ELLIS PhD program 2026 applications open
5 experts across 3 network communities independently surfaced this.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· ELLIS
“🚨 Apply now for the #ELLISPhD Program! 🎓 Work with leading AI/ML researchers across Europe, with exchange visits & joint supervision. The application deadline is 31 Oct. Get all info & apply now at ellis.eu/news/ellis-p...”
evidence ↗
5 experts
3 communities
1 sources clustered
Markets & investment
1 expert
Capital, companies and commercial impact.
“Funding schemes: ELLIS - European Laboratory for Learning and Intelligent Systems 31 October 2026 ellis.eu/news/ellis-p... Dependable and Deployable AI for Robotics 27 November 2026 www.cdt-d2air.uk/apply Designing Responsible Natural Language Processing 30…”
Research & technical analysis
1 expert
Evidence, methods and technical implications.
“🚨 Apply now for the #ELLISPhD Program! 🎓 Work with leading AI/ML researchers across Europe, with exchange visits & joint supervision. The application deadline is 31 Oct. Get all info & apply now at ellis.eu/news/ellis-p...”
New
AI field signal
Signal
12h ago
⚡ 7 h early
2 directory members surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· David Picard
“🚨 New work with Adrien Ramanana, @nicolasdufour.bsky.social, Yutong Bai and Patrick Pérez collab @kyutai-labs.bsky.social CADRE: Rethinking Video Autoencoders for Interactive World Models We investigate what makes a good world model codec 📜 arxiv.org/abs/26…”
evidence ↗
2 experts
1 community
1 sources clustered
“🚨 New work with Adrien Ramanana, @nicolasdufour.bsky.social, Yutong Bai and Patrick Pérez collab @kyutai-labs.bsky.social CADRE: Rethinking Video Autoencoders for Interactive World Models We investigate what makes a good world model codec 📜 arxiv.org/abs/26…”
subquadratic 3SUM subcubic APSP sparse graphs paper
3 experts across 2 network communities independently surfaced this.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· David Picard
“Correct link: arxiv.org/abs/2610.067...”
evidence ↗
3 experts
2 communities
1 sources clustered
“Correct link: arxiv.org/abs/2610.067...”
Established
AI field signal
Signal
3d ago
⚡ 9 h early
2 directory members surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· David Picard
“🚨 New preprint: "Dino Forcing Flow Models: Do not denoise what you can predict" @arrijitghosh.bsky.social @lucasdegeorge.bsky.social P. Couairon, A.A. Efros, @vickykalogeiton.bsky.social and me 📜 arxiv.org/abs/2610.11751 🖥️ arijit-hub.github.io/projects/din…”
evidence ↗
2 experts
2 communities
1 sources clustered
“🚨 New preprint: "Dino Forcing Flow Models: Do not denoise what you can predict" @arrijitghosh.bsky.social @lucasdegeorge.bsky.social P. Couairon, A.A. Efros, @vickykalogeiton.bsky.social and me 📜 arxiv.org/abs/2610.11751 🖥️ arijit-hub.github.io/projects/din…”
predict-project-renoise diffusion hard constraints paper
2 directory members surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· Gilles Louppe
“Today my PhD student (for one last day) @orochman.bsky.social is defending his thesis on neural emulators. Check out his latest paper on sampling diffusion models under hard constraints arxiv.org/abs/2601.21033 (NeurIPS 2026)”
evidence ↗
2 experts
1 community
1 sources clustered
“Today my PhD student (for one last day) @orochman.bsky.social is defending his thesis on neural emulators. Check out his latest paper on sampling diffusion models under hard constraints arxiv.org/abs/2601.21033 (NeurIPS 2026)”
recurrent looped transformer architecture paper
2 directory members surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· Christian Wolf
“Recurrent Looped Transformer Zhang et al. Combine context/history transformer with recurrence: have a causal encoder with a recurrent decoder. arxiv.org/abs/2610.07591”
evidence ↗
2 experts
2 communities
1 sources clustered
“Recurrent Looped Transformer Zhang et al. Combine context/history transformer with recurrence: have a causal encoder with a recurrent decoder. arxiv.org/abs/2610.07591”
MICCAI PhD positions structure-aware ML announced
2 directory members surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· ELLIS
“🏹 Job alert: 2 PhD Researchers in Machine Learning & Medical Image Analysis at Scads AI, Leipzig University 📍 Leipzig 🇩🇪 ⏰ 31 December 🔗 https://bit.ly/4z2MSyk”
evidence ↗
2 experts
2 communities
2 sources clustered
“🏹 Job alert: 2 PhD Researchers in Machine Learning & Medical Image Analysis at Scads AI, Leipzig University 📍 Leipzig 🇩🇪 ⏰ 31 December 🔗 https://bit.ly/4z2MSyk”
RNN homunculus long-term memory gating paper
2 directory members surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· jvgemert.bsky.social
“I really enjoy finding gaps in our understanding of text-book deep learning. The RNN Homunculus: Long-range input vanishes RNN gradients. Gates (GRU, LSTM) help, but gates are themselves an RNN. Ie: gates are not sufficient. We need short-range data to lear…”
evidence ↗
2 experts
1 community
1 sources clustered
“I really enjoy finding gaps in our understanding of text-book deep learning. The RNN Homunculus: Long-range input vanishes RNN gradients. Gates (GRU, LSTM) help, but gates are themselves an RNN. Ie: gates are not sufficient. We need short-range data to lear…”
Established
AI field signal
Signal
14d ago
⚡ 3188 h early
2 directory members surfaced this signal.
