Changes
On December 16, 2024 at 8:37:15 PM UTC,
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Changed value of field
doi_date_published
to2024-12-16
in Balanced Representation Learning for Long-tailed Skeleton-based Action Recognition -
Changed value of field
doi_status
toTrue
in Balanced Representation Learning for Long-tailed Skeleton-based Action Recognition -
Added resource Original Metadata to Balanced Representation Learning for Long-tailed Skeleton-based Action Recognition
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3 | "author": "Hongda Liu", | 3 | "author": "Hongda Liu", | ||
4 | "author_email": "", | 4 | "author_email": "", | ||
5 | "citation": [], | 5 | "citation": [], | ||
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8 | "doi": "10.57702/eibgp0mr", | 8 | "doi": "10.57702/eibgp0mr", | ||
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13 | "extra_authors": [ | 13 | "extra_authors": [ | ||
14 | { | 14 | { | ||
15 | "extra_author": "Yunlong Wang", | 15 | "extra_author": "Yunlong Wang", | ||
16 | "orcid": "" | 16 | "orcid": "" | ||
17 | }, | 17 | }, | ||
18 | { | 18 | { | ||
19 | "extra_author": "Min Ren", | 19 | "extra_author": "Min Ren", | ||
20 | "orcid": "" | 20 | "orcid": "" | ||
21 | }, | 21 | }, | ||
22 | { | 22 | { | ||
23 | "extra_author": "Junxing Hu", | 23 | "extra_author": "Junxing Hu", | ||
24 | "orcid": "" | 24 | "orcid": "" | ||
25 | }, | 25 | }, | ||
26 | { | 26 | { | ||
27 | "extra_author": "Zhengquan Luo", | 27 | "extra_author": "Zhengquan Luo", | ||
28 | "orcid": "" | 28 | "orcid": "" | ||
29 | }, | 29 | }, | ||
30 | { | 30 | { | ||
31 | "extra_author": "Guangqi Hou", | 31 | "extra_author": "Guangqi Hou", | ||
32 | "orcid": "" | 32 | "orcid": "" | ||
33 | }, | 33 | }, | ||
34 | { | 34 | { | ||
35 | "extra_author": "Zhenan Sun", | 35 | "extra_author": "Zhenan Sun", | ||
36 | "orcid": "" | 36 | "orcid": "" | ||
37 | } | 37 | } | ||
38 | ], | 38 | ], | ||
39 | "groups": [ | 39 | "groups": [ | ||
40 | { | 40 | { | ||
41 | "description": "", | 41 | "description": "", | ||
42 | "display_name": "Action Recognition", | 42 | "display_name": "Action Recognition", | ||
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44 | "image_display_url": "", | 44 | "image_display_url": "", | ||
45 | "name": "action-recognition", | 45 | "name": "action-recognition", | ||
46 | "title": "Action Recognition" | 46 | "title": "Action Recognition" | ||
47 | }, | 47 | }, | ||
48 | { | 48 | { | ||
49 | "description": "", | 49 | "description": "", | ||
50 | "display_name": "Long-tailed Action Recognition", | 50 | "display_name": "Long-tailed Action Recognition", | ||
51 | "id": "b04377e3-f90a-407b-802f-bc7a83142bf7", | 51 | "id": "b04377e3-f90a-407b-802f-bc7a83142bf7", | ||
52 | "image_display_url": "", | 52 | "image_display_url": "", | ||
53 | "name": "long-tailed-action-recognition", | 53 | "name": "long-tailed-action-recognition", | ||
54 | "title": "Long-tailed Action Recognition" | 54 | "title": "Long-tailed Action Recognition" | ||
55 | }, | 55 | }, | ||
56 | { | 56 | { | ||
57 | "description": "", | 57 | "description": "", | ||
58 | "display_name": "Skeleton-based Action Recognition", | 58 | "display_name": "Skeleton-based Action Recognition", | ||
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60 | "image_display_url": "", | 60 | "image_display_url": "", | ||
61 | "name": "skeleton-based-action-recognition", | 61 | "name": "skeleton-based-action-recognition", | ||
62 | "title": "Skeleton-based Action Recognition" | 62 | "title": "Skeleton-based Action Recognition" | ||
63 | } | 63 | } | ||
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66 | "isopen": false, | 66 | "isopen": false, | ||
67 | "landing_page": "https://github.com/firework8/BRL", | 67 | "landing_page": "https://github.com/firework8/BRL", | ||
68 | "license_title": null, | 68 | "license_title": null, | ||
69 | "link_orkg": "", | 69 | "link_orkg": "", | ||
70 | "metadata_created": "2024-12-16T20:37:13.716715", | 70 | "metadata_created": "2024-12-16T20:37:13.716715", | ||
n | 71 | "metadata_modified": "2024-12-16T20:37:13.716720", | n | 71 | "metadata_modified": "2024-12-16T20:37:14.089661", |
72 | "name": | 72 | "name": | ||
73 | sentation-learning-for-long-tailed-skeleton-based-action-recognition", | 73 | sentation-learning-for-long-tailed-skeleton-based-action-recognition", | ||
74 | "notes": "Skeleton-based action recognition has recently made | 74 | "notes": "Skeleton-based action recognition has recently made | ||
75 | significant progress. However, data imbalance is still a great | 75 | significant progress. However, data imbalance is still a great | ||
76 | challenge in real-world scenarios. The performance of current action | 76 | challenge in real-world scenarios. The performance of current action | ||
77 | recognition algorithms declines sharply when training data suffers | 77 | recognition algorithms declines sharply when training data suffers | ||
78 | from heavy class imbalance. The imbalanced data actually degrades the | 78 | from heavy class imbalance. The imbalanced data actually degrades the | ||
79 | representations learned by these methods and becomes the bottleneck | 79 | representations learned by these methods and becomes the bottleneck | ||
80 | for action recognition. How to learn unbiased representations from | 80 | for action recognition. How to learn unbiased representations from | ||
81 | imbalanced action data is the key to long-tailed action recognition.", | 81 | imbalanced action data is the key to long-tailed action recognition.", | ||
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83 | "num_tags": 3, | 83 | "num_tags": 3, | ||
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126 | "title": "Balanced Representation Learning for Long-tailed | 167 | "title": "Balanced Representation Learning for Long-tailed | ||
127 | Skeleton-based Action Recognition", | 168 | Skeleton-based Action Recognition", | ||
128 | "type": "dataset", | 169 | "type": "dataset", | ||
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130 | } | 171 | } |