{"total":87,"rows":[{"id":"2211.14293","title":"RbA: Segmenting Unknown Regions Rejected by All","created":"2022-11-25","cited_by_count":67,"area":null},{"id":"2307.02869","title":"MomentDiff: Generative Video Moment Retrieval from Random to Real","created":"2023-07-06","cited_by_count":58,"area":null},{"id":"2211.14512","title":"Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation","created":"2022-11-26","cited_by_count":55,"area":null},{"id":"2309.09709","title":"CATR: Combinatorial-Dependence Audio-Queried Transformer for Audio-Visual Video Segmentation","created":"2023-09-18","cited_by_count":53,"area":null},{"id":"2303.09867","title":"DiffusionRet: Generative Text-Video Retrieval with Diffusion Model","created":"2023-03-17","cited_by_count":52,"area":"diffusion"},{"id":"2301.03407","title":"On Advantages of Mask-level Recognition for Outlier-aware Segmentation","created":"2023-01-09","cited_by_count":42,"area":null},{"id":"2210.15889","title":"Towards Data-and Knowledge-Driven Artificial Intelligence: A Survey on Neuro-Symbolic Computing","created":"2022-10-28","cited_by_count":35,"area":null},{"id":"2305.16972","title":"Maskomaly:Zero-Shot Mask Anomaly Segmentation","created":"2023-05-26","cited_by_count":34,"area":null},{"id":"2402.15374","title":"Outlier detection by ensembling uncertainty with negative objectness","created":"2024-02-23","cited_by_count":34,"area":null},{"id":"2303.11316","title":"Generative Semantic Segmentation","created":"2023-03-20","cited_by_count":32,"area":null},{"id":"2305.02187","title":"CLUSTSEG: Clustering for Universal Segmentation","created":"2023-05-03","cited_by_count":32,"area":null},{"id":"2308.12595","title":"Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation","created":"2023-08-24","cited_by_count":29,"area":null},{"id":"2307.14605","title":"Clustering based Point Cloud Representation Learning for 3D Analysis","created":"2023-07-27","cited_by_count":23,"area":null},{"id":"2309.13556","title":"LOGICSEG: Parsing Visual Semantics with Neural Logic Learning and Reasoning","created":"2023-09-24","cited_by_count":17,"area":null},{"id":"2404.04308","title":"Visual Knowledge in the Big Model Era: Retrospect and Prospect","created":"2024-04-05","cited_by_count":16,"area":null},{"id":"2211.06660","title":"Far Away in the Deep Space: Dense Nearest-Neighbor-Based Out-of-Distribution Detection","created":"2022-11-12","cited_by_count":15,"area":null},{"id":"2308.02046","title":"UGainS: Uncertainty Guided Anomaly Instance Segmentation","created":"2023-08-03","cited_by_count":15,"area":null},{"id":"2502.06501","title":"Learning Clustering-based Prototypes for Compositional Zero-shot Learning","created":"2025-02-10","cited_by_count":14,"area":null},{"id":"2407.03548","title":"HiDiff: Hybrid Diffusion Framework for Medical Image Segmentation","created":"2024-07-03","cited_by_count":13,"area":"diffusion"},{"id":"2503.08695","title":"Out-of-Distribution Segmentation in Autonomous Driving: Problems and State of the Art","created":"2025-03-04","cited_by_count":13,"area":null},{"id":"2402.08960","title":"Open-Vocabulary Segmentation with Unpaired Mask-Text Supervision","created":"2024-02-14","cited_by_count":12,"area":null},{"id":"2402.16392","title":"Placing Objects in Context via Inpainting for Out-of-distribution Segmentation","created":"2024-02-26","cited_by_count":12,"area":null},{"id":"2403.16646","title":"Clustering Propagation for Universal Medical Image Segmentation","created":"2024-03-25","cited_by_count":12,"area":null},{"id":"2403.17409","title":"Neural