{"total":16,"rows":[{"id":"2408.14562","title":"A Survey of Camouflaged Object Detection and Beyond","created":"2024-08-26","cited_by_count":37,"area":null},{"id":"2407.21596","title":"Evaluating SAM2's Role in Camouflaged Object Detection: From SAM to SAM2","created":"2024-07-31","cited_by_count":12,"area":null},{"id":"2409.18653","title":"When SAM2 Meets Video Camouflaged Object Segmentation: A Comprehensive Evaluation and Adaptation","created":"2024-09-27","cited_by_count":11,"area":null},{"id":"2504.10979","title":"Deep Learning in Concealed Dense Prediction","created":"2025-04-15","cited_by_count":6,"area":null},{"id":"2510.18437","title":"Beyond Single Images: Retrieval Self-Augmented Unsupervised Camouflaged Object Detection","created":"2025-10-21","cited_by_count":5,"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":"2502.14273","title":"LLM-EvRep: Learning an LLM-Compatible Event Representation Using a Self-Supervised Framework","created":"2025-02-20","cited_by_count":3,"area":null},{"id":"2505.19611","title":"Align and Surpass Human Camouflaged Perception: Visual Refocus Reinforcement Fine-Tuning","created":"2025-05-26","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":"2509.17136","title":"SAEC: Scene-Aware Enhanced Edge-Cloud Collaborative Industrial Vision Inspection with Multimodal LLM","created":"2025-09-21","cited_by_count":3,"area":null},{"id":"2602.19944","title":"Discover, Segment, and Select: A Progressive Mechanism for Zero-shot Camouflaged Object Segmentation","created":"2026-02-23","cited_by_count":3,"area":null},{"id":"2505.01431","title":"ZS-VCOS: Zero-Shot Video Camouflaged Object Segmentation By Optical Flow and Open Vocabulary Object Detection","created":"2025-04-10","cited_by_count":2,"area":null},{"id":"2505.17931","title":"AutoMiSeg: Automatic Medical Image Segmentation via Test-Time Adaptation of Foundation Models","created":"2025-05-23","cited_by_count":0,"area":null},{"id":"2509.06422","title":"Phantom-Insight: Adaptive Multi-cue Fusion for Video Camouflaged Object Detection with Multimodal LLM","created":"2025-09-08","cited_by_count":0,"area":null},{"id":"2509.24681","title":"Classifier-Centric Adaptive Framework for Open-Vocabulary Camouflaged Object Segmentation","created":"2025-09-29","cited_by_count":0,"area":null},{"id":"2604.01251","title":"Camouflage-aware Image-Text Retrieval via Expert Collaboration","created":"2026-04-01","cited_by_count":0,"area":null}],"next_cursor":null}