Juan A. Rodríguez 💫
@joanrod_ai
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PhD Candidate at @Mila_Quebec and @etsmtl and researching at @ServiceNowRSRCH in Montreal. Multimodal Generative Models, 💫StarVector
Montreal, Canada
Joined October 2022
I’m excited to announce that 💫StarVector has been accepted at CVPR 2025! Over a year in the making, StarVector opens a new paradigm for Scalable Vector Graphics (SVG) generation by harnessing multimodal LLMs to generate SVG code that aesthetically mirrors input images and text.
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StarVector poster happening now at CVPR! Come by poster #31 if you want to chat about vector graphics, image-to-code generation, or just say hi!
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I’m at #CVPR2025 in Nashville! I’ll be presenting 💫StarVector next Saturday. Feel free to reach out if you want to chat or meet up!.
StarVector is out on Hugging Face . StarVector is a foundation model for generating Scalable Vector Graphics (SVG) code from images and text. It utilizes a Vision-Language Modeling architecture to understand both visual and textual inputs, enabling high-quality vectorization
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RT @antho_gosselin: Thanks to @_akhaliq for sharing our work. Technical paper and demos available on the project webpade: .
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More on inverse rendering code generation, this time with visual workflows. 💫 StarFlow turns sketches into code that compiles into workflow visuals.
🚀 New paper from our team at @ServiceNowRSRCH!..💫𝐒𝐭𝐚𝐫𝐅𝐥𝐨𝐰: 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐧𝐠 𝐒𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞𝐝 𝐖𝐨𝐫𝐤𝐟𝐥𝐨𝐰 𝐎𝐮𝐭𝐩𝐮𝐭𝐬 𝐅𝐫𝐨𝐦 𝐒𝐤𝐞𝐭𝐜𝐡 𝐈𝐦𝐚𝐠𝐞𝐬.We use VLMs to turn 𝘩𝘢𝘯𝘥-𝘥𝘳𝘢𝘸𝘯 𝘴𝘬𝘦𝘵𝘤𝘩𝘦𝘴 and diagrams into executable workflows.
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RT @andpoul: 👏10/10 one of those papers where I've been beating a drum like "someone needs to do this," then start implementing it and lo a….
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Thanks @unixpickle for the "apple" example. I was genuinely surprised the model was able to vectorize it so well :) This wasn’t possible with our previous models
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Thanks @_akhaliq for sharing our work! Excited to present our next generation of SVG models, now using Reinforcement Learning from Rendering Feedback (RLRF). 🧠 We think we cracked SVG generalization with this one. Go read the paper! More details on
Rendering-Aware Reinforcement Learning for Vector Graphics Generation. RLRF significantly outperforms supervised fine-tuning, addressing common failure modes and enabling precise, high-quality SVG generation with strong structural understanding and generalization
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RT @RajeswarSai: Congrats @TianbaoX and team on this exciting work and release! 🎉 We’re happy to share that Jedi-7B performs on par with UI….
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The UI-Vision Benchmark is out on HuggingFace: ✅Now accepted at ICML 2025. 🔥 Go test your UI Agents on the benchmark!.
🚀 Excited to share that UI-Vision has been accepted at ICML 2025! 🎉. We have also released the UI-Vision grounding datasets. Test your agents on it now! 🚀. 🤗 Dataset: #ICML2025 #AI #DatasetRelease #Agents.
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RT @chrisjpal: Can we give LLM agents very high level Data Science goals, have them write code and analyze results that yield useful insigh….
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This is a great step toward efficient online RL! Congrats to Dima (@DBahdanau) and the team on this release. I'm excited to start using PipelineRL for multimodal use cases! 💫.
I am excited to open-source PipelineRL - a scalable async RL implementation with in-flight weight updates. Why wait until your bored GPUs finish all sequences? Just update the weights and continue inference!. Code: Blog:
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RT @Mila_Quebec: This week, Mila researchers will present more than 90 papers at @iclr_conf in Singapore. Every day, we will share a schedu….
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Excited to be at ICLR 2025 in Singapore this week! 🇸🇬.Want to connect? Ping me!. 📝 Main Conference Papers. 📄 BigDocs. 📅 Thu, Apr 24 | ⏰ 10:00–12:30 SGT. 📍 Hall 3 + 2B | Poster #280. Open dataset for training multimodal models on document + code tasks. 🔗.
🎉 Excited to introduce BigDocs!.An open, transparent multimodal dataset designed for:. 📄 Documents.🌐 Web content.🖥️ GUI understanding.👨💻 Code generation from images. We’re also launching BigDocs-Bench, featuring 10 tasks to test models on:. ➡️ Document, Web, GUI Visual
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RT @ServiceNowRSRCH: 10 Years on and now recognized by @iclr_conf for standing up to the test-of-time. Please join us in congratulating @DB….
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RT @iclr_conf: Announcing the Test of Time awards for ICLR 2025! This award recognizes papers published ten years ago at ICLR 2015 that hav….
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RT @tscholak: 🚨 SLAM Labs presents Apriel-5B! And it lands right in the green zone 🚨.Speed ⚡ + Accuracy 📈 + Efficiency 💸.This model punches….
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RT @a_kazemnejad: We anticipated this for a long time in the NoPE paper, and now, NoPE is being adopted by new LLM architectures: Llama 4 F….
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RT @RajeswarSai: Google needs to tighten up the ship. Every time they plan a release, openai somehow drops theirs right on cue. This time g….
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RT @joanrod_ai: @rizalrenaldi @mrjeremyblaze StarVector does a very decent job on this example! Try here: https://t….
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