{"total":90,"rows":[{"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":"2404.00834","title":"Towards Robust Event-guided Low-Light Image Enhancement: A Large-Scale Real-World Event-Image Dataset and Novel Approach","created":"2024-04-01","cited_by_count":48,"area":null},{"id":"2505.18657","title":"MLLMs are Deeply Affected by Modality Bias","created":"2025-05-24","cited_by_count":40,"area":"mllm"},{"id":"2405.05259","title":"OpenESS: Event-based Semantic Scene Understanding with Open Vocabularies","created":"2024-05-08","cited_by_count":38,"area":null},{"id":"2308.03135","title":"EventBind: Learning a Unified Representation to Bind Them All for Event-based Open-world Understanding","created":"2023-08-06","cited_by_count":34,"area":"mllm"},{"id":"2303.13767","title":"Learning Spatial-Temporal Implicit Neural Representations for Event-Guided Video Super-Resolution","created":"2023-03-24","cited_by_count":33,"area":null},{"id":"2403.12534","title":"ExACT: Language-guided Conceptual Reasoning and Uncertainty Estimation for Event-based Action Recognition and More","created":"2024-03-19","cited_by_count":33,"area":null},{"id":"2303.11629","title":"TMA: Temporal Motion Aggregation for Event-based Optical Flow","created":"2023-03-21","cited_by_count":32,"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":"2412.00832","title":"EventGPT: Event Stream Understanding with Multimodal Large Language Models","created":"2024-12-01","cited_by_count":28,"area":"mllm"},{"id":"2403.19976","title":"eTraM: Event-based Traffic Monitoring Dataset","created":"2024-03-29","cited_by_count":24,"area":null},{"id":"2403.14082","title":"EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition","created":"2024-03-21","cited_by_count":23,"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":"2409.17680","title":"Event-based Stereo Depth Estimation: A Survey","created":"2024-09-26","cited_by_count":19,"area":null},{"id":"2503.18445","title":"Benchmarking Multi-modal Semantic Segmentation under Sensor Failures: Missing and Noisy Modality Robustness","created":"2025-03-24","cited_by_count":18,"area":null},{"id":"2304.09793","title":"Event-based Simultaneous Localization and Mapping: A Comprehensive Survey","created":"2023-04-19","cited_by_count":17,"area":null},{"id":"2408.16254","title":"EvLight++: Low-Light Video Enhancement with an Event Camera: A Large-Scale Real-World Dataset, Novel Method, and More","created":"2024-08-29","cited_by_count":14,"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":"2505.14197","title":"Towards Omnidirectional Reasoning with 360-R1: A Dataset, Benchmark, and GRPO-based Method","created":"2025-05-20","cited_by_count":13,"area":"lr"},{"id":"2401.11687","title":"TIM: An Efficient Temporal Interaction Module for Spiking Transformer","created":"2024-01-22","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":"2509.12989","title":"PANORAMA: The Rise of Omnidirectional Vision in the Embodied AI Era","created":"2025-09-16","cited_by_count":12,"area":null},{"id":"2406.20024","title":"eMoE-Tracker: Environmental MoE-based Transformer for Robust Event-guided Object Tracking","created":"2024-06-28","cited_by_count":10,"area":null},{"id":"2409.13392","title":"Elite-EvGS: Learning Event-based 3D Gaussian Splatting by Distilling Event-to-Video Priors","created":"2024-09-20","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":"2503.17262","title":"Unsupervised Joint Learning of Optical Flow and Intensity with Event Cameras","created":"2025-03-21","cited_by_count":10,"area":null},{"id":"2305.07853","title":"EV-MGRFlowNet: Motion-Guided Recurrent Network for Unsupervised Event-based Optical Flow with Hybrid Motion-Compensation Loss","created":"2023-05-13","cited_by_count":9,"area":null},{"id":"2305.15078","title":"UniINR: Event-guided Unified Rolling Shutter Correction, Deblurring, and Interpolation","created":"2023-05-24","cited_by_count":9,"area":null},{"id":"2401.17664","title":"Image Anything: Towards Reasoning-coherent and Training-free Multi-modal Image Generation","created":"2024-01-31","cited_by_count":9,"area":null},{"id":"2405.05004","title":"TENet: Targetness Entanglement Incorporating with Multi-Scale Pooling and Mutually-Guided Fusion for RGB-E Object Tracking","created":"2024-05-08","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":"2603.16952","title":"Embodied Foundation Models at the Edge: A Survey of Deployment Constraints and Mitigation Strategies","created":"2026-03-16","cited_by_count":9,"area":null},{"id":"2402.18925","title":"PCDepth: Pattern-based Complementary Learning for Monocular Depth Estimation by Best of Both Worlds","created":"2024-02-29","cited_by_count":7,"area":null},{"id":"2501.00741","title":"Towards End-to-End Neuromorphic Event-based 3D Object Reconstruction Without Physical Priors","created":"2025-01-01","cited_by_count":7,"area":null},{"id":"2405.13389","title":"HR-INR: Continuous Space-Time Video Super-Resolution via Event Camera","created":"2024-05-22","cited_by_count":6,"area":null},{"id":"2502.12975","title":"Instance-Level Moving Object Segmentation from a Single Image with Events","created":"2025-02-18","cited_by_count":6,"area":null},{"id":"2503.22943","title":"Event Camera Meets Mobile Embodied Perception: Abstraction, Algorithm, Acceleration, Application","created":"2025-03-29","cited_by_count":6,"area":null},{"id":"2507.17664","title":"Talk2Event: Grounded Understanding of Dynamic Scenes from Event Cameras","created":"2025-07-23","cited_by_count":6,"area":null},{"id":"2306.15507","title":"Self-supervised Learning of Event-guided Video Frame Interpolation for Rolling Shutter Frames","created":"2023-06-27","cited_by_count":5,"area":null},{"id":"2505.08438","title":"A Survey of 3D Reconstruction with Event Cameras","created":"2025-05-13","cited_by_count":5,"area":null},{"id":"2508.17643","title":"SEBVS: Synthetic Event-based Visual Servoing for Robot Navigation and Manipulation","created":"2025-08-25","cited_by_count":5,"area":null},{"id":"2603.09385","title":"EventVGGT: Exploring Cross-Modal Distillation for Consistent Event-based Depth Estimation","created":"2026-03-10","cited_by_count":5,"area":null},{"id":"2309.16949","title":"CrossZoom: Simultaneously Motion Deblurring and Event Super-Resolving","created":"2023-09-29","cited_by_count":4,"area":null},{"id":"2412.06770","title":"Dynamic EventNeRF: Reconstructing General Dynamic Scenes from Multi-view RGB and Event Streams","created":"2024-12-09","cited_by_count":4,"area":null},{"id":"2504.15863","title":"DERD-Net: Learning Depth from Event-based Ray Densities","created":"2025-04-22","cited_by_count":4,"area":null},{"id":"2404.02731","title":"Event Camera Demosaicing via Swin Transformer and Pixel-focus Loss","created":"2024-04-03","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":"2504.08588","title":"Hardware, Algorithms, and Applications of the Neuromorphic Vision Sensor: a Review","created":"2025-04-11","cited_by_count":3,"area":null},{"id":"2508.03609","title":"evTransFER: A Transfer Learning Framework for Event-based Facial Expression Recognition","created":"2025-08-05","cited_by_count":3,"area":null},{"id":"2508.07401","title":"LET-US: Long Event-Text Understanding of Scenes","created":"2025-08-10","cited_by_count":3,"area":null},{"id":"2509.09971","title":"Event Camera Guided Visual Media Restoration & 3D Reconstruction: A Survey","created":"2025-09-12","cited_by_count":3,"area":null},{"id":"2509.25146","title":"Fast Feature Field ($\\text{F}^3$): A Predictive Representation of Events","created":"2025-09-29","cited_by_count":3,"area":null},{"id":"2512.00771","title":"EAG3R: Event-Augmented 3D Geometry Estimation for Dynamic and Extreme-Lighting Scenes","created":"2025-11-30","cited_by_count":3,"area":null},{"id":"2407.01884","title":"EIT-1M: One Million EEG-Image-Text Pairs for Human Visual-textual Recognition and More","created":"2024-07-02","cited_by_count":2,"area":null},{"id":"2409.08953","title":"Pushing the boundaries of event subsampling in event-based video classification using CNNs","created":"2024-09-13","cited_by_count":2,"area":null},{"id":"2502.18490","title":"Event-based Solutions for Human-centered Applications: A Comprehensive Review","created":"2025-02-17","cited_by_count":2,"area":null},{"id":"2503.18552","title":"EvAnimate: Event-conditioned Image-to-Video Generation for Human Animation","created":"2025-03-24","cited_by_count":2,"area":null},{"id":"2503.19753","title":"A Survey on Event-driven 3D Reconstruction: Development under Different Categories","created":"2025-03-25","cited_by_count":2,"area":null},{"id":"2504.13457","title":"Neural Ganglion Sensors: Learning Task-specific Event Cameras Inspired by the Neural Circuit of the Human Retina","created":"2025-04-18","cited_by_count":2,"area":null},{"id":"2505.21187","title":"Making Every Event Count: Balancing Data Efficiency and Accuracy in Event Camera Subsampling","created":"2025-05-27","cited_by_count":2,"area":null},{"id":"2507.03184","title":"EvRWKV: A Continuous Interactive RWKV Framework for Effective Event-Guided Low-Light Image