{"total":33,"rows":[{"id":"2408.04579","title":"SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More","created":"2024-08-08","cited_by_count":60,"area":null},{"id":"2304.09148","title":"SAM Fails to Segment Anything? -- SAM-Adapter: Adapting SAM in Underperformed Scenes: Camouflage, Shadow, Medical Image Segmentation, and More","created":"2023-04-18","cited_by_count":53,"area":null},{"id":"2311.16926","title":"LLaFS: When Large Language Models Meet Few-Shot Segmentation","created":"2023-11-28","cited_by_count":48,"area":null},{"id":"2310.14277","title":"A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application","created":"2023-10-22","cited_by_count":21,"area":null},{"id":"2404.09447","title":"kNN-CLIP: Retrieval Enables Training-Free Segmentation on Continually Expanding Large Vocabularies","created":"2024-04-15","cited_by_count":20,"area":null},{"id":"2411.08516","title":"Tree-of-Table: Unleashing the Power of LLMs for Enhanced Large-Scale Table Understanding","created":"2024-11-13","cited_by_count":20,"area":null},{"id":"2308.05396","title":"Learning Gabor Texture Features for Fine-Grained Recognition","created":"2023-08-10","cited_by_count":16,"area":null},{"id":"2406.10475","title":"Discrete Latent Perspective Learning for Segmentation and Detection","created":"2024-06-15","cited_by_count":16,"area":null},{"id":"2507.07831","title":"Rethinking Query-based Transformer for Continual Image Segmentation","created":"2025-07-10","cited_by_count":14,"area":null},{"id":"2507.21160","title":"Handling Out-of-Distribution Data: A Survey","created":"2025-07-25","cited_by_count":14,"area":null},{"id":"2402.05589","title":"RESMatch: Referring Expression Segmentation in a Semi-Supervised Manner","created":"2024-02-08","cited_by_count":11,"area":null},{"id":"2307.10822","title":"Gradient-Semantic Compensation for Incremental Semantic Segmentation","created":"2023-07-20","cited_by_count":10,"area":null},{"id":"2403.10830","title":"View-Centric Multi-Object Tracking with Homographic Matching in Moving UAV","created":"2024-03-16","cited_by_count":10,"area":null},{"id":"2406.19632","title":"PPTFormer: Pseudo Multi-Perspective Transformer for UAV Segmentation","created":"2024-06-28","cited_by_count":10,"area":null},{"id":"2409.18860","title":"LW2G: Learning Whether to Grow for Prompt-based Continual Learning","created":"2024-09-27","cited_by_count":9,"area":null},{"id":"2412.07183","title":"Exploring What Why and How: A Multifaceted Benchmark for Causation Understanding of Video Anomaly","created":"2024-12-10","cited_by_count":9,"area":null},{"id":"2403.03477","title":"Continual Segmentation with Disentangled Objectness Learning and Class Recognition","created":"2024-03-06","cited_by_count":8,"area":null},{"id":"2311.01420","title":"Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data","created":"2023-11-02","cited_by_count":7,"area":null},{"id":"2407.09047","title":"Cs2K: Class-specific and Class-shared Knowledge Guidance for Incremental Semantic Segmentation","created":"2024-07-12","cited_by_count":7,"area":null},{"id":"2511.19425","title":"SAM3-Adapter: Efficient Adaptation of Segment Anything 3 for Camouflage Object Segmentation, Shadow Detection, and Medical Image Segmentation","created":"2025-11-24","cited_by_count":7,"area":null},{"id":"2304.07707","title":"Non-exemplar Class-incremental Learning by Random Auxiliary Classes Augmentation and Mixed Features","created":"2023-04-16","cited_by_count":6,"area":null},{"id":"2407.15429","title":"Learning at a Glance: Towards Interpretable Data-limited Continual Semantic Segmentation via Semantic-Invariance Modelling","created":"2024-07-22","cited_by_count":6,"area":null},{"id":"2503.22136","title":"Beyond Background Shift: Rethinking Instance Replay in Continual Semantic Segmentation","created":"2025-03-28","cited_by_count":6,"area":null},{"id":"2504.04156","title":"CoMBO: Conflict Mitigation via Branched Optimization for Class Incremental Segmentation","created":"2025-04-05","cited_by_count":6,"area":null},{"id":"2412.11551","title":"Region-Based Optimization in Continual Learning for Audio Deepfake Detection","created":"2024-12-16","cited_by_count":5,"area":null},{"id":"2402.16674","title":"ConSept: Continual Semantic Segmentation via Adapter-based Vision Transformer","created":"2024-02-26","cited_by_count":3,"area":null},{"id":"2412.10834","title":"CFSSeg: Closed-Form Solution for Class-Incremental Semantic Segmentation of 2D Images and 3D Point Clouds","created":"2024-12-14","cited_by_count":2,"area":null},{"id":"2405.09858","title":"Towards Realistic Incremental Scenario in Class Incremental Semantic Segmentation","created":"2024-05-16","cited_by_count":1,"area":null},{"id":"2511.17201","title":"Continual Alignment for SAM: Rethinking Foundation Models for Medical Image Segmentation in Continual Learning","created":"2025-11-21","cited_by_count":1,"area":null},{"id":"2503.12191","title":"Breaking the Box: Enhancing Remote Sensing Image Segmentation with Freehand Sketches","created":"2025-03-15","cited_by_count":0,"area":null},{"id":"2508.04267","title":"Revisiting Continual Semantic Segmentation with Pre-trained Vision Models","created":"2025-08-06","cited_by_count":0,"area":null},{"id":"2605.12451","title":"FuTCR: Future-Targeted Contrast and Repulsion for Continual Panoptic Segmentation","created":"2026-05-12","cited_by_count":0,"area":null},{"id":"2606.14731","title":"BBR-Net: Boundary-Balanced Replay for Continual Medical Image Segmentation","created":"2026-06-02","cited_by_count":0,"area":null}],"next_cursor":null}