{"total":212,"rows":[{"id":"2211.05778","title":"InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions","created":"2022-11-10","cited_by_count":482,"area":null},{"id":"2212.10957","title":"TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization","created":"2022-12-21","cited_by_count":130,"area":null},{"id":"2303.01480","title":"Delivering Arbitrary-Modal Semantic Segmentation","created":"2023-03-02","cited_by_count":117,"area":null},{"id":"2309.09668","title":"DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation","created":"2023-09-18","cited_by_count":60,"area":null},{"id":"2403.12532","title":"UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All","created":"2024-03-19","cited_by_count":49,"area":null},{"id":"2501.10761","title":"Infrared and Visible Image Fusion: From Data Compatibility to Task Adaption","created":"2025-01-18","cited_by_count":46,"area":null},{"id":"2311.05709","title":"OmniVec: Learning robust representations with cross modal sharing","created":"2023-11-07","cited_by_count":44,"area":null},{"id":"2406.01210","title":"GeminiFusion: Efficient Pixel-wise Multimodal Fusion for Vision Transformer","created":"2024-06-03","cited_by_count":44,"area":null},{"id":"2307.04129","title":"Cross-modal Orthogonal High-rank Augmentation for RGB-Event Transformer-trackers","created":"2023-07-09","cited_by_count":43,"area":null},{"id":"2408.01343","title":"StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal Semantic Segmentation","created":"2024-08-02","cited_by_count":39,"area":null},{"id":"2309.05300","title":"Decoupling Common and Unique Representations for Multimodal Self-supervised Learning","created":"2023-09-11","cited_by_count":36,"area":null},{"id":"2307.06505","title":"WaterScenes: A Multi-Task 4D Radar-Camera Fusion Dataset and Benchmarks for Autonomous Driving on Water Surfaces","created":"2023-07-13","cited_by_count":35,"area":null},{"id":"2410.10791","title":"CAFuser: Condition-Aware Multimodal Fusion for Robust Semantic Perception of Driving Scenes","created":"2024-10-14","cited_by_count":33,"area":null},{"id":"2407.11351","title":"Learning Modality-agnostic Representation for Semantic Segmentation from Any Modalities","created":"2024-07-16","cited_by_count":31,"area":null},{"id":"2504.04701","title":"DFormerv2: Geometry Self-Attention for RGBD Semantic Segmentation","created":"2025-04-07","cited_by_count":31,"area":null},{"id":"2407.12582","title":"Embracing Events and Frames with Hierarchical Feature Refinement Network for Object Detection","created":"2024-07-17","cited_by_count":28,"area":null},{"id":"2204.05453","title":"Glass Segmentation with RGB-Thermal Image Pairs","created":"2022-04-12","cited_by_count":26,"area":null},{"id":"2312.00360","title":"Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning","created":"2023-12-01","cited_by_count":25,"area":null},{"id":"2304.10756","title":"Missing Modality Robustness in Semi-Supervised Multi-Modal Semantic Segmentation","created":"2023-04-21","cited_by_count":24,"area":null},{"id":"2204.09788","title":"SELMA: SEmantic Large-scale Multimodal Acquisitions in Variable Weather, Daytime and Viewpoints","created":"2022-04-20","cited_by_count":22,"area":null},{"id":"2407.11344","title":"Centering the Value of Every Modality: Towards Efficient and Resilient Modality-agnostic Semantic Segmentation","created":"2024-07-16","cited_by_count":22,"area":null},{"id":"2309.09297","title":"Chasing Day and Night: Towards Robust and Efficient All-Day Object Detection Guided by an Event Camera","created":"2023-09-17","cited_by_count":21,"area":null},{"id":"2401.01624","title":"Context-Aware Interaction Network for RGB-T Semantic Segmentation","created":"2024-01-03","cited_by_count":21,"area":null},{"id":"2405.16108","title":"OmniBind: Teach to Build Unequal-Scale Modality Interaction for Omni-Bind of All","created":"2024-05-25","cited_by_count":20,"area":null},{"id":"2406.16531","title":"GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization","created":"2024-06-24","cited_by_count":19,"area":null},{"id":"2305.16580","title":"TFDet: Target-Aware Fusion for RGB-T Pedestrian Detection","created":"2023-05-26","cited_by_count":18,"area":null},{"id":"2308.09369","title":"Single