Why this matches
Research & technical analysis reaction
2 attributable expert contributions
· Phillip Isola, David Picard
“These results surprised me. There's more to do to fully understand which structures align! Here are some great readings on other perspectives: * local relational: arxiv.org/abs/2602.14486 * coarse-grained: arxiv.org/abs/2604.18572 * global relational: arxiv…”
evidence ↗
2 experts
1 community
1 sources clustered
“These results surprised me. There's more to do to fully understand which structures align! Here are some great readings on other perspectives: * local relational: arxiv.org/abs/2602.14486 * coarse-grained: arxiv.org/abs/2604.18572 * global relational: arxiv…”
ELLIS PhD 2026 applications open
2 directory members surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· ELLIS
“🎓 Work with TWO leading European researchers across borders while you achieve your research and career goals in the #ELLISPhD Program! Check out the value Dominika Długosz sees in joint supervision. Apply now to start your PhD in 2027 at https://bit.ly/3TrH…”
evidence ↗
2 experts
2 communities
1 sources clustered
“🎓 Work with TWO leading European researchers across borders while you achieve your research and career goals in the #ELLISPhD Program! Check out the value Dominika Długosz sees in joint supervision. Apply now to start your PhD in 2027 at https://bit.ly/3TrH…”
hyperparameter tuning on test set paper
3 experts are actively discussing the implications.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· jvgemert.bsky.social
“In addition to the research findings, this is the type of research I really enjoyed doing 😊 "On Hyperparameter Tuning on the Test Set" arxiv.org/abs/2610.05902”
evidence ↗
2 experts
1 community
1 sources clustered
“In addition to the research findings, this is the type of research I really enjoyed doing 😊 "On Hyperparameter Tuning on the Test Set" arxiv.org/abs/2610.05902”
3 experts discussed this · 6 posts
jvgemert.bsky.social: In addition to the research findings, this is the type of research I really enjoyed doing 😊 "On Hyperparameter Tuning on the Test Set" arxiv.org/abs/2610.05902
David Picard: In addition to the research findings, this is the type of research I really enjoyed doing 😊 "On Hyperparameter Tuning on the Test Set" arxiv.org/abs/2610.05902
David Picard: Joining the heresy, I see... But in all seriousness, I think the observation you make that test-tuning is just a uniform boost (fig 3) is an important lesson of deep learning (interpolation thresho…
Open the full discussion →
weight averaging code RL frontiers paper
1 directory member surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· David Picard
“Funnily enough, I had this discussion with Benjamin Negrevergne earlier this week (during his habilitation, amazing talk btw) on one of his recent paper with people from Meta: arxiv.org/abs/2605.28751 In this, they show a trade-off between precision and rec…”
evidence ↗
1 expert
1 community
1 sources clustered
“Funnily enough, I had this discussion with Benjamin Negrevergne earlier this week (during his habilitation, amazing talk btw) on one of his recent paper with people from Meta: arxiv.org/abs/2605.28751 In this, they show a trade-off between precision and rec…”
Established
AI field signal
Signal
14d ago
2 directory members surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· Gilles Louppe
“My AI4Sci 2026 keynote on how diffusion models can solve inverse problems in science glouppe.github.io/talk-ai4sci-... featuring several projects from our research group 🤓”
evidence ↗
2 experts
1 community
1 sources clustered
“My AI4Sci 2026 keynote on how diffusion models can solve inverse problems in science glouppe.github.io/talk-ai4sci-... featuring several projects from our research group 🤓”
Established
AI field signal
Analysis
18d ago
Pierre Marion AI research future essay
2 directory members surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· Francis Bach
“Frontier AI models are impacting us (researchers) in ways that we collectively need to make sense of. My colleague Pierre Marion has nicely put down his thoughts in writing in this insightful blog post. Enjoy! pierremarion23.github.io/thoughts/202...”
evidence ↗
2 experts
1 community
1 sources clustered
“Frontier AI models are impacting us (researchers) in ways that we collectively need to make sense of. My colleague Pierre Marion has nicely put down his thoughts in writing in this insightful blog post. Enjoy! pierremarion23.github.io/thoughts/202...”
1 directory member surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· David Picard
“What a weird acknowledgment. I've seen companies doing that in the past, but that's a first for a theoretical CS paper by academics. I don't think there is any opinion in that paper. Is it because of Anthropic? (paper: arxiv.org/abs/2506.07977 lowers the co…”
evidence ↗
1 expert
1 community
1 sources clustered
“What a weird acknowledgment. I've seen companies doing that in the past, but that's a first for a theoretical CS paper by academics. I don't think there is any opinion in that paper. Is it because of Anthropic? (paper: arxiv.org/abs/2506.07977 lowers the co…”
