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[Poster] Self–Similarity Priors: Neural Collages as Differentiable Fractal Representations
Winnie Xu

Author Information

Winnie Xu (University of Toronto)
Winnie Xu

Winnie recently graduated with an H.BSc from the University of Toronto where she majored in Computer Science and specialized in Artificial Intelligence. Her research interests span broadly in generative models with probabilistic interpretations and differentiable numerical algorithms. As an undergraduate, she researched latent variable models, variational inference, and Neural ODEs / SDEs with David Duvenaud. She is currently a student researcher at Google Brain collaborating with Stanford University where she is working on efficient methods for training diffusion models and doing Bayesian program induction with large language models in reasoning tasks. In the recent past, she has also collaborated with Nvidia Research, Oxford (OATML), and Cohere AI on topics in robotics, large language models, and NLP.

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  • 2022 : P23: Language Model Cascades »
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  • 2022 : Contributed Spotlight Talks: Part 1 »
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  • 2022 Poster: Prioritized Training on Points that are Learnable, Worth Learning, and not yet Learnt »
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  • 2022 : Poster Session 2 »
    Asra Aslam · Sowmya Vijayakumar · Heta Gandhi · Mary Adewunmi · You Cheng · Tong Yang · Kristina Ulicna · · Weiwei Zong · Narmada Naik · Akshata Tiwari · Ambreen Hamadani · Mayuree Binjolkar · Charupriya Sharma · Chhavi Yadav · Yu Yang · Winnie Xu · QINGQING ZHAO · Julissa Giuliana Villanueva Llerena · Lilian Mkonyi · Berthine Nyunga Mpinda · Rehema Mwawado · Tooba Imtiaz · Desi Ivanova · Emma Johanna Mikaela Petersson Svensson · Angela Bitto-Nemling · Elisabeth Rumetshofer · Ana Sanchez Fernandez · Garima Giri · Sigrid Passano Hellan · Catherine Ordun · Vasiliki Tassopoulou · Gina Wong
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    Asra Aslam · Sowmya Vijayakumar · Heta Gandhi · Mary Adewunmi · You Cheng · Tong Yang · Kristina Ulicna · · Weiwei Zong · Narmada Naik · Akshata Tiwari · Ambreen Hamadani · Mayuree Binjolkar · Charupriya Sharma · Chhavi Yadav · Yu Yang · Winnie Xu · QINGQING ZHAO · Julissa Giuliana Villanueva Llerena · Lilian Mkonyi · Berthine Nyunga Mpinda · Rehema Mwawado · Tooba Imtiaz · Desi Ivanova · Emma Johanna Mikaela Petersson Svensson · Angela Bitto-Nemling · Elisabeth Rumetshofer · Ana Sanchez Fernandez · Garima Giri · Sigrid Passano Hellan · Catherine Ordun · Vasiliki Tassopoulou · Gina Wong