Leonie Bossemeyer
@bossemel.bsky.social
PhD student at The University of Edinburgh
Pinned
Leonie Bossemeyer
@bossemel.bsky.social
· Nov 12
CleverBirds: A Multiple-Choice Benchmark for Fine-grained Human Knowledge Tracing
Mastering fine-grained visual recognition, essential in many expert domains, can require that specialists undergo years of dedicated training. Modeling the progression of such expertize in humans rema...
arxiv.org
From medicine to geo-guessing, humans can get incredibly good at solving visual recognition tasks.
But how is this skill learned, and can we model its progression?
We present CleverBirds, accepted #NeurIPS2025, a large-scale benchmark for visual knowledge tracing.
📄 arxiv.org/abs/2511.08512
1/5
But how is this skill learned, and can we model its progression?
We present CleverBirds, accepted #NeurIPS2025, a large-scale benchmark for visual knowledge tracing.
📄 arxiv.org/abs/2511.08512
1/5
Reposted by Leonie Bossemeyer
FGVC's not dead!
The 13th Workshop on Fine-Grained Visual Categorization has been accepted to CVPR 2026, in Denver, Colorado!
CALL FOR PAPERS: sites.google.com/view/fgvc13/
From Ecology to Medical Imagining, join us as we tackle the long tail and the limits of visual discrimination! #CVPR2026 #AI
The 13th Workshop on Fine-Grained Visual Categorization has been accepted to CVPR 2026, in Denver, Colorado!
CALL FOR PAPERS: sites.google.com/view/fgvc13/
From Ecology to Medical Imagining, join us as we tackle the long tail and the limits of visual discrimination! #CVPR2026 #AI
January 13, 2026 at 6:10 PM
FGVC's not dead!
The 13th Workshop on Fine-Grained Visual Categorization has been accepted to CVPR 2026, in Denver, Colorado!
CALL FOR PAPERS: sites.google.com/view/fgvc13/
From Ecology to Medical Imagining, join us as we tackle the long tail and the limits of visual discrimination! #CVPR2026 #AI
The 13th Workshop on Fine-Grained Visual Categorization has been accepted to CVPR 2026, in Denver, Colorado!
CALL FOR PAPERS: sites.google.com/view/fgvc13/
From Ecology to Medical Imagining, join us as we tackle the long tail and the limits of visual discrimination! #CVPR2026 #AI
Reposted by Leonie Bossemeyer
We have two open PhD positions at the interface of AI and ecology. Start dates are Sept 2026.
We are looking for candidates with a background in AI/CS, Math, Stats, or Physics that are passionate about solving challenging problems in these domains.
Application deadline is in two weeks.
We are looking for candidates with a background in AI/CS, Math, Stats, or Physics that are passionate about solving challenging problems in these domains.
Application deadline is in two weeks.
January 5, 2026 at 2:15 PM
We have two open PhD positions at the interface of AI and ecology. Start dates are Sept 2026.
We are looking for candidates with a background in AI/CS, Math, Stats, or Physics that are passionate about solving challenging problems in these domains.
Application deadline is in two weeks.
We are looking for candidates with a background in AI/CS, Math, Stats, or Physics that are passionate about solving challenging problems in these domains.
Application deadline is in two weeks.
I will be presenting this work from 11AM-2PM at #NeurIPS2025 in San Diego today! Come by poster #2012 to learn more :)
From medicine to geo-guessing, humans can get incredibly good at solving visual recognition tasks.
But how is this skill learned, and can we model its progression?
We present CleverBirds, accepted #NeurIPS2025, a large-scale benchmark for visual knowledge tracing.
📄 arxiv.org/abs/2511.08512
1/5
But how is this skill learned, and can we model its progression?
We present CleverBirds, accepted #NeurIPS2025, a large-scale benchmark for visual knowledge tracing.
📄 arxiv.org/abs/2511.08512
1/5
CleverBirds: A Multiple-Choice Benchmark for Fine-grained Human Knowledge Tracing
Mastering fine-grained visual recognition, essential in many expert domains, can require that specialists undergo years of dedicated training. Modeling the progression of such expertize in humans rema...
arxiv.org
December 4, 2025 at 5:15 PM
I will be presenting this work from 11AM-2PM at #NeurIPS2025 in San Diego today! Come by poster #2012 to learn more :)
Heading to San Diego now for NeurIPS! Send me a message if you want to meet and chat about CV & human learning, or meet me at the poster session Thursday morning where I'll present CleverBirds:
arxiv.org/abs/2511.08512
arxiv.org/abs/2511.08512
CleverBirds: A Multiple-Choice Benchmark for Fine-grained Human Knowledge Tracing
Mastering fine-grained visual recognition, essential in many expert domains, can require that specialists undergo years of dedicated training. Modeling the progression of such expertize in humans rema...
