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scsl 25 toggle navigation about current schedule call for papers accepted papers workshop on spurious correlation and shortcut learning foundations and solutions workshop at the international conference on learning representations iclr 2025 reliance on spurious correlations due to simplicity bias is a well known pitfall of deep learning models this issue stems from the statistical nature of deep learning algorithms and their inductive biases at all stages including data preprocessing architectures and optimization therefore spurious correlations and shortcut learning are fundamental and common practical problems across all branches of ai the foundational nature and widespread occurrence of reliance on spurious correlations and shortcut learning make it an important research topic and a gateway to understanding how deep models learn patterns and the underlying mechanisms responsible for their effectiveness and generalization this workshop aims to address two aspects of this phenomenon its foundations and potential solutions submission deadline 16th february 2025 11 59 pm aoe the workshop will be held on 28th april 2025 in singapore expo for latest news about the workshop follow scslworkshop on x twitter keynote speakers pavel izmailov nyu anthropic baharan mirzasoleiman ucla chelsea finn stanford university aditi raghunathan carnegie mellon university cmu stefano sarao mannelli chalmers university of technology david lopez paz meta ai research fair andrew k lampinen google deepmind panelists soheil feizi umd david lopez paz meta ai research fair please submit questions for our panelists here organizers hesam asadollahzadeh sharif university of technology polina kirichenko nyu meta fair princeton mahdi ghaznavi sharif university of technology mahdieh soleymani baghshah sharif university of technology mohammad hossein rohban sharif university of technology parsa hosseini umd aahlad puli nyu arash marioriyad sharif university of technology shikai qiu nyu nahal mirzaie sharif university of technology program committee ali abdollahi sharif university of technology hesam asadollahzadeh sharif university of technology mohammad azizmalayeri amsterdam umc mahdieh soleymani baghshah sharif university of technology samuel bell meta fair yize cheng university of maryland college park yongqiang chen mbzuai cmu allison chen princeton university alireza dehghanpour farashah mcgill university anastasiia fadeeva google deepmind mohamadreza fereydooni sharif university of technology rameshwar garg columbia university mahdi ghaznavi sharif university of technology shantanu ghosh boston university fahimeh hosseini noohdani sharif university of technology amirmohammad izadi sharif university of technology polina kirichenko princeton university jack lanchantin meta tyler labonte georgia tech jie s li university of maryland college park daohan lu new york university alexander lyzhov new york university divyat mahajan mila université de montréal arash marioriyad sharif university of technology martin marek new york university viacheslav meshchaninov higher school of economics faridoun mehri sharif university of technology nahal mirzaie sharif university of technology david yu miller university of maryland college park mazda moayeri meta mohammad mozafari sharif university of technology nihal murali university of pittsburgh amir najafi sharif university of technology sumit nawathe university of maryland college park dang nguyen ucla hosna oyarhoseini sharif university of technology indu panigrahi princeton university xiang pan new york university mohammad pezeshki meta aahlad manas puli new york university guanwen qiu university of pennsylvania saksham rastogi indian institute of science yi ren university of british columbia mohammad hossein rohban sharif university of technology mahdi salmani university of southern california mahdi samiei sharif university of technology soroush vafaie tabar sharif university of technology hamidreza yaghoubi araghi university of maryland college park aryan yazdan parast university of melbourne guangtao zheng university of virginia yin zhou columbia university tyler zhu princeton university questions contact us at scslworkshop gmail com or scslworkshop copyright 2025 workshop on spurious correlation and shortcut learning last updated april 26 2025