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FamNet
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Learning To Count Everything
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22.08
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2021-04-16
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|
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Omnicount (Open vocabulary, multi-label, without training)
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OmniCount: Multi-label Object Counting with Seman…
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18.63
|
2024-03-08
|
|
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RCC
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Learning to Count Anything: Reference-less Class-…
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17.12
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2022-05-20
|
|
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Counting-DETR
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Few-shot Object Counting and Detection
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16.79
|
2022-07-22
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|
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CounTX (uses text descriptions instead of visual exemplars)
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Open-world Text-specified Object Counting
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15.88
|
2023-06-02
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|
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LaoNet
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Object Counting: You Only Need to Look at One
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15.78
|
2021-12-11
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|
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BMNet+
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Represent, Compare, and Learn: A Similarity-Aware…
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14.62
|
2022-03-16
|
|
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SAFECount
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Few-shot Object Counting with Similarity-Aware Fe…
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14.32
|
2022-01-22
|
|
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GCA-SUN
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GCA-SUNet: A Gated Context-Aware Swin-UNet for Ex…
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14.00
|
2024-09-18
|
|
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SemAug-SAFECount
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Semantic Generative Augmentations for Few-Shot Co…
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12.74
|
2023-10-26
|
|
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CounTR
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CounTR: Transformer-based Generalised Visual Coun…
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11.95
|
2022-08-29
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|
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SemAug-CounTR
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Semantic Generative Augmentations for Few-Shot Co…
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11.32
|
2023-10-26
|
|
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LOCA
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A Low-Shot Object Counting Network With Iterative…
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10.79
|
2022-11-15
|
|
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SSD
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Learning Spatial Similarity Distribution for Few-…
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9.58
|
2024-05-20
|
|
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CACViT
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Vision Transformer Off-the-Shelf: A Surprising Ba…
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9.13
|
2023-05-08
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|
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DAVE
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DAVE -- A Detect-and-Verify Paradigm for Low-Shot…
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8.66
|
2024-04-25
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|
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GeCo
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A Novel Unified Architecture for Low-Shot Countin…
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7.91
|
2024-09-27
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|
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CountGD
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CountGD: Multi-Modal Open-World Counting
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5.74
|
2024-07-05
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