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Adarsh Kappiyath

@adarshk22.bsky.social
49 followers 219 following 3 posts

PhD Student at University of Surrey | Robustness in Machine learning models, Out of Distribution Generalisation | kadarsh22.github.io

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Adarsh Kappiyath @adarshk22.bsky.social · 31/01/2025
Learn more: 📄 Paper: arxiv.org/abs/2501.18277 💻 GitHub: github.com/kadarsh22/sebra 🌐 Project: kadarsh22.github.io/sebra_iclr25 #ICLR2025 #AI #BiasMitigation #MachineLearning
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Adarsh Kappiyath @adarshk22.bsky.social · 31/01/2025
✨ Highlights: 🔍 Unsupervised Multi-Bias Mitigation – discover & mitigate multiple biases without bias annotations. 🕵️ Discovering Hidden Biases – Reveals unknown biases & labeling errors. 📊 Scalable Performance – Effectiveness on large datasets like ImageNet-1K, moving beyond simple benchmarks.
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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 Adarsh Kappiyath
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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