Nico Lang (@nicolangnl) 's Twitter Profile
Nico Lang

@nicolangnl

Postdoc @AiCentreDK & @DIKU_Institut | #ComputerVision #MachineLearning #RemoteSensing for environmental science. | PhD from @eth_en | nicolang.bsky.social

ID: 827986081354235904

linkhttps://langnico.github.io/ calendar_today04-02-2017 21:03:59

451 Tweet

1,1K Followers

1,1K Following

Oisin Mac Aodha (@oisinmacaodha) 's Twitter Profile Photo

In Generalized Category Discovery (GCD), the goal is to train models that can discover new categories using knowledge learned from a labelled dataset.

In Generalized Category Discovery (GCD), the goal is to train models that can discover new categories using knowledge learned from a labelled dataset.
Oisin Mac Aodha (@oisinmacaodha) 's Twitter Profile Photo

Some questions that arise from this include: (i) What is the impact of choosing different labelled datasets to train my model? (ii) How can I choose the best labelled set for my problem?

Oisin Mac Aodha (@oisinmacaodha) 's Twitter Profile Photo

We discovered an interesting observation that the best labelled data to use should not be too similar, nor too dissimilar, to the unlabelled data. Taking this into account results in large improvements across a range of GCD methods.

We discovered an interesting observation that the best labelled data to use should not be too similar, nor too dissimilar, to the unlabelled data. Taking this into account results in large improvements across a range of GCD methods.
Oisin Mac Aodha (@oisinmacaodha) 's Twitter Profile Photo

Come visit our poster (number 23) this afternoon at #ECCV2024 to learn more. You can also find the paper online here: Labeled Data Selection for Category Discovery arxiv.org/abs/2406.04898

Eddie Vendrow (@edwardvendrow) 's Twitter Profile Photo

🎯 How can we empower scientific discovery in millions of nature photos? Introducing INQUIRE: A benchmark testing if AI vision-language models can help scientists find biodiversity patterns- from disease symptoms to rare behaviors- hidden in vast image collections. Thread👇🧵

🎯 How can we empower scientific discovery in millions of nature photos?

Introducing INQUIRE: A benchmark testing if AI vision-language models can help scientists find biodiversity patterns- from disease symptoms to rare behaviors- hidden in vast image collections.

Thread👇🧵
Nico Lang (@nicolangnl) 's Twitter Profile Photo

FGVC12 Workshop is coming to #CVPR2025 in Nashville! Are you working on fine-grained visual problems? This year we have two peer-reviewed paper tracks: i) 8-page CVPR Workshop proceedings ii) 4-page non-archival extended abstracts CALL FOR PAPERS: sites.google.com/view/fgvc12/su… #CVPR2025

FGVC Workshop (@fgvcworkshop) 's Twitter Profile Photo

Submission deadline is extended to **March 07**. The CMT page is now online and we are looking forward to your submissions on AI systems for expert-tasks and fine-grained analysis. More info at: sites.google.com/view/fgvc12/su… #CVPR2025 #CVPR #CVPR2025 #AI

FGVC Workshop (@fgvcworkshop) 's Twitter Profile Photo

We extended the deadline for Non-archival submissions to *April 02*. More infos on the call for papers and the link to the CMT portal can be found here: sites.google.com/view/fgvc12/su… #CVPR2025 #CVPR #CVPR2025 #AI

FGVC Workshop (@fgvcworkshop) 's Twitter Profile Photo

Looking for a challenge? Along with FGVC12 at #CVPR2025, multiple fine-grained computer vision competitions have been launched. These well-curated datasets allow you to leverage your AI skills to boost applications with impact! Let's go: sites.google.com/view/fgvc12/co… #CVPR2025 Kaggle

Looking for a challenge? Along with FGVC12 at #CVPR2025,  multiple fine-grained computer vision competitions have been launched.  These well-curated datasets allow you to leverage your AI skills to  boost applications with impact!  Let's go: sites.google.com/view/fgvc12/co…
<a href="/CVPR/">#CVPR2025</a> <a href="/kaggle/">Kaggle</a>
Nico Lang (@nicolangnl) 's Twitter Profile Photo

There is approx. 2 months time to join these competitions co-hosted by FGVC Workshop at #CVPR2025. Our collaborators put together an interesting suite of problems in applications that have great potential for positive impact. You can start here: sites.google.com/view/fgvc12/co…

FGVC Workshop (@fgvcworkshop) 's Twitter Profile Photo

#CVPR2025 Kaggle FungiCLEF25: Few-shot classification with rare fungi species 👉 kaggle.com/competitions/f… #CVPR2025 Kaggle #FGVC #CVPR #CVPR2025 #LifeCLEF [1/2]

<a href="/CVPR/">#CVPR2025</a> <a href="/kaggle/">Kaggle</a> FungiCLEF25: Few-shot classification with rare fungi species 
👉 kaggle.com/competitions/f…
<a href="/CVPR/">#CVPR2025</a> <a href="/kaggle/">Kaggle</a> 
#FGVC #CVPR #CVPR2025 #LifeCLEF [1/2]
FGVC Workshop (@fgvcworkshop) 's Twitter Profile Photo

PlantCLEF25: Multi-species plant identification in vegetation quadrat images 👉 kaggle.com/competitions/p… @cvprconference Kaggle #FGVC #CVPR #CVPR2025 Lifeclef Lab [1/4]

PlantCLEF25: Multi-species plant identification in vegetation quadrat images
👉 kaggle.com/competitions/p…
@cvprconference <a href="/kaggle/">Kaggle</a>
#FGVC #CVPR #CVPR2025 <a href="/LifeCLEF/">Lifeclef Lab</a>
[1/4]
FGVC Workshop (@fgvcworkshop) 's Twitter Profile Photo

FathomNet25: Navigating the Depths: Advancing Hierarchical Classification of Ocean Life kaggle.com/competitions/f… FathomNet #CVPR2025 Kaggle #FGVC #CVPR #CVPR2025 [1/5]

FathomNet25: Navigating the Depths: Advancing Hierarchical Classification of Ocean Life
kaggle.com/competitions/f… 
<a href="/FathomNet/">FathomNet</a>
<a href="/CVPR/">#CVPR2025</a> <a href="/kaggle/">Kaggle</a>
#FGVC #CVPR #CVPR2025 
[1/5]
FGVC Workshop (@fgvcworkshop) 's Twitter Profile Photo

Foram2025: Classifying microfossil volumes – the first step to understanding past climates. 👉 kaggle.com/competitions/f… #CVPR2025 Kaggle #FGVC #CVPR #CVPR2025 QIM - Center for Quantification of Imaging Data [1/5]

Foram2025: Classifying microfossil volumes – the first step to understanding past climates.
👉 kaggle.com/competitions/f… 
<a href="/CVPR/">#CVPR2025</a> <a href="/kaggle/">Kaggle</a> 
#FGVC #CVPR #CVPR2025 <a href="/QIMCenter/">QIM - Center for Quantification of Imaging Data</a> 
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