Clustering based Visual Representation Learning","created":"2024-03-26","cited_by_count":12,"area":null},{"id":"2409.06424","title":"A Likelihood Ratio-Based Approach to Segmenting Unknown Objects","created":"2024-09-10","cited_by_count":12,"area":null},{"id":"2312.00092","title":"Mixture of Gaussian-distributed Prototypes with Generative Modelling for Interpretable and Trustworthy Image Recognition","created":"2023-11-30","cited_by_count":11,"area":null},{"id":"2407.05358","title":"CPM: Class-conditional Prompting Machine for Audio-visual Segmentation","created":"2024-07-07","cited_by_count":11,"area":null},{"id":"2505.02148","title":"Spotting the Unexpected (STU): A 3D LiDAR Dataset for Anomaly Segmentation in Autonomous Driving","created":"2025-05-04","cited_by_count":10,"area":null},{"id":"2311.12682","title":"Transferring to Real-World Layouts: A Depth-aware Framework for Scene Adaptation","created":"2023-11-21","cited_by_count":9,"area":null},{"id":"2407.15739","title":"Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond","created":"2024-07-22","cited_by_count":9,"area":null},{"id":"2301.08555","title":"Hybrid Open-set Segmentation with Synthetic Negative Data","created":"2023-01-19","cited_by_count":8,"area":null},{"id":"2305.09610","title":"Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow","created":"2023-05-16","cited_by_count":8,"area":null},{"id":"2401.04942","title":"Latency-aware Road Anomaly Segmentation in Videos: A Photorealistic Dataset and New Metrics","created":"2024-01-10","cited_by_count":8,"area":null},{"id":"2406.11835","title":"OoDIS: Anomaly Instance Segmentation and Detection Benchmark","created":"2024-06-17","cited_by_count":8,"area":null},{"id":"2504.04841","title":"Prior2Former -- Evidential Modeling of Mask Transformers for Assumption-Free Open-World Panoptic Segmentation","created":"2025-04-07","cited_by_count":7,"area":null},{"id":"2308.08696","title":"Improving Anomaly Segmentation with Multi-Granularity Cross-Domain Alignment","created":"2023-08-16","cited_by_count":6,"area":null},{"id":"2404.00254","title":"Clustering for Protein Representation Learning","created":"2024-03-30","cited_by_count":6,"area":null},{"id":"2408.13373","title":"Learning Unknowns from Unknowns: Diversified Negative Prototypes Generator for Few-Shot Open-Set Recognition","created":"2024-08-23","cited_by_count":6,"area":null},{"id":"2406.01170","title":"Zero-Shot Out-of-Distribution Detection with Outlier Label Exposure","created":"2024-06-03","cited_by_count":5,"area":null},{"id":"2406.19225","title":"ProtoGMM: Multi-prototype Gaussian-Mixture-based Domain Adaptation Model for Semantic Segmentation","created":"2024-06-27","cited_by_count":5,"area":null},{"id":"2407.07171","title":"ItTakesTwo: Leveraging Peer Representations for Semi-supervised LiDAR Semantic Segmentation","created":"2024-07-09","cited_by_count":5,"area":null},{"id":"2504.19183","title":"Segmenting Objectiveness and Task-awareness Unknown Region for Autonomous Driving","created":"2025-04-27","cited_by_count":5,"area":"driving"},{"id":"2405.06525","title":"SSA-Seg: Semantic and Spatial Adaptive Pixel-level Classifier for Semantic Segmentation","created":"2024-05-10","cited_by_count":4,"area":null},{"id":"2406.01559","title":"Prototypical Transformer as Unified Motion Learners","created":"2024-06-03","cited_by_count":4,"area":null},{"id":"2502.01181","title":"BVINet: Unlocking Blind Video Inpainting with Zero