM-Enhanced Collaborative Learning for Label-Deficient Concealed Object Segmentation","created":"2025-11-22","cited_by_count":6,"area":null},{"id":"2506.08955","title":"Segment Concealed Objects with Incomplete Supervision","created":"2025-06-10","cited_by_count":4,"area":null},{"id":"2410.16953","title":"Towards Real Zero-Shot Camouflaged Object Segmentation without Camouflaged Annotations","created":"2024-10-22","cited_by_count":3,"area":null},{"id":"2501.18753","title":"INT: Instance-Specific Negative Mining for Task-Generic Promptable Segmentation","created":"2025-01-30","cited_by_count":3,"area":null},{"id":"2506.06818","title":"Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation","created":"2025-06-07","cited_by_count":3,"area":null},{"id":"2512.20260","title":"Debate-Enhanced Pseudo Labeling and Frequency-Aware Progressive Debiasing for Weakly-Supervised Camouflaged Object Detection with Scribble Annotations","created":"2025-12-23","cited_by_count":3,"area":null},{"id":"2107.12560","title":"Perception-and-Regulation Network for Salient Object Detection","created":"2021-07-27","cited_by_count":2,"area":null},{"id":"2109.01770","title":"To be Critical: Self-Calibrated Weakly Supervised Learning for Salient Object Detection","created":"2021-09-04","cited_by_count":2,"area":null},{"id":"2111.03195","title":"Addressing Multiple Salient Object Detection via Dual-Space Long-Range Dependencies","created":"2021-11-04","cited_by_count":2,"area":null},{"id":"2212.06493","title":"Pixel is All You Need: Adversarial Trajectory-Ensemble Active Learning for Salient Object Detection","created":"2022-12-13","cited_by_count":2,"area":null},{"id":"2310.09533","title":"Towards End-to-End Unsupervised Saliency Detection with Self-Supervised Top-Down Context","created":"2023-10-14","cited_by_count":2,"area":null},{"id":"2408.09097","title":"Depth-guided Texture Diffusion for Image Semantic Segmentation","created":"2024-08-17","cited_by_count":2,"area":null},{"id":"2412.18112","title":"Spectrum-oriented Point-supervised Saliency Detector for Hyperspectral Images","created":"2024-12-24","cited_by_count":2,"area":null},{"id":"2107.04279","title":"Fast Pixel-Matching for Video Object Segmentation","created":"2021-07-09","cited_by_count":1,"area":null},{"id":"2205.05245","title":"Salient Object Detection via Bounding-box Supervision","created":"2022-05-11","cited_by_count":1,"area":null},{"id":"2212.01764","title":"Synthesize Boundaries: A Boundary-aware Self-consistent Framework for Weakly Supervised Salient Object Detection","created":"2022-12-04","cited_by_count":1,"area":null},{"id":"2302.10697","title":"A Visual Representation-guided Framework with Global Affinity for Weakly Supervised Salient Object Detection","created":"2023-02-21","cited_by_count":1,"area":null},{"id":"2403.11107","title":"Self-supervised co-salient object detection via feature correspondence at multiple scales","created":"2024-03-17","cited_by_count":1,"area":null},{"id":"2603.22969","title":"FCL-COD: Weakly Supervised Camouflaged Object Detection with Frequency-aware and Contrastive Learning","created":"2026-03-24","cited_by_count":1,"area":null},{"id":"2605.25385","title":"Weakly Supervised Camouflaged Object Detection Based on the SAM Model and Mask Guidance","created":"2026-05-25","cited_by_count":1,"area":null},{"id":"2606.20161","title":"ARTEMIS: Agent-guided Reliability-aware Temporal Mask Evolution for Imperfectly Supervised Video Polyp Segmentation","created":"2026-06-18","cited_by_count":1,"area":null},{"id":"2608.25808","title":"TDFNet: Tri-projection Deformable Fusion Network for Panoramic Salient Object Detection","created":"2026-08-26","cited_by_count":1,"area":null},{"id":"2208.04361","title":"Semi-Supervised Cross-Modal Salient Object Detection with U-Structure Networks","created":"2022-08-08","cited_by_count":0,"area":null},{"id":"2303.14384","title":"Reliability-Hierarchical Memory Network for Scribble-Supervised Video Object Segmentation","created":"2023-03-25","cited_by_count":0,"area":null},{"id":"2305.10661","title":"Scribble-Supervised Target Extraction Method Based on Inner Structure-Constraint for Remote Sensing Images","created":"2023-05-18","cited_by_count":0,"area":null},{"id":"2609.07571","title":"SphereSOD: Geometry-Structure Coupled Learning for 360 Salient Object Detection","created":"2026-09-07","cited_by_count":0,"area":null}],"next_cursor":null}