Frame Semantic Segmentation Using Multi-Modal Spherical Images","created":"2023-08-18","cited_by_count":18,"area":null},{"id":"2309.14065","title":"AsymFormer: Asymmetrical Cross-Modal Representation Learning for Mobile Platform Real-Time RGB-D Semantic Segmentation","created":"2023-09-25","cited_by_count":17,"area":null},{"id":"2401.10731","title":"Removal then Selection: A Coarse-to-Fine Fusion Perspective for RGB-Infrared Object Detection","created":"2024-01-19","cited_by_count":16,"area":null},{"id":"2311.05770","title":"PolyMaX: General Dense Prediction with Mask Transformer","created":"2023-11-09","cited_by_count":14,"area":null},{"id":"2311.12174","title":"LABELMAKER: Automatic Semantic Label Generation from RGB-D Trajectories","created":"2023-11-20","cited_by_count":14,"area":null},{"id":"2502.14471","title":"Integrating Extra Modality Helps Segmentor Find Camouflaged Objects Well","created":"2025-02-20","cited_by_count":14,"area":null},{"id":"2511.20886","title":"V$^{2}$-SAM: Marrying SAM2 with Multi-Prompt Experts for Cross-View Object Correspondence","created":"2025-11-25","cited_by_count":14,"area":null},{"id":"2305.11427","title":"RGB-D And Thermal Sensor Fusion: A Systematic Literature Review","created":"2023-05-19","cited_by_count":13,"area":null},{"id":"2309.12842","title":"SRFNet: Monocular Depth Estimation with Fine-grained Structure via Spatial Reliability-oriented Fusion of Frames and Events","created":"2023-09-22","cited_by_count":13,"area":null},{"id":"2405.15365","title":"U3M: Unbiased Multiscale Modal Fusion Model for Multimodal Semantic Segmentation","created":"2024-05-24","cited_by_count":13,"area":null},{"id":"2408.16478","title":"MICDrop: Masking Image and Depth Features via Complementary Dropout for Domain-Adaptive Semantic Segmentation","created":"2024-08-29","cited_by_count":13,"area":null},{"id":"2210.00843","title":"Early or Late Fusion Matters: Efficient RGB-D Fusion in Vision Transformers for 3D Object Recognition","created":"2022-10-03","cited_by_count":12,"area":null},{"id":"2309.04001","title":"MMSFormer: Multimodal Transformer for Material and Semantic Segmentation","created":"2023-09-07","cited_by_count":12,"area":null},{"id":"2412.16876","title":"MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation via Hierarchical Modality Selection","created":"2024-12-22","cited_by_count":12,"area":null},{"id":"2401.16923","title":"Fourier Prompt Tuning for Modality-Incomplete Scene Segmentation","created":"2024-01-30","cited_by_count":11,"area":null},{"id":"2412.02044","title":"ASANet: Asymmetric Semantic Aligning Network for RGB and SAR image land cover classification","created":"2024-12-03","cited_by_count":11,"area":null},{"id":"2301.00362","title":"Goal-Guided Transformer-Enabled Reinforcement Learning for Efficient Autonomous Navigation","created":"2023-01-01","cited_by_count":10,"area":null},{"id":"2404.03527","title":"HAPNet: Toward Superior RGB-Thermal Scene Parsing via Hybrid, Asymmetric, and Progressive Heterogeneous Feature Fusion","created":"2024-04-04","cited_by_count":10,"area":null},{"id":"2407.10125","title":"When Pedestrian Detection Meets Multi-Modal Learning: Generalist Model and Benchmark Dataset","created":"2024-07-14","cited_by_count":10,"area":null},{"id":"2407.21631","title":"RoadFormer+: Delivering RGB-X Scene Parsing through Scale-Aware Information Decoupling and Advanced Heterogeneous Feature Fusion","created":"2024-07-31","cited_by_count":10,"area":null},{"id":"2411.17141","title":"Learning Robust Anymodal Segmentor with Unimodal and Cross-modal Distillation","created":"2024-11-26","cited_by_count":10,"area":null},{"id":"2412.06708","title":"FlexEvent: Towards Flexible Event-Frame Object Detection at Varying Operational Frequencies","created":"2024-12-09","cited_by_count":10,"area":null},{"id":"2503.06700","title":"MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic Segmentation","created":"2025-03-09","cited_by_count":10,"area":null},{"id":"2503.19916","title":"EventFly: Event Camera Perception from Ground to the Sky","created":"2025-03-25","cited_by_count":10,"area":null},{"id":"2306.01598","title":"Towards Source-free