Annotations","created":"2025-02-03","cited_by_count":4,"area":null},{"id":"2404.16474","title":"DiffSeg: A Segmentation Model for Skin Lesions Based on Diffusion Difference","created":"2024-04-25","cited_by_count":3,"area":null},{"id":"2408.05803","title":"Prototype Learning Guided Hybrid Network for Breast Tumor Segmentation in DCE-MRI","created":"2024-08-11","cited_by_count":3,"area":null},{"id":"2410.13421","title":"Performance of Gaussian Mixture Model Classifiers on Embedded Feature Spaces","created":"2024-10-17","cited_by_count":3,"area":null},{"id":"2411.17767","title":"Exploring Aleatoric Uncertainty in Object Detection via Vision Foundation Models","created":"2024-11-26","cited_by_count":3,"area":null},{"id":"2502.10603","title":"Adaptive Neural Networks for Intelligent Data-Driven Development","created":"2025-02-14","cited_by_count":3,"area":null},{"id":"2503.17417","title":"Generative Modeling of Class Probability for Multi-Modal Representation Learning","created":"2025-03-21","cited_by_count":3,"area":null},{"id":"2302.06815","title":"Self-Supervised Likelihood Estimation with Energy Guidance for Anomaly Segmentation in Urban Scenes","created":"2023-02-14","cited_by_count":2,"area":null},{"id":"2403.10252","title":"Region-aware Distribution Contrast: A Novel Approach to Multi-Task Partially Supervised Learning","created":"2024-03-15","cited_by_count":2,"area":null},{"id":"2409.10025","title":"DiffATR: Diffusion-based Generative Modeling for Audio-Text Retrieval","created":"2024-09-16","cited_by_count":2,"area":"diffusion"},{"id":"2503.09498","title":"Towards Robust Multimodal Representation: A Unified Approach with Adaptive Experts and Alignment","created":"2025-03-12","cited_by_count":2,"area":null},{"id":"2503.10576","title":"Sample and Map from a Single Convex Potential: Generation using Conjugate Moment Measures","created":"2025-03-13","cited_by_count":2,"area":null},{"id":"2505.03679","title":"CaRaFFusion: Improving 2D Semantic Segmentation with Camera-Radar Point Cloud Fusion and Zero-Shot Image Inpainting","created":"2025-05-06","cited_by_count":2,"area":null},{"id":"2507.01455","title":"OoDDINO:A Multi-level Framework for Anomaly Segmentation on Complex Road Scenes","created":"2025-07-02","cited_by_count":2,"area":null},{"id":"2510.08631","title":"Out-of-Distribution Detection in LiDAR Semantic Segmentation Using Epistemic Uncertainty from Hierarchical GMMs","created":"2025-10-08","cited_by_count":2,"area":null},{"id":"2511.06720","title":"Relative Energy Learning for LiDAR Out-of-Distribution Detection","created":"2025-11-10","cited_by_count":2,"area":null},{"id":"2511.12594","title":"Seg-VAR: Image Segmentation with Visual Autoregressive Modeling","created":"2025-11-16","cited_by_count":2,"area":null},{"id":"2305.18671","title":"Perturbation-Assisted Sample Synthesis: A Novel Approach for Uncertainty Quantification","created":"2023-05-30","cited_by_count":1,"area":null},{"id":"2401.02150","title":"Marginal Debiased Network for Fair Visual Recognition","created":"2024-01-04","cited_by_count":1,"area":null},{"id":"2404.17961","title":"Random Walk on Pixel Manifolds for Anomaly Segmentation of Complex Driving Scenes","created":"2024-04-27","cited_by_count":1,"area":null},{"id":"2410.16485","title":"GenGMM: Generalized Gaussian-Mixture-based Domain Adaptation Model for Semantic Segmentation","created":"2024-10-21","cited_by_count":1,"area":null},{"id":"2504.06543","title":"DiffusionCom: Structure-Aware Multimodal Diffusion Model for Multimodal Knowledge Graph