| Temporal-Enhanced Multimodal Transformer for Referring Multi-Object Tracking and Segmentation | Oct 17, 2024 | Multi-Object TrackingMulti-Object Tracking and Segmentation | —Unverified | 0 |
| CML-MOTS: Collaborative Multi-task Learning for Multi-Object Tracking and Segmentation | Nov 2, 2023 | Autonomous DrivingInstance Segmentation | —Unverified | 0 |
| Deep Learning Techniques for Video Instance Segmentation: A Survey | Oct 19, 2023 | Action RecognitionDeep Learning | —Unverified | 0 |
| Universal Instance Perception as Object Discovery and Retrieval | Mar 12, 2023 | Described Object DetectionGeneralized Referring Expression Comprehension | CodeCode Available | 3 |
| Context-Aware Relative Object Queries To Unify Video Instance and Panoptic Segmentation | Jan 1, 2023 | Instance SegmentationMulti-Object Tracking | CodeCode Available | 1 |
| Track Targets by Dense Spatio-Temporal Position Encoding | Oct 17, 2022 | Multi-Object TrackingMulti-Object Tracking and Segmentation | —Unverified | 0 |
| BURST: A Benchmark for Unifying Object Recognition, Segmentation and Tracking in Video | Sep 25, 2022 | Long-tail Video Object SegmentationMulti-Object Tracking | CodeCode Available | 1 |
| Multi-Object Tracking and Segmentation via Neural Message Passing | Jul 15, 2022 | Multi-Object TrackingMulti-Object Tracking and Segmentation | CodeCode Available | 1 |
| Towards Grand Unification of Object Tracking | Jul 14, 2022 | Multi-Object TrackingMulti-Object Tracking and Segmentation | CodeCode Available | 2 |
| D2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos | Nov 15, 2021 | Multi-Object Tracking and SegmentationSegmentation | CodeCode Available | 1 |
| PolyTrack: Tracking with Bounding Polygons | Nov 2, 2021 | Multi-Object TrackingMulti-Object Tracking and Segmentation | CodeCode Available | 1 |
| Multi-Object Tracking and Segmentation with a Space-Time Memory Network | Oct 21, 2021 | Instance SegmentationMulti-Object Tracking | —Unverified | 0 |
| DG-Labeler and DGL-MOTS Dataset: Boost the Autonomous Driving Perception | Oct 15, 2021 | Autonomous DrivingDiversity | —Unverified | 0 |
| MeNToS: Tracklets Association with a Space-Time Memory Network | Jul 15, 2021 | Instance SegmentationMulti-Object Tracking | —Unverified | 0 |
| Do Different Tracking Tasks Require Different Appearance Models? | Jul 5, 2021 | Multi-Object TrackingMulti-Object Tracking and Segmentation | CodeCode Available | 1 |
| Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation | Jun 22, 2021 | Multi-Object Tracking and SegmentationMultiple Object Track and Segmentation | CodeCode Available | 1 |
| EagerMOT: 3D Multi-Object Tracking via Sensor Fusion | Apr 29, 2021 | 3D Multi-Object TrackingMotion Planning | CodeCode Available | 1 |
| MOTS R-CNN: Cosine-margin-triplet loss for multi-object tracking | Feb 6, 2021 | Metric LearningMulti-Object Tracking | —Unverified | 0 |
| Weakly Supervised Multi-Object Tracking and Segmentation | Jan 3, 2021 | Instance SegmentationMulti-Object Tracking | —Unverified | 0 |
| Assignment-Space-Based Multi-Object Tracking and Segmentation | Jan 1, 2021 | Multi-Object TrackingMulti-Object Tracking and Segmentation | CodeCode Available | 1 |
| Continuous Copy-Paste for One-Stage Multi-Object Tracking and Segmentation | Jan 1, 2021 | Data AugmentationInstance Segmentation | CodeCode Available | 1 |
| Online Multi-Object Tracking and Segmentation with GMPHD Filter and Mask-based Affinity Fusion | Aug 31, 2020 | CPUInstance Segmentation | CodeCode Available | 1 |
| ReMOTS: Self-Supervised Refining Multi-Object Tracking and Segmentation | Jul 7, 2020 | Multi-Object TrackingMulti-Object Tracking and Segmentation | —Unverified | 0 |
| PointTrack++ for Effective Online Multi-Object Tracking and Segmentation | Jul 3, 2020 | Data AugmentationDecoder | CodeCode Available | 1 |
| Segment as Points for Efficient Online Multi-Object Tracking and Segmentation | Jul 3, 2020 | Multi-Object TrackingMulti-Object Tracking and Segmentation | CodeCode Available | 1 |
| Learning Multi-Object Tracking and Segmentation from Automatic Annotations | Dec 4, 2019 | Instance SegmentationMulti-Object Tracking | —Unverified | 0 |
| MOTS: Multi-Object Tracking and Segmentation | Feb 10, 2019 | Multi-Object TrackingMulti-Object Tracking and Segmentation | —Unverified | 0 |
| BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning | May 12, 2018 | Autonomous DrivingDiversity | CodeCode Available | 1 |