Domain Adaptive Semantic Segmentation via Importance-aware and Prototype-contrast Learning","created":"2023-06-02","cited_by_count":9,"area":null},{"id":"2503.02581","title":"Unveiling the Potential of Segment Anything Model 2 for RGB-Thermal Semantic Segmentation with Language Guidance","created":"2025-03-04","cited_by_count":9,"area":null},{"id":"2503.23356","title":"ControlFusion: A Controllable Image Fusion Framework with Language-Vision Degradation Prompts","created":"2025-03-30","cited_by_count":9,"area":null},{"id":"2505.06635","title":"Reducing Unimodal Bias in Multi-Modal Semantic Segmentation with Multi-Scale Functional Entropy Regularization","created":"2025-05-10","cited_by_count":9,"area":null},{"id":"2305.14269","title":"Source-Free Domain Adaptation for RGB-D Semantic Segmentation with Vision Transformers","created":"2023-05-23","cited_by_count":8,"area":null},{"id":"2311.00134","title":"Joint Depth Prediction and Semantic Segmentation with Multi-View SAM","created":"2023-10-31","cited_by_count":8,"area":null},{"id":"2503.23359","title":"VideoFusion: A Spatio-Temporal Collaborative Network for Multi-modal Video Fusion","created":"2025-03-30","cited_by_count":8,"area":null},{"id":"2302.06301","title":"A Neuromorphic Dataset for Object Segmentation in Indoor Cluttered Environment","created":"2023-02-13","cited_by_count":7,"area":null},{"id":"2312.03430","title":"ShareCMP: Polarization-Aware RGB-P Semantic Segmentation","created":"2023-12-06","cited_by_count":7,"area":null},{"id":"2403.18033","title":"SpectralWaste Dataset: Multimodal Data for Waste Sorting Automation","created":"2024-03-26","cited_by_count":7,"area":null},{"id":"2504.12753","title":"Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation","created":"2025-04-17","cited_by_count":7,"area":null},{"id":"2506.06026","title":"O-MaMa: Learning Object Mask Matching between Egocentric and Exocentric Views","created":"2025-06-06","cited_by_count":7,"area":null},{"id":"2410.14944","title":"Part-Whole Relational Fusion Towards Multi-Modal Scene Understanding","created":"2024-10-19","cited_by_count":6,"area":null},{"id":"2411.17610","title":"Modality-Incremental Learning with Disjoint Relevance Mapping Networks for Image-based Semantic Segmentation","created":"2024-11-26","cited_by_count":6,"area":null},{"id":"2505.24705","title":"RT-X Net: RGB-Thermal cross attention network for Low-Light Image Enhancement","created":"2025-05-30","cited_by_count":6,"area":null},{"id":"2507.14643","title":"Multispectral State-Space Feature Fusion: Bridging Shared and Cross-Parametric Interactions for Object Detection","created":"2025-07-19","cited_by_count":6,"area":null},{"id":"2303.11228","title":"Bimodal SegNet: Instance Segmentation Fusing Events and RGB Frames for Robotic Grasping","created":"2023-03-20","cited_by_count":5,"area":null},{"id":"2312.01790","title":"MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and Localization","created":"2023-12-04","cited_by_count":5,"area":null},{"id":"2312.11128","title":"Unleashing the Power of CNN and Transformer for Balanced RGB-Event Video Recognition","created":"2023-12-18","cited_by_count":5,"area":null},{"id":"2404.03962","title":"RaSim: A Range-aware High-fidelity RGB-D Data Simulation Pipeline for Real-world Applications","created":"2024-04-05","cited_by_count":5,"area":null},{"id":"2509.15096","title":"OmniSegmentor: A Flexible Multi-Modal Learning Framework for Semantic Segmentation","created":"2025-09-18","cited_by_count":5,"area":null},{"id":"2304.05646","title":"Breaking Modality Disparity: Harmonized Representation for Infrared and Visible Image Registration","created":"2023-04-12","cited_by_count":4,"area":null},{"id":"2304.05716","title":"Impact of Pseudo Depth on Open World Object Segmentation with Minimal User Guidance","created":"2023-04-12","cited_by_count":4,"area":null},{"id":"2305.14914","title":"GAMUS: A Geometry-aware Multi-modal Semantic Segmentation Benchmark for Remote Sensing Data","created":"2023-05-24","cited_by_count":4,"area":null},{"id":"2307.04470","title":"Test-Time Adaptation for Nighttime Color-Thermal Semantic Segmentation","created":"2023-07-10","cited_by_count":4,"area":null},{"id":"2308.12320","title":"Understanding