Camila Gonzalez

@camgonza.bsky.social

Postdoc at AIDE Lab @stanfordmedicine.bsky.social | prev. MEC Lab @cs-tudarmstadt.bsky.social | Continual Learning and Monitoring for Medical Image Computing

Attending ICML? Check out our work on confounder-free continual learning ♾️ Our R-MDN layer can be applied to most modern architectures, including ViTs, to remove spurious correlations on-the-fly

Yash Shah@ynshah.bsky.social · last yr.

I am excited to share that my work on "Confounder-Free Continual Learning via Recursive Feature Normalization" has been accepted at ICML 2025! Very grateful to @camgonza.bsky.social , @mhabbasi.bsky.social , @qingyuz.bsky.social, Kilian Pohl, and @eadeli.bsky.social for always supporting me. [1/n]

One of the core challenges continual learning addresses is data privacy protection. Deep learning models don’t just learn from data—they also store a surprising amount of it. That’s why unlearning is critical for safe, real-world deployment. Join our seminar tomorrow to dive deeper into this topic!

ContinualAI@continualai.bsky.social · last yr.

Join us this Thursday 8 May for: U n l e a r n i n g ~ in continual scenarios ~ together with: Zhenyi Wang, Sijia Liu, and Kairan Zhao 6 PM CET / 9 AM PT / 12 PM ET Hope to see you there!!! Registration here: stanford.zoom.us/meeting/regi...

I had a fantastic time last week attending @khipu-ai.bsky.social in Santiago 🇨🇱 where I had the opportunity to present my recent work on 𝐷𝑦𝑛𝑎𝑚𝑖𝑐 𝑇𝑟𝑎𝑖𝑛𝑖𝑛𝑔 𝑎𝑛𝑑 𝑀𝑜𝑛𝑖𝑡𝑜𝑟𝑖𝑛𝑔 𝑜𝑓 𝐴𝐼-𝑠𝑢𝑝𝑝𝑜𝑟𝑡𝑒𝑑 𝑀𝑒𝑑𝑖𝑐𝑎𝑙 𝐷𝑒𝑣𝑖𝑐𝑒𝑠 and participate on a panel discussion on the future of Computer Vision ❤️

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Join us for our March ContinualAI seminar on 𝐸𝑓𝑓𝑖𝑐𝑖𝑒𝑛𝑡 𝑓𝑖𝑛𝑒-𝑡𝑢𝑛𝑖𝑛𝑔 𝑡𝑒𝑐ℎ𝑛𝑖𝑞𝑢𝑒𝑠 (𝑎𝑑𝑎𝑝𝑡𝑒𝑟𝑠, 𝐿𝑜𝑅𝐴, 𝑎𝑛𝑑 𝑏𝑒𝑦𝑜𝑛𝑑) with Eric Coleman and Wentao Zhang! ♾️ Thursday, March 6th 🕘 9 AM PST | 🕛 12 PM EST | 🕕 6 PM CET Register here 👉 stanford.zoom.us/meeting/regi...

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Join our first ContinualAI seminar of 2025 on 𝑇𝑎𝑠𝑘-𝐴𝑔𝑛𝑜𝑠𝑡𝑖𝑐 𝐶𝑜𝑛𝑡𝑖𝑛𝑢𝑎𝑙 𝐿𝑒𝑎𝑟𝑛𝑖𝑛𝑔 𝑓𝑜𝑟 𝑡ℎ𝑒 𝑂𝑝𝑒𝑛 𝑊𝑜𝑟𝑙𝑑 with Megan Baker and Gusseppe Bravo 𝐓𝐡𝐢𝐬 𝐓𝐡𝐮𝐫𝐬𝐝𝐚𝐲, 𝐅𝐞𝐛 𝟔𝐭𝐡 🕕 6 PM CET | 🕘 9 AM PST | 🕛 12 PM EST Register here 👉 stanford.zoom.us/meeting/regi...

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