% Key papers for Memory and correlation-based MOT (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{aaai2017_online_103915, title = {{Online Multi-Target Tracking Using Recurrent Neural Networks}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2017}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/11194}, } @inproceedings{cvpr2021_quasi_17685, title = {{Quasi-Dense Similarity Learning for Multiple Object Tracking}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2021_track_18034, title = {{Track To Detect and Segment: An Online Multi-Object Tracker}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2017_multi_12469, title = {{Multi-Object Tracking With Quadruplet Convolutional Neural Networks}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2023_motrv2_21500, title = {{MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22628}, } @inproceedings{cvpr2022_memot_19324, title = {{MeMOT: Multi-Object Tracking With Memory}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2017_deep_12168, title = {{Deep Network Flow for Multi-Object Tracking}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2021_multiple_17461, title = {{Multiple Object Tracking With Correlation Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2020_pnpnet_16039, title = {{PnPNet: End-to-End Perception and Prediction With Tracking in the Loop}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{aaai2016_deep_105386, title = {{Deep Tracking: Seeing Beyond Seeing Using Recurrent Neural Networks}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2016}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/10413}, } @inproceedings{cvpr2021_siammot_17893, title = {{SiamMOT: Siamese Multi-Object Tracking}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2021_improving_17171, title = {{Improving Multiple Pedestrian Tracking by Track Management and Occlusion Handling}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2023_simple_22207, title = {{Simple Cues Lead to a Strong Multi-Object Tracker}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22730}, } @inproceedings{cvpr2019_multi_14542, title = {{Multi-Person Articulated Tracking With Spatial and Temporal Embeddings}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2023_focus_21013, title = {{Focus on Details: Online Multi-Object Tracking With Diverse Fine-Grained Representation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22468}, } @inproceedings{cvpr2023_utm_22437, title = {{UTM: A Unified Multiple Object Tracking Model With Identity-Aware Feature Enhancement}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21927}, } @inproceedings{aaai2024_smiletrack_7229, title = {{SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object Tracking}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28386}, } @inproceedings{cvpr2020_learning_15772, title = {{Learning Multi-Object Tracking and Segmentation From Automatic Annotations}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2021_discriminative_16877, title = {{Discriminative Appearance Modeling With Multi-Track Pooling for Real-Time Multi-Object Tracking}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2024_diffmot_23184, title = {{DiffMOT: A Real-time Diffusion-based Multiple Object Tracker with Non-linear Prediction}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29206}, } @inproceedings{cvpr2024_matching_24123, title = {{Matching Anything by Segmenting Anything}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29590}, } @inproceedings{cvpr2024_self_24787, title = {{Self-Supervised Multi-Object Tracking with Path Consistency}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30783}, } @inproceedings{aaai2024_cto_5362, title = {{CTO-SLAM: Contour Tracking for Object-Level Robust 4D SLAM}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28899}, } @inproceedings{aaai2026_sam2mot_101154, title = {{SAM2MOT: A Novel Paradigm of Multi-Object Tracking by Segmentation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/37455}, } @inproceedings{cvpr2024_hoist_23670, title = {{HOIST-Former: Hand-held Objects Identification Segmentation and Tracking in the Wild}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30199}, } @inproceedings{neurips2025_dual_77373, title = {{Dual-Path Temporal Decoder for End-to-End Multi-Object Tracking}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=T64Fa2hCZn}, } @inproceedings{iclr2025_samba_81971, title = {{Samba: Synchronized Set-of-Sequences Modeling for Multiple Object Tracking}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2025}, url = {https://iclr.cc/virtual/2025/poster/29814}, } @inproceedings{icml2026_storm_54428, title = {{STORM: Segment, Track, and Object Re-Localization from a Single Image}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2026}, url = {https://openreview.net/forum?id=oqUjAjGQY3}, } @inproceedings{neurips2025_syncl_76665, title = {{SynCL: A Synergistic Training Strategy with Instance-Aware Contrastive Learning for End-to-End Multi-Camera 3D Tracking}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=LrIRYbn3Rn}, } @inproceedings{iclr2026_unitrack_87114, title = {{UniTrack: Differentiable Graph Representation Learning for Multi-Object Tracking}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2026}, url = {https://openreview.net/forum?id=XpddZpGck9}, } @inproceedings{cvpr2026_from_99446, title = {{From Detection to Association: Learning Discriminative Object Embeddings for Multi-Object Tracking}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2026}, url = {https://openaccess.thecvf.com/content/CVPR2026/html/Shao_From_Detection_to_Association_Learning_Discriminative_Object_Embeddings_for_Multi-Object_CVPR_2026_paper.html}, } @inproceedings{aaai2026_delving_105486, title = {{Delving into Dynamic Scene Cue-Consistency for Robust 3D Multi-Object Tracking}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38242}, } @inproceedings{iclr2026_multi_84280, title = {{Multi-Object System Identification from Videos}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2026}, url = {https://openreview.net/forum?id=0ylAe3Orfy}, }