Dark Scenes by Contrasting Multi-Modal Observations","created":"2023-08-23","cited_by_count":4,"area":null},{"id":"2404.13659","title":"LMFNet: An Efficient Multimodal Fusion Approach for Semantic Segmentation in High-Resolution Remote Sensing","created":"2024-04-21","cited_by_count":4,"area":null},{"id":"2405.02824","title":"Adaptive Guidance Learning for Camouflaged Object Detection","created":"2024-05-05","cited_by_count":4,"area":null},{"id":"2405.03177","title":"Transformer-based RGB-T Tracking with Channel and Spatial Feature Fusion","created":"2024-05-06","cited_by_count":4,"area":null},{"id":"2501.00838","title":"Spatially-guided Temporal Aggregation for Robust Event-RGB Optical Flow Estimation","created":"2025-01-01","cited_by_count":4,"area":null},{"id":"2501.07806","title":"Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation","created":"2025-01-14","cited_by_count":4,"area":null},{"id":"2509.18184","title":"URNet: Uncertainty-aware Refinement Network for Event-based Stereo Depth Estimation","created":"2025-09-18","cited_by_count":4,"area":null},{"id":"2601.07447","title":"PanoSAMic: Panoramic Image Segmentation from SAM Feature Encoding and Dual View Fusion","created":"2026-01-12","cited_by_count":4,"area":null},{"id":"2211.04188","title":"DepthFormer: Multimodal Positional Encodings and Cross-Input Attention for Transformer-Based Segmentation Networks","created":"2022-11-08","cited_by_count":3,"area":null},{"id":"2305.03640","title":"Asynchronous Events-based Panoptic Segmentation using Graph Mixer Neural Network","created":"2023-05-05","cited_by_count":3,"area":null},{"id":"2307.12349","title":"ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary Transformer","created":"2023-07-23","cited_by_count":3,"area":null},{"id":"2401.00653","title":"PROMPT-IML: Image Manipulation Localization with Pre-trained Foundation Models Through Prompt Tuning","created":"2024-01-01","cited_by_count":3,"area":null},{"id":"2401.03037","title":"CATFace: Cross-Attribute-Guided Transformer with Self-Attention Distillation for Low-Quality Face Recognition","created":"2024-01-05","cited_by_count":3,"area":null},{"id":"2407.18038","title":"TiCoSS: Tightening the Coupling between Semantic Segmentation and Stereo Matching within A Joint Learning Framework","created":"2024-07-25","cited_by_count":3,"area":null},{"id":"2407.19491","title":"Multi-modal Crowd Counting via Modal Emulation","created":"2024-07-28","cited_by_count":3,"area":null},{"id":"2409.07995","title":"Depth Matters: Exploring Deep Interactions of RGB-D for Semantic Segmentation in Traffic Scenes","created":"2024-09-12","cited_by_count":3,"area":null},{"id":"2502.02334","title":"Event-aided Semantic Scene Completion","created":"2025-02-04","cited_by_count":3,"area":null},{"id":"2502.15448","title":"MVIP -- A Dataset and Methods for Application Oriented Multi-View and Multi-Modal Industrial Part Recognition","created":"2025-02-21","cited_by_count":3,"area":null},{"id":"2506.14696","title":"YOLOv11-RGBT: Towards a Comprehensive Single-Stage Multispectral Object Detection Framework","created":"2025-06-17","cited_by_count":3,"area":null},{"id":"2507.05948","title":"Beyond Appearance: Geometric Cues for Robust Video Instance Segmentation","created":"2025-07-08","cited_by_count":3,"area":null},{"id":"2509.16170","title":"UniMRSeg: Unified Modality-Relax Segmentation via Hierarchical Self-Supervised Compensation","created":"2025-09-19","cited_by_count":3,"area":null},{"id":"2602.18996","title":"Learning Cross-View Object Correspondence via Cycle-Consistent Mask Prediction","created":"2026-02-22","cited_by_count":3,"area":null},{"id":"2604.13596","title":"VGGT-Segmentor: Geometry-Enhanced Cross-View Segmentation","created":"2026-04-15","cited_by_count":3,"area":null},{"id":"2207.06205","title":"Trans4Map: Revisiting Holistic Bird's-Eye-View Mapping from Egocentric Images to Allocentric Semantics with Vision Transformers","created":"2022-07-13","cited_by_count":2,"area":null},{"id":"2405.03352","title":"Salient Object Detection From Arbitrary Modalities","created":"2024-05-06","cited_by_count":2,"area":null}],"next_cursor":"100"}