arxiv.org
December 1, 2025 at 10:45 AM
Heading to San Diego now for NeurIPS! Send me a message if you want to meet and chat about CV & human learning, or meet me at the poster session Thursday morning where I'll present CleverBirds:
arxiv.org/abs/2511.08512
arxiv.org/abs/2511.08512
Reposted by Leonie Bossemeyer
Excited to share our paper Representational Difference Explanations (RDX) was accepted to #NeurIPS2025! 🎉RDX is a new method for model diffing designed to isolate 🔍 representational differences. 1/7
November 19, 2025 at 4:50 PM
Excited to share our paper Representational Difference Explanations (RDX) was accepted to #NeurIPS2025! 🎉RDX is a new method for model diffing designed to isolate 🔍 representational differences. 1/7
From medicine to geo-guessing, humans can get incredibly good at solving visual recognition tasks.
But how is this skill learned, and can we model its progression?
We present CleverBirds, accepted #NeurIPS2025, a large-scale benchmark for visual knowledge tracing.
📄 arxiv.org/abs/2511.08512
1/5
But how is this skill learned, and can we model its progression?
We present CleverBirds, accepted #NeurIPS2025, a large-scale benchmark for visual knowledge tracing.
📄 arxiv.org/abs/2511.08512
1/5
CleverBirds: A Multiple-Choice Benchmark for Fine-grained Human Knowledge Tracing
Mastering fine-grained visual recognition, essential in many expert domains, can require that specialists undergo years of dedicated training. Modeling the progression of such expertize in humans rema...
arxiv.org
November 12, 2025 at 3:29 PM
From medicine to geo-guessing, humans can get incredibly good at solving visual recognition tasks.
But how is this skill learned, and can we model its progression?
We present CleverBirds, accepted #NeurIPS2025, a large-scale benchmark for visual knowledge tracing.
📄 arxiv.org/abs/2511.08512
1/5
But how is this skill learned, and can we model its progression?
We present CleverBirds, accepted #NeurIPS2025, a large-scale benchmark for visual knowledge tracing.
📄 arxiv.org/abs/2511.08512
1/5
Reposted by Leonie Bossemeyer
Prof. @tokehoye.bsky.social (Aarhus University) and I have an open PhD position (jointly advised) on biodiversity monitoring with camera trap networks. Deadline: 15-Jan-2026
Please help us share this post among students you know with an interest in Machine Learning and Biodiversity! 🤖🪲🌱
Please help us share this post among students you know with an interest in Machine Learning and Biodiversity! 🤖🪲🌱
November 11, 2025 at 1:12 PM
Prof. @tokehoye.bsky.social (Aarhus University) and I have an open PhD position (jointly advised) on biodiversity monitoring with camera trap networks. Deadline: 15-Jan-2026
Please help us share this post among students you know with an interest in Machine Learning and Biodiversity! 🤖🪲🌱
Please help us share this post among students you know with an interest in Machine Learning and Biodiversity! 🤖🪲🌱
Reposted by Leonie Bossemeyer
Excited to share my first work as a PhD student at EdinburghNLP that I will be presenting at EMNLP!
RQ1: Can we achieve scalable oversight across modalities via debate?
Yes! We show that debating VLMs lead to better model quality of answers for reasoning tasks.
RQ1: Can we achieve scalable oversight across modalities via debate?
Yes! We show that debating VLMs lead to better model quality of answers for reasoning tasks.
November 1, 2025 at 7:30 PM
Excited to share my first work as a PhD student at EdinburghNLP that I will be presenting at EMNLP!
RQ1: Can we achieve scalable oversight across modalities via debate?
Yes! We show that debating VLMs lead to better model quality of answers for reasoning tasks.
RQ1: Can we achieve scalable oversight across modalities via debate?
Yes! We show that debating VLMs lead to better model quality of answers for reasoning tasks.
Reposted by Leonie Bossemeyer
There are now millions of publicly-available AI models – which one is right for you?
We introduce CODA ( #ICCV2025 Highlight! ), a method for *active model selection.* CODA selects the best model for your data with any labeling budget – often as few as 25 labeled examples. 1/
@iccv.bsky.social
We introduce CODA ( #ICCV2025 Highlight! ), a method for *active model selection.* CODA selects the best model for your data with any labeling budget – often as few as 25 labeled examples. 1/
@iccv.bsky.social
October 13, 2025 at 6:00 PM
There are now millions of publicly-available AI models – which one is right for you?
We introduce CODA ( #ICCV2025 Highlight! ), a method for *active model selection.* CODA selects the best model for your data with any labeling budget – often as few as 25 labeled examples. 1/
@iccv.bsky.social
We introduce CODA ( #ICCV2025 Highlight! ), a method for *active model selection.* CODA selects the best model for your data with any labeling budget – often as few as 25 labeled examples. 1/
@iccv.bsky.social
Reposted by Leonie Bossemeyer
Interested in doing a PhD in machine learning at the University of Edinburgh starting Sept 2026?
