{"total":66,"rows":[{"id":"2106.07286","title":"TimeLens: Event-based Video Frame Interpolation","created":"2021-06-14","cited_by_count":151,"area":null},{"id":"2112.01041","title":"N-ImageNet: Towards Robust, Fine-Grained Object Recognition with Event Cameras","created":"2021-12-02","cited_by_count":92,"area":null},{"id":"2302.08890","title":"Deep Learning for Event-based Vision: A Comprehensive Survey and Benchmarks","created":"2023-02-17","cited_by_count":90,"area":null},{"id":"2206.12455","title":"Ev-NeRF: Event Based Neural Radiance Field","created":"2022-06-24","cited_by_count":59,"area":null},{"id":"2203.12178","title":"Unifying Motion Deblurring and Frame Interpolation with Events","created":"2022-03-23","cited_by_count":58,"area":null},{"id":"2109.13695","title":"Motion Deblurring with Real Events","created":"2021-09-28","cited_by_count":52,"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":"2110.10394","title":"Deep Learning for HDR Imaging: State-of-the-Art and Future Trends","created":"2021-10-20","cited_by_count":45,"area":null},{"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":"2109.01801","title":"Dual Transfer Learning for Event-based End-task Prediction via Pluggable Event to Image Translation","created":"2021-09-04","cited_by_count":32,"area":null},{"id":"2403.19780","title":"Mitigating Motion Blur in Neural Radiance Fields with Events and Frames","created":"2024-03-28","cited_by_count":31,"area":null},{"id":"2112.06988","title":"Event-guided Deblurring of Unknown Exposure Time Videos","created":"2021-12-13","cited_by_count":26,"area":null},{"id":"2203.01935","title":"E-CIR: Event-Enhanced Continuous Intensity Recovery","created":"2022-03-03","cited_by_count":25,"area":null},{"id":"2408.14916","title":"Towards Real-world Event-guided Low-light Video Enhancement and Deblurring","created":"2024-08-27","cited_by_count":22,"area":null},{"id":"2308.05932","title":"Generalizing Event-Based Motion Deblurring in Real-World Scenarios","created":"2023-08-11","cited_by_count":20,"area":null},{"id":"2405.14959","title":"EvGGS: A Collaborative Learning Framework for Event-based Generalizable Gaussian Splatting","created":"2024-05-23","cited_by_count":20,"area":null},{"id":"2312.08220","title":"EventAid: Benchmarking Event-aided Image/Video Enhancement Algorithms with Real-captured Hybrid Dataset","created":"2023-12-13","cited_by_count":19,"area":null},{"id":"2208.09127","title":"Video Interpolation by Event-driven Anisotropic Adjustment of Optical Flow","created":"2022-08-19","cited_by_count":18,"area":null},{"id":"2103.02376","title":"Event-based Synthetic Aperture Imaging with a Hybrid Network","created":"2021-03-03","cited_by_count":17,"area":null},{"id":"2409.17029","title":"EventHDR: from Event to High-Speed HDR Videos and Beyond","created":"2024-09-25","cited_by_count":16,"area":null},{"id":"2407.02174","title":"BeNeRF: Neural Radiance Fields from a Single Blurry Image and Event Stream","created":"2024-07-02","cited_by_count":15,"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":"2302.07689","title":"Event-guided Multi-patch Network with Self-supervision for Non-uniform Motion Deblurring","created":"2023-02-14","cited_by_count":13,"area":null},{"id":"2208.11398","title":"Event-based Image Deblurring with Dynamic Motion Awareness","created":"2022-08-24","cited_by_count":10,"area":null},{"id":"2302.13766","title":"Learning to Super-Resolve Blurry Images with Events","created":"2023-02-27","cited_by_count":10,"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":"2403.00416","title":"Data-efficient Event Camera Pre-training via Disentangled Masked Modeling","created":"2024-03-01","cited_by_count":9,"area":null},{"id":"2212.02219","title":"Learning to See Through with Events","created":"2022-12-05","cited_by_count":7,"area":null},{"id":"2404.01298","title":"Noise2Image: Noise-Enabled Static Scene Recovery for Event Cameras","created":"2024-04-01","cited_by_count":7,"area":null},{"id":"2309.17239","title":"EGVD: Event-Guided Video Deraining","created":"2023-09-29","cited_by_count":6,"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":"2301.08783","title":"An Asynchronous Intensity Representation for Framed and Event Video Sources","created":"2023-01-20","cited_by_count":5,"area":null},{"id":"2502.21120","title":"SEE: See Everything Every Time -- Adaptive Brightness Adjustment for Broad Light Range Images via Events","created":"2025-02-28","cited_by_count":5,"area":null},{"id":"2109.13456","title":"SiamEvent: Event-based Object Tracking via Edge-aware Similarity Learning with Siamese Networks","created":"2021-09-28","cited_by_count":4,"area":null},{"id":"2303.08977","title":"DeblurSR: