% Key papers for Event-based video reconstruction (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2019_events_14161, title = {{Events-To-Video: Bringing Modern Computer Vision to Event Cameras}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2019_bringing_13910, title = {{Bringing a Blurry Frame Alive at High Frame-Rate With an Event Camera}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2020_video_16450, title = {{Video to Events: Recycling Video Datasets for Event Cameras}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2021_time_18008, title = {{Time Lens: Event-Based Video Frame Interpolation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2020_learning_15751, title = {{Learning Event-Based Motion Deblurring}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2019_event_14159, title = {{Event-Based High Dynamic Range Image and Very High Frame Rate Video Generation Using Conditional Generative Adversarial Networks}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2019_ev_14128, title = {{EV-Gait: Event-Based Robust Gait Recognition Using Dynamic Vision Sensors}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2019_focus_14220, title = {{Focus Is All You Need: Loss Functions for Event-Based Vision}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2021_learning_17314, title = {{Learning To Reconstruct High Speed and High Dynamic Range Videos From Events}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2023_frame_21019, title = {{Frame-Event Alignment and Fusion Network for High Frame Rate Tracking}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21100}, } @inproceedings{cvpr2023_event_20929, title = {{Event-Based Frame Interpolation With Ad-Hoc Deblurring}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22871}, } @inproceedings{aaai2020_end_103589, title = {{End-to-End Learning of Object Motion Estimation from Retinal Events for Event-Based Object Tracking}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6625}, } @inproceedings{aaai2022_spatio_2767, title = {{Spatio-Temporal Recurrent Networks for Event-Based Optical Flow Estimation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/00525-spatio-temporal-recurrent-networks-for-event-based-optical-flow-estimation/}, } @inproceedings{cvpr2023_data_20712, title = {{Data-Driven Feature Tracking for Event Cameras}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21703}, } @inproceedings{cvpr2022_e2_18720, title = {{E2(GO)MOTION: Motion Augmented Event Stream for Egocentric Action Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{aaai2024_hardvs_6174, title = {{HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28372}, } @inproceedings{cvpr2022_timereplayer_20026, title = {{TimeReplayer: Unlocking the Potential of Event Cameras for Video Interpolation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2023_learning_21363, title = {{Learning Event Guided High Dynamic Range Video Reconstruction}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22966}, } @inproceedings{cvpr2022_multi_19377, title = {{Multi-Grained Spatio-Temporal Features Perceived Network for Event-Based Lip-Reading}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2021_spatiotemporal_17934, title = {{Spatiotemporal Registration for Event-Based Visual Odometry}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2024_seeing_24766, title = {{Seeing Motion at Nighttime with an Event Camera}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30201}, } @inproceedings{cvpr2024_frequency_23514, title = {{Frequency-aware Event-based Video Deblurring for Real-World Motion Blur}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30514}, } @inproceedings{aaai2024_e2hqv_5775, title = {{E2HQV: High-Quality Video Generation from Event Camera via Theory-Inspired Model-Aided Deep Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28263}, } @inproceedings{aaai2024_motion_6677, title = {{Motion Deblurring via Spatial-Temporal Collaboration of Frames and Events}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28474}, } @inproceedings{cvpr2024_low_24040, title = {{Low-power Continuous Remote Behavioral Localization with Event Cameras}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30124}, } @inproceedings{cvpr2024_latency_23930, title = {{Latency Correction for Event-guided Deblurring and Frame Interpolation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30272}, } @inproceedings{cvpr2025_etap_26064, title = {{ETAP: Event-based Tracking of Any Point}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33145}, } @inproceedings{cvpr2025_bridge_25617, title = {{Bridge Frame and Event: Common Spatiotemporal Fusion for High-Dynamic Scene Optical Flow}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34206}, } @inproceedings{cvpr2025_unified_28012, title = {{Unified Reconstruction of Static and Dynamic Scenes from Events}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34116}, } @inproceedings{aaai2025_drivegazen_8813, title = {{DriveGazen: Event-Based Driving Status Recognition Using Conventional Camera}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33005}, } @inproceedings{aaai2025_eventzoom_9031, title = {{EventZoom: A Progressive Approach to Event-Based Data Augmentation for Enhanced Neuromorphic Vision}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32118}, } @inproceedings{cvpr2025_timetracker_27876, title = {{TimeTracker: Event-based Continuous Point Tracking for Video Frame Interpolation with Non-linear Motion}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32977}, } @inproceedings{neurips2024_lase_70377, title = {{LaSe-E2V: Towards Language-guided Semantic-aware Event-to-Video Reconstruction}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/96723}, } @inproceedings{neurips2025_v2v_76237, title = {{V2V: Scaling Event-Based Vision through Efficient Video-to-Voxel Simulation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=H1PLlbFvwW}, } @inproceedings{aaai2026_bat_104911, title = {{BAT: Learning Event-based Optical Flow with Bidirectional Adaptive Temporal Correlation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38100}, } @inproceedings{aaai2026_compevent_105602, title = {{CompEvent: Complex-valued Event-RGB Fusion for Low-light Video Enhancement and Deblurring}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38358}, } @inproceedings{aaai2024_flow_6030, title = {{Flow-Event Autoencoder: Event Stream Object Recognition Dataset Generation with Arbitrary High Temporal Resolution}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30545}, } @inproceedings{aaai2025_know_9645, title = {{Know Where You Are From: Event-Based Segmentation via Spatio-Temporal Propagation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32508}, } @inproceedings{neurips2025_pass_77433, title = {{PASS: Path-selective State Space Model for Event-based Recognition}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=TlYLJFTTX7}, }