% Key papers for Spiking event-camera detection (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2018_hats_13177, title = {{HATS: Histograms of Averaged Time Surfaces for Robust Event-Based Object Classification}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Sironi_HATS_Histograms_of_CVPR_2018_paper.html}, } @inproceedings{aaai2020_spiking_103680, title = {{Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6787}, } @inproceedings{cvpr2023_recurrent_22012, title = {{Recurrent Vision Transformers for Object Detection With Event Cameras}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21331}, } @inproceedings{neurips2020_learning_60223, title = {{Learning to Detect Objects with a 1 Megapixel Event Camera}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2020}, url = {https://nips.cc/virtual/2020/poster/18613}, } @inproceedings{cvpr2019_speed_14861, title = {{Speed Invariant Time Surface for Learning to Detect Corner Points With Event-Based Cameras}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{aaai2020_effective_100357, title = {{Effective AER Object Classification Using Segmented Probability-Maximization Learning in Spiking Neural Networks}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/5486}, } @inproceedings{cvpr2024_scene_24749, title = {{Scene Adaptive Sparse Transformer for Event-based Object Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31296}, } @inproceedings{aaai2022_event_2058, title = {{Event-Image Fusion Stereo Using Cross-Modality Feature Propagation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/00454-event-image-fusion-stereo-using-cross-modality-feature-propagation/}, } @inproceedings{cvpr2024_sfod_24702, title = {{SFOD: Spiking Fusion Object Detector}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31127}, } @inproceedings{aaai2023_better_3178, title = {{Better and Faster: Adaptive Event Conversion for Event-Based Object Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/25298}, } @inproceedings{aaai2023_dual_3509, title = {{Dual Memory Aggregation Network for Event-Based Object Detection with Learnable Representation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/25346}, } @inproceedings{cvpr2025_brain_25613, title = {{Brain-Inspired Spiking Neural Networks for Energy-Efficient Object Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33275}, } @inproceedings{cvpr2025_object_27106, title = {{Object Detection using Event Camera: A MoE Heat Conduction based Detector and A New Benchmark Dataset}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32770}, } @inproceedings{aaai2025_smamba_10619, title = {{SMamba: Sparse Mamba for Event-based Object Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32999}, } @inproceedings{cvpr2024_sd2event_24694, title = {{SD2Event:Self-supervised Learning of Dynamic Detectors and Contextual Descriptors for Event Cameras}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30547}, } @inproceedings{cvpr2025_efficient_26095, title = {{Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34835}, } @inproceedings{icml2021_sounddet_39965, title = {{SoundDet: Polyphonic Moving Sound Event Detection and Localization from Raw Waveform}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2021}, url = {https://icml.cc/virtual/2021/poster/8603}, } @inproceedings{aaai2023_rich_4538, title = {{Rich Event Modeling for Script Event Prediction}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/26478}, } @inproceedings{aaai2025_eseg_8881, title = {{ESEG: Event-Based Segmentation Boosted by Explicit Edge-Semantic Guidance}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33141}, } @inproceedings{aaai2025_crest_8362, title = {{CREST: An Efficient Conjointly-trained Spike-driven Framework for Event-based Object Detection Exploiting Spatiotemporal Dynamics}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32649}, } @inproceedings{aaai2025_efficient_8902, title = {{Efficient Event-Based Semantic Segmentation via Exploiting Frame-Event Fusion: A Hybrid Neural Network Approach}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34013}, } @inproceedings{aaai2025_spikingyolox_10824, title = {{SpikingYOLOX: Improved YOLOX Object Detection with Fast Fourier Convolution and Spiking Neural Networks}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32137}, } @inproceedings{aaai2026_peod_106576, title = {{PEOD: A Pixel-Aligned Event-RGB Benchmark for Object Detection Under Challenging Conditions}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38883}, } @inproceedings{neurips2024_egsst_73029, title = {{EGSST: Event-based Graph Spatiotemporal Sensitive Transformer for Object Detection}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/94394}, } @inproceedings{aaai2026_spatial_106802, title = {{Spatial-Frequency Spiking Neural Network for Underwater Object Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/39109}, } @inproceedings{cvpr2025_one_27143, title = {{One-Step Event-Driven High-Speed Autofocus}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33887}, } @inproceedings{neurips2025_flexevent_78350, title = {{FlexEvent: Towards Flexible Event-Frame Object Detection at Varying Operational Frequencies}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=diyDUH4NtD}, } @inproceedings{neurips2025_rethinking_79880, title = {{Rethinking Scale-Aware Temporal Encoding for Event-based Object Detection}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=toI181TMAx}, } @inproceedings{icml2025_hybrid_47585, title = {{Hybrid Spiking Vision Transformer for Object Detection with Event Cameras}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/45011}, } @inproceedings{neurips2025_fully_74766, title = {{Fully Autonomous Neuromorphic Navigation and Dynamic Obstacle Avoidance}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=11fe8wKkmk}, } @inproceedings{iclr2026_maximizing_88495, title = {{Maximizing Asynchronicity in Event-based Neural Networks}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2026}, url = {https://openreview.net/forum?id=nGbhxxdhqz}, }