Completion","created":"2025-04-09","cited_by_count":1,"area":"diffusion"},{"id":"2603.11492","title":"SPEGC: Continual Test-Time Adaptation via Semantic-Prompt-Enhanced Graph Clustering for Medical Image Segmentation","created":"2026-03-12","cited_by_count":1,"area":null},{"id":"2605.05328","title":"Query2Uncertainty: Robust Uncertainty Quantification and Calibration for 3D Object Detection under Distribution Shift","created":"2026-05-06","cited_by_count":1,"area":null},{"id":"2308.00949","title":"Synthetic Instance Segmentation from Semantic Image Segmentation Masks","created":"2023-08-02","cited_by_count":0,"area":null},{"id":"2410.09409","title":"Distribution-aware Noisy-label Crack Segmentation","created":"2024-10-12","cited_by_count":0,"area":null},{"id":"2412.16046","title":"Segmentation of arbitrary features in very high resolution remote sensing imagery","created":"2024-12-20","cited_by_count":0,"area":null},{"id":"2504.02272","title":"Generative Classifier for Domain Generalization","created":"2025-04-03","cited_by_count":0,"area":null},{"id":"2507.03984","title":"CoT-Segmenter: Enhancing OOD Detection in Dense Road Scenes via Chain-of-Thought Reasoning","created":"2025-07-05","cited_by_count":0,"area":"lr"},{"id":"2507.18106","title":"Distributional Uncertainty for Out-of-Distribution Detection","created":"2025-07-24","cited_by_count":0,"area":null},{"id":"2510.02909","title":"Training-Free Out-Of-Distribution Segmentation With Foundation Models","created":"2025-10-03","cited_by_count":0,"area":null},{"id":"2510.20108","title":"Why Prototypes Collapse: Diagnosing and Preventing Partial Collapse in Prototypical Self-Supervised Learning","created":"2025-10-23","cited_by_count":0,"area":null},{"id":"2510.25174","title":"Classifier Enhancement Using Extended Context and Domain Experts for Semantic Segmentation","created":"2025-10-29","cited_by_count":0,"area":null},{"id":"2511.16952","title":"Point-Supervised Facial Expression Spotting with Gaussian-Based Instance-Adaptive Intensity Modeling","created":"2025-11-21","cited_by_count":0,"area":null},{"id":"2512.01427","title":"Language-Guided Open-World Anomaly Segmentation","created":"2025-12-01","cited_by_count":0,"area":null},{"id":"2603.19218","title":"Rethinking Vector Field Learning for Generative Segmentation","created":"2026-03-19","cited_by_count":0,"area":"diffusion"},{"id":"2604.09232","title":"Neural Distribution Prior for LiDAR Out-of-Distribution Detection","created":"2026-04-10","cited_by_count":0,"area":null},{"id":"2604.19093","title":"Multi-modal Test-time Adaptation via Adaptive Probabilistic Gaussian Calibration","created":"2026-04-21","cited_by_count":0,"area":null},{"id":"2604.23274","title":"SemiGDA: Generative Dual-distribution Alignment for Semi-Supervised Medical Image Segmentation","created":"2026-04-25","cited_by_count":0,"area":null},{"id":"2605.06080","title":"MSD-Score: Multi-Scale Distributional Scoring for Reference-Free Image Caption Evaluation","created":"2026-05-07","cited_by_count":0,"area":null},{"id":"2606.10896","title":"Flash-GMM: A Memory-Efficient Kernel for Scalable Soft Clustering","created":"2026-06-09","cited_by_count":0,"area":null},{"id":"2608.22665","title":"Hyperbolic Hierarchical Clustering for Visual Representation Learning","created":"2026-08-24","cited_by_count":0,"area":null},{"id":"2609.24204","title":"SAFe: Segment-guided Aggregation of Feature Densities for Anomaly-aware Segmentation","created":"2026-09-21","cited_by_count":0,"area":null}],"next_cursor":null}