#cvpr — Public Fediverse posts

I don't think this creative writing is common research practice, but I definitely like it...

The paper's called "Eternal Sunshine of the Spotless Net: Selective Forgetting in Deep Networks", and it's from an actual IEEE journal. https://doi.org/10.1109/CVPR42600.2020.00932

#academia #AcademicChatter #computerScience #neuralnetwork #ieee #cvpr #cvpr2020 #machineLearning #machineUnlearning

Thanks to the SCoFT team for all the great work that got our paper into #CVPR !! 🎉🎊

Authors: Zhixuan Liu, Peter Schaldenbrand, Beverley-Claire Okogwu, Wenxuan Peng, Youngsik Yun, Andrew Hundt, Jihie Kim, Jean Oh.

Our paper is:
SCoFT: Self-Contrastive Fine-Tuning for Equitable Image Generation

The ArXiV paper link is below with all the details, and we expect to make code available soon!

Thanks for reading!

#CVPR #CVPR2024 #AI #ML #SCoFT

https://arxiv.org/abs/2401.08053

19/n

SCoFT has been accepted at #CVPR! 🎉🎊

Remember Google Gemini’s biased medieval England generated images that were just everywhere? Ancient internet history, I know.

I've been chomping at the bit bc we've had methods for more culturally sensitive image generation under review that help to address the kinds of issues we saw with Gemini!

SCoFT: Self-Contrastive Fine-Tuning for Equitable Image Generation

#CVPR2024

https://arxiv.org/abs/2401.08053

🧵 1/n

@CrackedWindscreen @kentindell The #MachineLearning community needs a major reckoning in many ways (i.e. privacy, bias), but one of the *major* things that is almost never discussed is systems safety as it pertains to direct, physical harm.

For example, it is absolutely absurd that #Karpathy and others at #Tesla could basically use #IEEE #CVPR as a platform for #autonowashing disguised as legitimate ML and #MachineVision work.

No wonder the media stands no chance in grasping the real issues.