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Janus deepseek-ai

2.2k

17.1k

mit

150

Janus-Series: Unified Multimodal Understanding and Generation Models

llm any-to-any multimodal unified-model foundation-models vision-language-pretraining

Created 2024-10-18

21 commits to main branch, last one 2 months ago

UNINEXT MasterBin-IIAU

122

1.3k

mit

70

[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 about a year ago

unimatch autonomousvision

124

1.2k

mit

18

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

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

Created 2022-11-04

40 commits to master branch, last one 3 months ago

UniTS mims-harvard

77

519

mit

17

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

6 commits to main branch, last one 6 months ago

VARGPT VARGPT-family

14

293

apache-2.0

6

VARGPT: Unified Understanding and Generation in a Visual Autoregressive Multimodal Large Language Model

mllm unified-model

Created 2025-01-21

14 commits to main branch, last one 6 days ago

UniRef FoundationVision

15

238

mit

11

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

unified-model object-segmentation

Created 2023-12-22

27 commits to main branch, last one about a month ago

TSLANet emadeldeen24

25

176

mit

2

[ICML 2024] A novel, efficient lightweight 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

25 commits to main branch, last one 7 months ago

VARGPT-v1.1 VARGPT-family

9

160

apache-2.0

7

VARGPT-v1.1: Improve Visual Autoregressive Large Unified Model via Iterative Instruction Tuning and Reinforcement Learning

mllm unified-model

Created 2025-04-01

26 commits to main branch, last one 5 days ago