Enhancement","created":"2025-07-01","cited_by_count":2,"area":null},{"id":"2507.14069","title":"Edge Intelligence with Spiking Neural Networks","created":"2025-07-18","cited_by_count":2,"area":null},{"id":"2507.15150","title":"Event-based Graph Representation with Spatial and Motion Vectors for Asynchronous Object Detection","created":"2025-07-20","cited_by_count":2,"area":null},{"id":"2508.18071","title":"EventTracer: Fast Path Tracing-based Event Stream Rendering","created":"2025-08-25","cited_by_count":2,"area":null},{"id":"2512.09016","title":"Learning to Remove Lens Flare in Event Camera","created":"2025-12-09","cited_by_count":2,"area":null},{"id":"2606.29384","title":"Event-VLA: Action-Conditioned Event Fusion for Robust Vision-Language-Action Model","created":"2026-06-28","cited_by_count":2,"area":"vla"},{"id":"2407.02370","title":"Investigating Event-Based Cameras for Video Frame Interpolation in Sports","created":"2024-07-02","cited_by_count":1,"area":null},{"id":"2408.05452","title":"EV-MGDispNet: Motion-Guided Event-Based Stereo Disparity Estimation Network with Left-Right Consistency","created":"2024-08-10","cited_by_count":1,"area":null},{"id":"2409.12778","title":"EventDance++: Language-guided Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition","created":"2024-09-19","cited_by_count":1,"area":null},{"id":"2409.16953","title":"PASS: Path-selective State Space Model for Event-based Recognition","created":"2024-09-25","cited_by_count":1,"area":"ssm"},{"id":"2412.03093","title":"Expanding Event Modality Applications through a Robust CLIP-Based Encoder","created":"2024-12-04","cited_by_count":1,"area":null},{"id":"2505.02393","title":"Uncertainty-Weighted Fusion of Image and Synthetic Event for Video Anomaly Detection","created":"2025-05-05","cited_by_count":1,"area":null},{"id":"2505.14014","title":"EGFormer: Towards Efficient and Generalizable Multimodal Semantic Segmentation","created":"2025-05-20","cited_by_count":1,"area":null},{"id":"2509.09584","title":"Visual Grounding from Event Cameras","created":"2025-09-11","cited_by_count":1,"area":null},{"id":"2510.16822","title":"ReefNet: A Large-Scale Dataset and Benchmark for Fine-Grained Coral Reef Recognition","created":"2025-10-19","cited_by_count":1,"area":null},{"id":"2511.02953","title":"EvtSlowTV -- A Large and Diverse Dataset for Event-Based Depth Estimation","created":"2025-11-04","cited_by_count":1,"area":null},{"id":"2511.18448","title":"EventBench: Towards Comprehensive Benchmarking of Event-based MLLMs","created":"2025-11-23","cited_by_count":1,"area":"mllm"},{"id":"2512.11076","title":"E-CHUM: Event-based Cameras for Human Detection and Urban Monitoring","created":"2025-12-11","cited_by_count":1,"area":null},{"id":"2505.01950","title":"SARTM: Segment Any RGB Thermal Model with Language aided Distillation","created":"2025-05-04","cited_by_count":0,"area":null},{"id":"2505.05488","title":"From Events to Enhancement: A Survey on Event-Based Imaging Technologies","created":"2025-04-30","cited_by_count":0,"area":null},{"id":"2505.11895","title":"Adversarial Robustness for Unified Multi-Modal Encoders via Efficient Calibration","created":"2025-05-17","cited_by_count":0,"area":null},{"id":"2506.03675","title":"BiXFormer: A Robust Framework for Maximizing Modality Effectiveness in Multi-Modal Semantic Segmentation","created":"2025-06-04","cited_by_count":0,"area":null},{"id":"2509.18566","title":"Event-guided 3D Gaussian Splatting for Dynamic Human and Scene Reconstruction","created":"2025-09-23","cited_by_count":0,"area":null},{"id":"2511.21784","title":"Physics-Informed Spiking Neural Networks via Conservative Flux Quantization","created":"2025-11-26","cited_by_count":0,"area":null},{"id":"2602.02236","title":"Adaptive Control in Autonomous Driving via Real-Time Recurrent RL","created":"2026-02-02","cited_by_count":0,"area":"driving"},{"id":"2605.17686","title":"Brain-inspired spike-timing plasticity for reliable label-efficient event-camera vision","created":"2026-05-17","cited_by_count":0,"area":null},{"id":"2606.27576","title":"DeLux: Cross-Modal Local Artifact Restoration in Video Using Neuromorphic Data","created":"2026-06-25","cited_by_count":0,"area":null},{"id":"2607.09143","title":"Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing","created":"2026-07-10","cited_by_count":0,"area":null},{"id":"2608.16523","title":"FLEET: Token-Based Feature Extraction for Event Camera-based Reinforcement Learning","created":"2026-08-17","cited_by_count":0,"area":"deeprl"}],"next_cursor":null}