Ryousuke Yamada

Research Scientist @ AIST | Visiting Postdoc @ UTN | HQ @ cvpaper.challenge

[OguRyu🇩🇪 @Oguryu417]

🎉 Excited to share that our paper “Where Did the Light Come From? Diagnosing Cast-Shadow Reasoning in VLMs and Borrowing the Missing Shadow Prior from Image Generation Models” has been accepted to #WACV2027 !!

https://t.co/9fqFTJEuuo

Huge thanks to all collaborators☀️👤

[Danilo de Goede @danilodegoede]

How many tokens does it take to capture the gist of an image?

Introducing GIST: an image tokenizer that learns to preserve what matters and chooses how many tokens each image needs, in one forward pass.

Now on arXiv 🎉🎉
https://t.co/M8rVDOTPtx

Demo: https://t.co/EcUkeg9eah

[Yuki @y_m_asano]

Besides scalability, self-supervised learning is attractive because we have a good real-life example of humans/mammals learning strong visual systems.
BUT: they do not learn from shuffled image collections. They learn from (essentially) a single long visual stream.

This is what we tackle in our new @NeurIPSConf paper, led by Ivan, together with @LukasKnobel1 and me. 1/

https://t.co/f2NTLHa9c5

[Computer Vision and Pattern Recognition Papers @CSVisionPapers]

I Have a Stream: Making Self-Supervised Learning Work on Continuous Video

Ivan Martinović, Lukas Knobel, Yuki M. Asano
https://t.co/MHijOJ7oY3 [𝚌𝚜.𝙲𝚅]
💬Accepted to NeurIPS 2026

[kohsuke Ide @IdeKohsuke]

Excited to share that our paper was accepted as a Spotlight at #NeurIPS 2026 (E&D track)🎉

Huge thanks to everyone involved in the project! More details coming sometime in October.

Now back to the ICLR grind 😅

[Francis Engelmann @FrancisEngelman]

🍯 Got exciting 3D vision work that deserves another spotlight -- or a bold idea that isn’t quite a paper yet?

Then the #3DV2027 Nectar Track is for you: showcase strong recent work, share early ideas and demos; all while enjoying bougatsa, meze, and rebetiko in beautiful Thessaloniki 🇬🇷

📅 Deadline: Feb 15, 2027 (more details coming soon)
👉 https://t.co/KTxGEpvaBd

[Gabriele @gabrosi3]

Going to @eccvconf? 👀

Workshop Radar is ready and online for #ECCV2026 🚀

🔎 Find workshops & tutorials
⭐ Save your favorites
📅 Explore the schedule in one place

Open source. Mobile-friendly. No account required.
Less tab chaos, more conference. 😄

https://t.co/Y9oSB0UIDS

[Hirokatsu Kataoka | 片岡裕雄 @HirokatuKataoka]

"Visual General Intelligence: A White Paper"
is now on arXiv! https://t.co/IP8e477sdM

We've discussed:
- What is Visual Intelligence?
- Can we develop it toward General Intelligence (VGI)?

In the VGI white paper, we bring together diverse perspectives on Visual Intelligence and discuss how intelligence grounded in visual modalities and experiences could develop toward General Intelligence.

Beyond proposing a single definition of VGI, we introduce, propose, and discuss different perspectives on what Visual Intelligence could be and how we could develop it toward General Intelligence.

This paper is a starting point for a broader discussion on the future of Visual Intelligence.

Many thanks to all the great co-authors!

[Shumpei Takezaki @shumpeiMaxwell]

Self-Supervised Learning of Structured Dynamics from Videos

TL;DR: Structured Dynamics Model decomposes video changes into primary and residual motion. Built on frozen DINOv2 features, it separates camera and object motion with weak supervision and outperforms prior representations on multiple motion tasks.
https://t.co/3XewKbofy4

[Ryousuke Yamada @FragileGoodwill]

Our @CVPR 2026 paper has been featured in an @AIST_EN press release!

Huge congratulations to @IdeKohsuke, who led this project 😄

https://t.co/sLQ027eBFN

[Ryousuke Yamada @FragileGoodwill]

@Oguryu417 @ko_watanabe_jp ありがとうございました！
ぜひぜひ！お待ちしております👍

[Ryousuke Yamada @FragileGoodwill]

ありがとうございました！
色んな方と交流できてとても楽しい時間でした😄

[Ko Watanabe 🇩🇪 @ko_watanabe_jp]

Ryosuke YamadaさんがDFKIで講演してくださってます。最近のCVPRで発表した内容も紹介してくださり、とても興味深いです！🇩🇪🇯🇵

[Ryousuke Yamada @FragileGoodwill]

Great day @DFKI Kaiserslautern!!

I had the nice opportunity to present my work and discuss exciting ideas with the researchers there

I really enjoyed my visit 😄

Many thanks to @shumpeiMaxwell @Oguryu417 @ko_watanabe_jp and everyone at DFKI 🇩🇪

[Hirokatsu Kataoka | 片岡裕雄 @HirokatuKataoka]

[#ECCV2026 LIMIT Workshop]
This teaser describes a brief abstract at ECCV 2026 LIMIT Workshop in terms of topics, invited speakers, organizers, and website. Please join us in the workshop.

Website: https://t.co/Ayx5bMw2VR
OpenReView (Paper deadline - 6 July): https://t.co/ZPEZAoADHo

[Su Myat Noe @imsu_myat]

📢 Papers are now being accepted for the LIMIT Workshop at #ECCV2026!

Topics include representation learning with limited data, labels, compute, and other resource constraints.

📅 Deadline: July 6, 2026 (23:59 AoE)

🔗 https://t.co/uCd8AIxS2z

[Ryousuke Yamada @FragileGoodwill]

📢Call for Papers @eccvconf

The LIMIT Workshop at #ECCV2026 is accepting submissions!!

We invite submissions on representation learning when data, labels, computing resources or ... are scarce.

Deadline: July 6, 2026, 23:59 AoE
https://t.co/msoDj9zzIm

[Thomas De Min @tdemin99]

Excited to share that our latest work has been accepted to #ECCV2026!
See you in Malmö ✈️

[産総研人工知能研究センターAIRC @AIResearchAIST]

コンピュータビジョン研究チーム 山田亮佑 研究員、Qiu Yue 主任研究員、井手 康允 RAは、複数物体の幾何的関係性を理解し、説明可能な点群言語モデルを開発しました。
設計・製造分野を中心とした幅広い領域での作業効率向上への貢献が期待されます。
https://t.co/NFbJWhnbMn

[Ryousuke Yamada @FragileGoodwill]

📣 ECCV2026 LIMIT Workshop📣

We are looking for submissions to the LIMIT Workshop at ECCV 2026!!

📌 Submission deadline: July 6
📌 Notification: Aug 3, 2026
📌 Camera-ready: Aug 10, 2026

Please consider submitting your work!
https://t.co/msoDj9zzIm

@eccvconf #ECCV2026

[Hirokatsu Kataoka | 片岡裕雄 @HirokatuKataoka]

#CVPR2026 / @CVPR

We've released the CVPR 2026 Report!
https://t.co/eddjqETFSk

Compiled during CVPR through a collaboration among LIMIT.Lab, cvpaper.challenge, and the Visual Geometry Group (VGG), this report provides meta-level insights into the key trends, research directions, emerging themes, and discussions that shaped this year's conference.