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Silpa Vadakkeeveetil Sreelatha

@silpavs.bsky.social
138 followers 107 following 9 posts

ELLIS PhD student at University of Surrey @ellis.eu @peoplecentredai.bsky.social| Visiting Researcher at @belongielab.org| Interpretability – Generative Models

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Silpa Vadakkeeveetil Sreelatha @silpavs.bsky.social · 02/07/2026
Work done with Dan Wang, @serge.belongie.com, Muhammad Awais, @anjandutta.bsky.social. If you're into interpretability of vision models, I would love to connect at the conference. See you in Seoul!
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Silpa Vadakkeeveetil Sreelatha @silpavs.bsky.social · 02/07/2026
RAIGen is a label-free framework that looks inside diffusion models to identify rare but meaningful visual attributes using only the model's internals via Matryoshka SAEs and a novel minority metric. A new direction for auditing T2I models 🔗 vssilpa.github.io/RAIGen_webpa...
vssilpa.github.io
RAIGen: Rare Attribute Identification in Text-to-Image Generative Models
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Silpa Vadakkeeveetil Sreelatha @silpavs.bsky.social · 02/07/2026
Presenting RAIGen at #ICML2026 in Seoul! Can we automatically surface rare, underrepresented attributes in text-to-image diffusion models, with no prior knowledge of what they are? Come meet me in poster session! 📅 Wed Jul 8, 10:30–12:15 KST 📍 Hall A, #3308
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Reposted by Silpa Vadakkeeveetil Sreelatha
Adarsh Kappiyath @adarshk22.bsky.social · 31/01/2025
🚀 I’m thrilled to share that our paper, "Sebra: DeBiasing through Self-Guided Bias Ranking," has been accepted to ICLR 2025! 🎉
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Reposted by Silpa Vadakkeeveetil Sreelatha
ELLIS @ellis.eu · 15/01/2025
Meet Srishti Yadav, an ELLIS #PhD Student at 🇩🇰 Uni Copenhagen & 🇳🇱 Uni Amsterdam. Passionate about #AI & society, she explores culturally aware & inclusive AI models. Read her advice for young scientists & learn why women's visibility in AI/ML is crucial. #WomenInELLIS
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Silpa Vadakkeeveetil Sreelatha @silpavs.bsky.social · 11/12/2024
In this paper, we aim for responsible (fair and safe) text-to-image generation in diffusion models. Join me to discuss how we can improve generative models for better fairness and safety! (5/5)
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Silpa Vadakkeeveetil Sreelatha @silpavs.bsky.social · 11/12/2024
(2) Concept Denoising Score Matching for Responsible Text-to-Image Generation 🗓️ Sun, Dec 15 | 🕗 8:15 a.m. PST | 📍 Safe Generative AI Workshop Authors : Silpa Vadakkeeveetil Sreelatha, Sauradip Nag, @serge.belongie.com , Muhammad Awais, and Anjan Dutta (4/5)
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Silpa Vadakkeeveetil Sreelatha @silpavs.bsky.social · 11/12/2024
We introduce DeNetDM, a debiasing method that improves robustness to spurious correlations. Our method requires no bias annotations or explicit data augmentation while performing on par with approaches that require either or both. More details can be found here : arxiv.org/abs/2403.19863 (3/5)
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Silpa Vadakkeeveetil Sreelatha @silpavs.bsky.social · 11/12/2024
(1) DeNetDM: Debiasing by Network Depth Modulation 🗓️ Thu, Dec 12 | 🕚 11 a.m. – 2 p.m. PST | 📍 East Exhibit Hall A-C #4309 Authors : Silpa Vadakkeeveetil Sreelatha *, Adarsh Kappiyath*, Abhra Chaudhuri, Anjan Dutta — * equal contribution (2/5)
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Silpa Vadakkeeveetil Sreelatha @silpavs.bsky.social · 11/12/2024
🚀 Excited to be at @neuripsconf.bsky.social in Vancouver! I'll be presenting my work on AI fairness & interpretability. Here's where you can find me (1/5)
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Reposted by Silpa Vadakkeeveetil Sreelatha
Belongie Lab @belongielab.org · 03/12/2024
With @neuripsconf.bsky.social right around the corner, we’re excited to be presenting our work soon! Here’s an overview (1/5)
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Silpa Vadakkeeveetil Sreelatha @silpavs.bsky.social · 20/11/2024
Could you please add me? I am an ELLIS PhD student.
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