-
Notifications
You must be signed in to change notification settings - Fork 14
/
Copy pathCITATION.cff
117 lines (117 loc) · 3.6 KB
/
CITATION.cff
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
---
abstract: "Images of the natural world are an abundant source of biological
information. There are many computational methods and tools, particularly
computer vision, for extracting information from images. However, existing
methods consist of bespoke models, not adaptable or extendable from their
targeted task to new questions, contexts, and datasets. We thus develop the
first large-scale multimodal model, BioCLIP, for general biology questions on
images. We leverage the unique properties of biology (abundance and variety of
images and availability of rich structured biological knowledge) as the the
application domain for computer vision."
authors:
- family-names: Stevens
given-names: Samuel
- family-names: Wu
given-names: Jiaman
- family-names: Thompson
given-names: "Matthew J."
- family-names: Campolongo
given-names: "Elizabeth G."
- family-names: Song
given-names: "Chan Hee"
- family-names: Carlyn
given-names: "David Edward"
cff-version: 1.2.0
date-released: "2024-09-19"
identifiers:
- doi: "10.5281/zenodo.10895870"
- description: "The GitHub release URL of tag v1.0.2."
type: url
value: "https://github.com/Imageomics/bioclip/releases/tag/v1.0.2"
- description: "The GitHub URL of the commit tagged with v1.0.2."
type: url
value: "https://github.com/Imageomics/bioclip/tree/b750fa8758d16e78ccc3de7ab86c1523d5de6148"
keywords:
- clip
- biology
- CV
- imageomics
- animals
- species
- images
- taxonomy
- "rare species"
- "endangered species"
- "evolutionary biology"
- multimodal
- "knowledge-guided"
license: MIT
message: "If you use this software, please cite both the article from preferred-citation and the software itself."
repository-code: "https://github.com/Imageomics/bioclip"
title: BioCLIP
version: 1.0.2
type: software
preferred-citation:
type: conference-paper
authors:
- family-names: Stevens
given-names: Samuel
- family-names: Wu
given-names: Jiaman
- family-names: Thompson
given-names: "Matthew J."
- family-names: Campolongo
given-names: "Elizabeth G."
- family-names: Song
given-names: "Chan Hee"
- family-names: Carlyn
given-names: "David Edward"
- family-names: Dong
given-names: Li
- family-names: Dahdul
given-names: "Wasila M"
- family-names: Stewart
given-names: Charles
- family-names: "Berger-Wolf"
given-names: Tanya
- family-names: Chao
given-names: "Wei-Lun"
- family-names: Su
given-names: Yu
title: "BioCLIP: A Vision Foundation Model for the Tree of Life"
year: 2024
pages: "19412-19424"
collection-title: "Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)"
references:
- authors:
- family-names: Ilharco
given-names: Gabriel
- family-names: Wortsman
given-names: Mitchell
- family-names: Wightman
given-names: Ross
- family-names: Gordon
given-names: Cade
- family-names: Carlini
given-names: Nicholas
- family-names: Taori
given-names: Rohan
- family-names: Dave
given-names: Achal
- family-names: Shankar
given-names: Vaishaal
- family-names: Namkoong
given-names: Hongseok
- family-names: Miller
given-names: John
- family-names: Hajishirzi
given-names: Hannaneh
- family-names: Farhadi
given-names: Ali
- family-names: Schmidt
given-names: Ludwig
title: OpenCLIP
version: v0.1
type: software
doi: "10.5281/zenodo.5143773"
date-released: "2021-07-28"