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Douglas Gray Profile
Douglas Gray

@de3ug

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Visual Search @amazon. Here for computer vision, ML, NLP research discussion, but may drift into hobbies like astrophotography.

Portola Valley, CA
Joined June 2009
Don't wanna be here? Send us removal request.
@levelsio
@levelsio
1 month
Business class was full, also it was a short flight and this is also fun I think it's more fun to mix very cheap and very luxury to feel the contrast I started to realize luxury business class, and luxury hotels, and all that, it just gets very boring very fast if you don't
@CryptoKobe
ko₿.eth aka 0xko₿ΞOS
1 month
@levelsio @CSAIRGlobal Bro how are you not wealthy enough to at least fly business class?
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@model_mechanic
Aditya Ramesh
1 month
The value of fast iteration in AI is overrated. The best results are obtained by knowing the right things to do and doing each thing with neurotic precision and attention to detail.
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@512x512
Yaroslav
1 month
This bulge on a Waymo map seems funny. Which Google exec lives there?
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@de3ug
Douglas Gray
2 months
This is why I like fabric posters. Easy to fold up and bring home to decorate the lab.
@jbhuang0604
Jia-Bin Huang
2 months
graveyard of knowledge … RIP
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@de3ug
Douglas Gray
2 months
Good reminder for why it’s important to attend the PAMI-TC meeting. If you don’t, well meaning people will vote for more bureaucratic requirements.
@jon_barron
Jon Barron
2 months
It looks like @CVPR has implemented a new mandatory "Compute Reporting Form" that must be submitted alongside any paper submission. Though I am sympathetic to the motivations for this change, I am opposed to it for a variety of reasons:
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@de3ug
Douglas Gray
2 months
Huge thanks to everyone who made MRR @ ICCV possible — our authors, reviewers, attendees, and speakers: Roi Herzig, Cordelia Schmid, Jianwei Yang, Kristen Grauman, and the ICCV organizers. 🙏 See you next year! #ICCV2025 #AI #ComputerVision #Multimodal #Retrieval
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@de3ug
Douglas Gray
2 months
All papers from the MRR Workshop @ #ICCV2025 are now live on CVF Open Access 📚 🔗
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@de3ug
Douglas Gray
2 months
The paper doesn’t try rendering arbitrary text and feeding it through this system instead of tokens, but I agree with @karpathy that this is where things are headed. We’ll likely render text directly into image space and let multimodal models handle it end-to-end.
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@de3ug
Douglas Gray
2 months
It doesn’t just speed up OCR—it shows how vision and language models can share a single representational layer. The visual and text transformers operate on the same logic, blurring the line between seeing and reading.
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@de3ug
Douglas Gray
2 months
Lots of interest in this work, but many people seem to be missing the point or arguing over who did it first, which says a lot about its importance. DeepSeek-OCR is a big step because it’s a true multimodal model, not a case of attaching a Vision Transformer to an LLM.
@karpathy
Andrej Karpathy
2 months
I quite like the new DeepSeek-OCR paper. It's a good OCR model (maybe a bit worse than dots), and yes data collection etc., but anyway it doesn't matter. The more interesting part for me (esp as a computer vision at heart who is temporarily masquerading as a natural language
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@de3ug
Douglas Gray
2 months
MRR Keynote starting now — Kristen Grauman (11:45–12:25). Room 308B. #ICCV2025
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@de3ug
Douglas Gray
2 months
Keynote at MRR starting now — Jianwei Yang (10:50–11:30). Room 308B. #ICCV2025
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@de3ug
Douglas Gray
2 months
Up next at MRR: Keynote — Cordelia Schmid (8:55–9:35). Room 308B. #ICCV2025
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@de3ug
Douglas Gray
2 months
Starting in 10 minutes. Grab your coffee and come by 308B to hear about multimodal representations & robots! #ICCV2025
@roeiherzig
Roei Herzig
2 months
Happening tomorrow at 8:35 AM — the Multimodal Representation & Retrieval (MRR) workshop at #ICCV2025! 🎉 Come hear how multimodality powers robot learning 🤖✨ 📍 Room 308 B
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@de3ug
Douglas Gray
2 months
Lots of folks eating lunch on the floor. @ICCVConference should really get more chairs near the food. #ICCV2025
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@roeiherzig
Roei Herzig
2 months
🌺Super excited to present our work on Structured Physical Intelligence at the MRR 2025 workshop at ICCV 2025! 🗓️ Monday, October 20 | 8:35 📷Room 308 B 🎉🤖 I'll share on how robots can perceive, reason, and adapt in the physical world. 🌍 @ICCVConference
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@de3ug
Douglas Gray
2 months
Why attend MRR? In the age of GenAI, retrieval is a key component in grounding AI responses in reality. Now multiple fields are converging on this one subject. https://t.co/yMbYi7k4Rb
@mrdrozdov
Andrew Drozdov
3 months
More than 1100 #ICLR2026 submissions mention "retrieval" in their title or abstract 🤯
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@de3ug
Douglas Gray
2 months
Why attend MRR @ #ICCV2025? Multimodal retrieval, RAG, and agentic AI—plus coffee + posters (9:50–10:35). Mon 8:30–12:30 (Room 308B). #Multimodal #RAG #Retrieval #ICCV
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@de3ug
Douglas Gray
2 months
At #ICCV2025? Come join us for the #Multimodal #Retrieval & #Representation (MRR) Workshop -> Mon Oct 20, 8:30–12:30 (Room 308B, Honolulu). Keynote talks from @CordeliaSchmid, @jw2yang4ai, Kristen Grauman, plus an invited talk from Roi Herzig. #AI #ComputerVision
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