December 23, 2025 at 8:29 PM
Happy holidays. Our ICLR 2026 workshop, I Can’t Believe It’s Not Better, is now open for submissions. If you’ve been thinking about where LLMs still fall short, details are on the website.
December 23, 2025 at 7:42 PM
Happy holidays. Our ICLR 2026 workshop, I Can’t Believe It’s Not Better, is now open for submissions. If you’ve been thinking about where LLMs still fall short, details are on the website.
Glad to share that our I Can’t Believe It’s Not Better workshop has been accepted at ICLR 2026. This year we focus on creating space to examine where large language models still fall short and why negative results and careful analysis matter. Call for papers coming soon.
ICLR Workshop 2026
Current LLMs still fall short in surprising ways.
Let’s face those gaps, learn from failures, and move the field forward together!
shorturl.at
December 15, 2025 at 8:35 PM
Glad to share that our I Can’t Believe It’s Not Better workshop has been accepted at ICLR 2026. This year we focus on creating space to examine where large language models still fall short and why negative results and careful analysis matter. Call for papers coming soon.
Join our workshop at ICLR 2025 next week!
ICLR 2025 starts next week!
Our workshop “I Can’t Believe It’s Not Better” is on April 28 (Singapore time) — join us to talk real-world challenges in applying foundation model and deep learning across fields.
Our workshop “I Can’t Believe It’s Not Better” is on April 28 (Singapore time) — join us to talk real-world challenges in applying foundation model and deep learning across fields.
April 18, 2025 at 5:32 PM
Join our workshop at ICLR 2025 next week!
The sky is indeed bluer here—no more bots.
February 19, 2025 at 10:27 PM
The sky is indeed bluer here—no more bots.
Hey everyone! I’m co-organizing the “I Can’t Believe It’s Not Better” #ICLR2025 @iclr-conf.bsky.social workshop, and we’re still accepting submissions on negative results in real life #DeepLearning application. Time is flying—Feb 3, 2025 is almost here! Get the details at shorturl.at/OpQns.
January 22, 2025 at 8:07 PM
Hey everyone! I’m co-organizing the “I Can’t Believe It’s Not Better” #ICLR2025 @iclr-conf.bsky.social workshop, and we’re still accepting submissions on negative results in real life #DeepLearning application. Time is flying—Feb 3, 2025 is almost here! Get the details at shorturl.at/OpQns.
Reposted by Yubin Xie
Please spread the word! Our “I Can’t Believe It’s Not Better” #ICLR2025 workshop @iclr-conf.bsky.social is now accepting submissions on unexpected results in applied #DeepLearning. Share your tough lessons and unexpected outcomes by Feb 3, 2025. More info: shorturl.at/tD1ju
ICLR Workshop 2025 - Call for Papers
We invite researchers and industry professionals to submit their papers on negative results, failed experiments, and unexpected challenges encountered in applying deep learning to real-world problems ...
shorturl.at
January 10, 2025 at 5:32 PM
Please spread the word! Our “I Can’t Believe It’s Not Better” #ICLR2025 workshop @iclr-conf.bsky.social is now accepting submissions on unexpected results in applied #DeepLearning. Share your tough lessons and unexpected outcomes by Feb 3, 2025. More info: shorturl.at/tD1ju
Thanks, Clarence—great question! Tissue expression reflects tumor type, health, and context. With enough diverse samples across different systems, I believe the future foundation models could generalize well, though tackling challenges like batch effects will take time and effort for sure.
December 19, 2024 at 1:43 AM
Thanks, Clarence—great question! Tissue expression reflects tumor type, health, and context. With enough diverse samples across different systems, I believe the future foundation models could generalize well, though tackling challenges like batch effects will take time and effort for sure.
This is work I’m deeply passionate about and incredibly proud of. I believe that understanding spatial biology is key to unlocking new biology and drug discovery.
December 18, 2024 at 5:16 PM
This is work I’m deeply passionate about and incredibly proud of. I believe that understanding spatial biology is key to unlocking new biology and drug discovery.
With Celleporter, we can simulate user-defined virtual cells in any location to uncover hidden spatial interactions within real patient tissues. Counterfactual simulations enable us to perturb environments—such as mimicking drug effects—and observe biological responses.
December 18, 2024 at 5:16 PM
With Celleporter, we can simulate user-defined virtual cells in any location to uncover hidden spatial interactions within real patient tissues. Counterfactual simulations enable us to perturb environments—such as mimicking drug effects—and observe biological responses.
OCTO-vc uses spatial transcriptomics data to create “virtual cells” in real tissue. Highlights:
• Multimodal transformer trained on nearly 40M cells from 1,000+ samples
• Predicts single-cell gene expression from spatial and patient context
• Multimodal transformer trained on nearly 40M cells from 1,000+ samples
• Predicts single-cell gene expression from spatial and patient context
December 18, 2024 at 5:16 PM
OCTO-vc uses spatial transcriptomics data to create “virtual cells” in real tissue. Highlights:
• Multimodal transformer trained on nearly 40M cells from 1,000+ samples
• Predicts single-cell gene expression from spatial and patient context
• Multimodal transformer trained on nearly 40M cells from 1,000+ samples
• Predicts single-cell gene expression from spatial and patient context
Biology is spatial —and so shall a foundation model be.🌍I’m excited to share OCTO-VirtualCell, our latest model and the Celleporter platform @Noetik —work I’m deeply proud of and believe is transformative for spatial biology.
report: noetik.ai/octo-vc
demo: celleporter.noetik.ai
report: noetik.ai/octo-vc
demo: celleporter.noetik.ai
OCTO-vc
Celleporter is a simulator of spatial biology that predicts gene expression patterns for virtual cells embedded in patient tissue samples.
noetik.ai
December 18, 2024 at 5:16 PM
Biology is spatial —and so shall a foundation model be.🌍I’m excited to share OCTO-VirtualCell, our latest model and the Celleporter platform @Noetik —work I’m deeply proud of and believe is transformative for spatial biology.
report: noetik.ai/octo-vc
demo: celleporter.noetik.ai
report: noetik.ai/octo-vc
demo: celleporter.noetik.ai
The call for papers is out for our “I Can’t Believe It’s Not Better” #ICLR2025 workshop @iclr-conf.bsky.social . Don’t miss this chance to highlight challenges in applying deep learning & foundation models in real life.
Attention ML researchers! We invite you to submit your work to the “I Can’t Believe It’s Not Better” workshop at #ICLR2025. Let’s shine a light on those unexpected outcomes, elusive improvements, and the tough lessons learned in applied #DeepLearning. Deadline is Feb 3, 2025. More details:
ICLR Workshop 2025 - Call for Papers
We invite researchers and industry professionals to submit their papers on negative results, failed experiments, and unexpected challenges encountered in applying deep learning to real-world problems ...
shorturl.at
December 17, 2024 at 9:13 PM
The call for papers is out for our “I Can’t Believe It’s Not Better” #ICLR2025 workshop @iclr-conf.bsky.social . Don’t miss this chance to highlight challenges in applying deep learning & foundation models in real life.