% Key papers for Transformer-based video object tracking (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2016_siamese_11858, title = {{Siamese Instance Search for Tracking}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2016}, } @inproceedings{cvpr2022_trackformer_20070, title = {{TrackFormer: Multi-Object Tracking With Transformers}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2021_transformer_18048, title = {{Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2020_autotrack_15170, title = {{AutoTrack: Towards High-Performance Visual Tracking for UAV With Automatic Spatio-Temporal Regularization}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2019_graph_14259, title = {{Graph Convolutional Tracking}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2022_tctrack_19975, title = {{TCTrack: Temporal Contexts for Aerial Tracking}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{aaai2020_globaltrack_103651, title = {{GlobalTrack: A Simple and Strong Baseline for Long-Term Tracking}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6758}, } @inproceedings{aaai2024_odtrack_6803, title = {{ODTrack: Online Dense Temporal Token Learning for Visual Tracking}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28591}, } @inproceedings{cvpr2024_autoregressive_22802, title = {{Autoregressive Queries for Adaptive Tracking with Spatio-Temporal Transformers}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30736}, } @inproceedings{cvpr2020_detecting_15404, title = {{Detecting Attended Visual Targets in Video}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2020_cross_15310, title = {{Cross-Modal Pattern-Propagation for RGB-T Tracking}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{aaai2024_ucmctrack_7667, title = {{UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28493}, } @inproceedings{cvpr2024_single_24827, title = {{Single-Model and Any-Modality for Video Object Tracking}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31696}, } @inproceedings{aaai2024_explicit_5900, title = {{Explicit Visual Prompts for Visual Object Tracking}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28286}, } @inproceedings{cvpr2023_unifying_22470, title = {{Unifying Short and Long-Term Tracking With Graph Hierarchies}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22733}, } @inproceedings{cvpr2023_videotrack_22523, title = {{VideoTrack: Learning To Track Objects via Video Transformer}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/23003}, } @inproceedings{cvpr2021_tracking_18036, title = {{Tracking Pedestrian Heads in Dense Crowd}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{aaai2024_temporal_7512, title = {{Temporal Adaptive RGBT Tracking with Modality Prompt}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28352}, } @inproceedings{cvpr2022_unsupervised_20145, title = {{Unsupervised Learning of Accurate Siamese Tracking}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2021_rotation_17782, title = {{Rotation Equivariant Siamese Networks for Tracking}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{aaai2025_exploring_9071, title = {{Exploring Enhanced Contextual Information for Video-Level Object Tracking}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32440}, } @inproceedings{aaai2025_exploiting_9065, title = {{Exploiting Multimodal Spatial-temporal Patterns for Video Object Tracking}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32372}, } @inproceedings{cvpr2024_leap_23886, title = {{LEAP-VO: Long-term Effective Any Point Tracking for Visual Odometry}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29776}, } @inproceedings{aaai2025_mambalct_9902, title = {{MambaLCT: Boosting Tracking via Long-term Context State Space Model}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32528}, } @inproceedings{aaai2025_less_9769, title = {{Less Is More: Token Context-Aware Learning for Object Tracking}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32954}, } @inproceedings{neurips2024_webuot_72993, title = {{WebUOT-1M: Advancing Deep Underwater Object Tracking with A Million-Scale Benchmark}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/97605}, } @inproceedings{aaai2025_temporal_10939, title = {{Temporal Coherent Object Flow for Multi-Object Tracking}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32749}, } @inproceedings{cvpr2025_autoregressive_25544, title = {{Autoregressive Sequential Pretraining for Visual Tracking}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34853}, } @inproceedings{aaai2025_patch_10276, title = {{Patch-level Sounding Object Tracking for Audio-Visual Question Answering}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32538}, } @inproceedings{cvpr2024_gigatraj_23628, title = {{GigaTraj: Predicting Long-term Trajectories of Hundreds of Pedestrians in Gigapixel Complex Scenes}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30583}, } @inproceedings{cvpr2024_sira_24712, title = {{SIRA: Scalable Inter-frame Relation and Association for Radar Perception}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31642}, } @inproceedings{cvpr2024_drivetrack_23271, title = {{DriveTrack: A Benchmark for Long-Range Point Tracking in Real-World Videos}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30851}, } @inproceedings{cvpr2024_mtmmc_24085, title = {{MTMMC: A Large-Scale Real-World Multi-Modal Camera Tracking Benchmark}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30668}, } @inproceedings{aaai2024_sampling_7256, title = {{Sampling-Resilient Multi-Object Tracking}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28115}, }