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158

1.5k

mit

98

[CVPR'23] Universal Instance Perception as Object Discovery and Retrieval

perception unified-model object-tracking object-detection instance-segmentation single-object-tracking multiple-object-tracking video-object-segmentation video-instance-segmentation referring-expression-segmentation multi-object-tracking-segmentation referring-expression-comprehension referring-video-object-segmentation

Created 2023-03-12

29 commits to master branch, last one 10 months ago

unimatch autonomousvision

93

915

mit

16

[TPAMI'23] Unifying Flow, Stereo and Depth Estimation

depth stereo matching transformer optical-flow unified-model correspondence cross-attention

Created 2022-11-04

38 commits to master branch, last one about a month ago

UniTS mims-harvard

40

338

mit

14

A unified multi-task time series model.

ecg eeg few-shot zero-shot imputation multi-task forecasting time-series prompt-tuning unified-model classification anomaly-detection foundation-models

Created 2024-02-16

5 commits to main branch, last one 2 months ago

UniRef FoundationVision

12

229

mit

11

[ICCV2023] Segment Every Reference Object in Spatial and Temporal Spaces

unified-model object-segmentation

Created 2023-12-22

25 commits to main branch, last one 4 months ago

TSLANet emadeldeen24

6

42

mit

5

[ICML 2024] A novel, efficient approach combining convolutional operations with adaptive spectral analysis as a foundation model for different time series tasks

cnn masking forecasting time-series transformer unified-model classification anomaly-detection foundation-models frequency-analysis representation-learning convolutional-neural-networks

Created 2024-04-12

21 commits to main branch, last one 11 days ago