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08/31/2023
TouchStone: Evaluating Vision-Language Models by Language Models
Large vision-language models (LVLMs) have recently witnessed rapid advan...
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08/24/2023
Qwen-VL: A Frontier Large Vision-Language Model with Versatile Abilities
We introduce the Qwen-VL series, a set of large-scale vision-language mo...
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05/24/2023
ViTMatte: Boosting Image Matting with Pretrained Plain Vision Transformers
Recently, plain vision Transformers (ViTs) have shown impressive perform...
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03/30/2023
MobileInst: Video Instance Segmentation on the Mobile
Although recent approaches aiming for video instance segmentation have a...
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01/17/2023
Masked Visual Reconstruction in Language Semantic Space
Both masked image modeling (MIM) and natural language supervision have f...
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05/19/2022
Masked Image Modeling with Denoising Contrast
Since the development of self-supervised visual representation learning ...
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04/18/2022
Temporally Efficient Vision Transformer for Video Instance Segmentation
Recently vision transformer has achieved tremendous success on image-lev...
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04/06/2022
Unleashing Vanilla Vision Transformer with Masked Image Modeling for Object Detection
We present an approach to efficiently and effectively adapt a masked ima...
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02/26/2022
Relational Surrogate Loss Learning
Evaluation metrics in machine learning are often hardly taken as loss fu...
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06/22/2021
Tracking Instances as Queries
Recently, query based deep networks catch lots of attention owing to the...
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05/05/2021
QueryInst: Parallelly Supervised Mask Query for Instance Segmentation
Recently, query based object detection frameworks achieve comparable per...
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04/13/2021