My group works on topics in vision, machine learning, and AI for climate.
For more information and details on how to get in touch, please check out my website:
homepages.inf.ed.ac.uk/omacaod
My group works on topics in vision, machine learning, and AI for climate.
For more information and details on how to get in touch, please check out my website:
homepages.inf.ed.ac.uk/omacaod
October 16, 2025 at 9:15 AM
Interested in doing a PhD in machine learning at the University of Edinburgh starting Sept 2026?
My group works on topics in vision, machine learning, and AI for climate.
For more information and details on how to get in touch, please check out my website:
homepages.inf.ed.ac.uk/omacaod
My group works on topics in vision, machine learning, and AI for climate.
For more information and details on how to get in touch, please check out my website:
homepages.inf.ed.ac.uk/omacaod
Reposted by Leonie Bossemeyer
Congratulations to everyone who got their @neuripsconf.bsky.social papers accepted 🎉🎉🎉
At #EurIPS we are looking forward to welcoming presentations of all accepted NeurIPS papers, including a new “Salon des Refusés” track for papers which were rejected due to space constraints!
At #EurIPS we are looking forward to welcoming presentations of all accepted NeurIPS papers, including a new “Salon des Refusés” track for papers which were rejected due to space constraints!
September 19, 2025 at 9:13 AM
Congratulations to everyone who got their @neuripsconf.bsky.social papers accepted 🎉🎉🎉
At #EurIPS we are looking forward to welcoming presentations of all accepted NeurIPS papers, including a new “Salon des Refusés” track for papers which were rejected due to space constraints!
At #EurIPS we are looking forward to welcoming presentations of all accepted NeurIPS papers, including a new “Salon des Refusés” track for papers which were rejected due to space constraints!
Reposted by Leonie Bossemeyer
Reminder that the deadlines for submitting papers to the FGVC workshop at #CVPR2025 are coming up soon.
The scope of the workshop is quite broad, e.g. fine-grained learning, multi-modal, human in the loop, etc.
More info here:
sites.google.com/view/fgvc12/...
@cvprconference.bsky.social
The scope of the workshop is quite broad, e.g. fine-grained learning, multi-modal, human in the loop, etc.
More info here:
sites.google.com/view/fgvc12/...
@cvprconference.bsky.social
FGVC12 Workshop accepted to CVPR 2025, Nashville!
CALL FOR PAPERS: sites.google.com/view/fgvc12/...
We discuss domains where expert knowledge is typically required and investigate artificial systems that can efficiently distinguish a large number of very similar visual concepts.
#CVPR #CVPR2025 #AI
CALL FOR PAPERS: sites.google.com/view/fgvc12/...
We discuss domains where expert knowledge is typically required and investigate artificial systems that can efficiently distinguish a large number of very similar visual concepts.
#CVPR #CVPR2025 #AI
March 1, 2025 at 9:48 AM
Reminder that the deadlines for submitting papers to the FGVC workshop at #CVPR2025 are coming up soon.
The scope of the workshop is quite broad, e.g. fine-grained learning, multi-modal, human in the loop, etc.
More info here:
sites.google.com/view/fgvc12/...
@cvprconference.bsky.social
The scope of the workshop is quite broad, e.g. fine-grained learning, multi-modal, human in the loop, etc.
More info here:
sites.google.com/view/fgvc12/...
@cvprconference.bsky.social
Reposted by Leonie Bossemeyer
New working paper with @tobiasbergmann.bsky.social on the deficit-investment trade-off of deficit rules. Comments and feedback are more than welcome! 📩
@tobiasbergmann.bsky.social and @nikolajmoretti.bsky.social study deficit rules in a two-period principal-agent model where a present-biased government chooses public investment. 1/4
January 24, 2025 at 3:54 PM
New working paper with @tobiasbergmann.bsky.social on the deficit-investment trade-off of deficit rules. Comments and feedback are more than welcome! 📩
Reposted by Leonie Bossemeyer
❓How can we predict where a species may be found when observations are limited?
✨Introducing Le-SINR: A text to range map model that can enable scientists to produce more accurate range maps with fewer observations.
Thread 🧵
✨Introducing Le-SINR: A text to range map model that can enable scientists to produce more accurate range maps with fewer observations.
Thread 🧵
December 9, 2024 at 3:11 PM
❓How can we predict where a species may be found when observations are limited?
✨Introducing Le-SINR: A text to range map model that can enable scientists to produce more accurate range maps with fewer observations.
Thread 🧵
✨Introducing Le-SINR: A text to range map model that can enable scientists to produce more accurate range maps with fewer observations.
Thread 🧵
Reposted by Leonie Bossemeyer
🎯 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👇🧵
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👇🧵
December 6, 2024 at 8:28 PM
🎯 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👇🧵
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👇🧵