Event-Based Motion Deblurring Under the Spiking Representation","created":"2023-03-15","cited_by_count":4,"area":null},{"id":"2309.09513","title":"Learning Parallax for Stereo Event-based Motion Deblurring","created":"2023-09-18","cited_by_count":4,"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":"2307.12558","title":"Revisiting Event-based Video Frame Interpolation","created":"2023-07-24","cited_by_count":3,"area":null},{"id":"2312.08213","title":"Accelerated Event-Based Feature Detection and Compression for Surveillance Video Systems","created":"2023-12-13","cited_by_count":3,"area":null},{"id":"2402.12644","title":"Neuromorphic Synergy for Video Binarization","created":"2024-02-20","cited_by_count":3,"area":null},{"id":"2404.03210","title":"HDR Imaging for Dynamic Scenes with Events","created":"2024-04-04","cited_by_count":3,"area":null},{"id":"2411.10504","title":"USP-Gaussian: Unifying Spike-based Image Reconstruction, Pose Correction and Gaussian Splatting","created":"2024-11-15","cited_by_count":3,"area":null},{"id":"2508.00308","title":"Exploring Fourier Prior and Event Collaboration for Low-Light Image Enhancement","created":"2025-08-01","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":"2511.14469","title":"CompEvent: Complex-valued Event-RGB Fusion for Low-light Video Enhancement and Deblurring","created":"2025-11-18","cited_by_count":3,"area":null},{"id":"2304.02695","title":"Recovering Continuous Scene Dynamics from A Single Blurry Image with Events","created":"2023-04-05","cited_by_count":2,"area":null},{"id":"2304.06930","title":"Self-Supervised Scene Dynamic Recovery from Rolling Shutter Images and Events","created":"2023-04-14","cited_by_count":2,"area":null},{"id":"2412.02351","title":"Dual Exposure Stereo for Extended Dynamic Range 3D Imaging","created":"2024-12-03","cited_by_count":2,"area":null},{"id":"2412.11866","title":"Event-based Motion Deblurring via Multi-Temporal Granularity Fusion","created":"2024-12-16","cited_by_count":2,"area":null},{"id":"2501.15808","title":"ClearSight: Human Vision-Inspired Solutions for Event-Based Motion Deblurring","created":"2025-01-27","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":"2605.22186","title":"Event-Illumination Collaborative Low-light Image Enhancement with a High-resolution Real-world Dataset","created":"2026-05-21","cited_by_count":2,"area":null},{"id":"2405.06918","title":"Super-Resolving Blurry Images with Events","created":"2024-05-11","cited_by_count":1,"area":null},{"id":"2407.20502","title":"Restoring Real-World Degraded Events Improves Deblurring Quality","created":"2024-07-30","cited_by_count":1,"area":null},{"id":"2603.04975","title":"BiEvLight: Bi-level Learning of Task-Aware Event Refinement for Low-Light Image Enhancement","created":"2026-03-05","cited_by_count":1,"area":null},{"id":"2603.24991","title":"Towards Video Anomaly Detection from Event Streams: A Baseline and Benchmark Datasets","created":"2026-03-26","cited_by_count":1,"area":null},{"id":"2605.08073","title":"EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction","created":"2026-05-08","cited_by_count":1,"area":null},{"id":"2404.13972","title":"Non-Uniform Exposure Imaging via Neuromorphic Shutter Control","created":"2024-04-22","cited_by_count":0,"area":null},{"id":"2406.10744","title":"Technique Report of CVPR 2024 PBDL Challenges","created":"2024-06-15","cited_by_count":0,"area":null},{"id":"2409.19772","title":"PPLNs: Parametric Piecewise Linear Networks for Event-Based Temporal Modeling and Beyond","created":"2024-09-29","cited_by_count":0,"area":null},{"id":"2412.19370","title":"BeSplat: Gaussian Splatting from a Single Blurry Image and Event Stream","created":"2024-12-26","cited_by_count":0,"area":null},{"id":"2505.24401","title":"S3CE-Net: Spike-guided Spatiotemporal Semantic Coupling and Expansion Network for Long Sequence Event Re-Identification","created":"2025-05-30","cited_by_count":0,"area":null},{"id":"2509.08260","title":"EVDI++: Event-based Video Deblurring and Interpolation via Self-Supervised Learning","created":"2025-09-10","cited_by_count":0,"area":null},{"id":"2606.11186","title":"AnyMod-LLVE: Low-Light Video Enhancement with Modality-Agnostic Inference","created":"2026-06-09","cited_by_count":0,"area":null},{"id":"2606.29430","title":"EvLIR: Learning Illumination Residuals from Ordered Events for Low-Light Image Enhancement","created":"2026-06-28","cited_by_count":0,"area":null},{"id":"2607.06217","title":"EeveeDark: A Binary Neural Framework for Low-Light Video Enhancement via Event-Guided Sensor-Level Fusion","created":"2026-07-07","cited_by_count":0,"area":null}],"next_cursor":null}