Camila Gonzalez
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camgonza.bsky.social
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
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]
July 13, 2025 at 10:55 PM
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!
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...
May 7, 2025 at 9:20 PM
Reposted by Camila Gonzalez
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...
May 2, 2025 at 3:47 PM
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 ❤️
March 17, 2025 at 11:22 PM
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...
March 4, 2025 at 6:43 PM
Great talk today by @adriandalca.bsky.social at the @stanfordmedicine.bsky.social IBIIS & AIMI seminar, covering efficient interactive segmentation from scribbles, zero-shot segmentation to new tasks and an agent-driven vision-language framework that solves complex medical imaging tasks 🤖
February 20, 2025 at 2:19 AM
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...
February 6, 2025 at 6:22 AM
Great inaugural seminar for the Stanford AIMI Grand Rounds 🥳 @curtlanglotz.bsky.social addressed many current topics of AI for medical imaging, including:
arxiv.org
January 28, 2025 at 11:49 PM