Recent SIPg Seminars sponsored by project PT Smart Retail
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Building Bridges between Regression, Classification and Clustering by José Celestino
This presentation summarizes a paper that proposes improving supervised regression by reformulating it as a classification problem inspired by clustering approaches, and introduces a range of novel methods, including a unified end-to-end framework.
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MapAnything: Universal Feed-Forward Metric 3D Reconstruction by Gonçalo Matos
This presentation summarises the key takeaways from the paper MapAnything: Universal Feed-Forward Metric 3D Reconstruction.
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Energy-Based Transformers are Scalable Learners and Thinkers by Filipa Lino
This presentation summarizes the paper “Energy-Based Transformers are Scalable Learners and Thinkers”, which combines energy-based models with standard Transformers to let neural networks iteratively refine and self-verify their predictions.
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Leland Brown – Texture Shading: A Cartographic Algorithm for Showing Terrain Relief
The presentation will cover the motivation and goals of the algorithm, the implementation and mathematical details, example results, potential applications, and future work.
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CVPR2024 by Diogo Araújo, Filipa Lino and Gonçalo Matos
This talk provides a summary of the works presented at CVPR2024 and some spotlight papers we identified.