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ASPIRE: Language-Guided Data Augmentation for Improving Robustness Against Spurious Correlations
Sreyan Ghosh
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Chandra Kiran Evuru
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Sonal Kumar
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Utkarsh Tyagi
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S Sakshi
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Sanjoy Chowdhury
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Dinesh Manocha
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Paper Details:
Month: August
Year: 2024
Location: Bangkok, Thailand and virtual meeting
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https://github.com/Sreyan88/ASPIRE
https://pytorch.org/
https://huggingface.co/
https://github.com/IDEA-Research/GroundingDINO
https://github.com/facebookresearch/segment-anything
https://github.com/rinongal/textual_inversion
https://github.com/kohpangwei/group_DRO
https://github.com/facebookresearch/BalancingGroups
https://github.com/anniesch/jtt
https://github.com/alinlab/LfF
https://github.com/HazyResearch/correct-n-contrast
https://github.com/PolinaKirichenko/deep_feature_reweighting
https://github.com/aliasgharkhani/masktune
https://github.com/yoonholee/DivDis
https://www.vision.caltech.edu/visipedia/CUB-200.html
https://github.com/BigML-CS-UCLA/SpuCo
https://openreview.net/forum?id=76w7bsdViZf
https://mmlab.ie.cuhk.edu.hk/projects/CelebA.html
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