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Poster
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Wed 11:00
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Local Curvature Smoothing with Stein's Identity for Efficient Score Matching
GENKI OSADA · Makoto Shing · Takashi Nishide
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Poster
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Thu 16:30
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Kronecker-Factored Approximate Curvature for Physics-Informed Neural Networks
Felix Dangel · Johannes Müller · Marius Zeinhofer
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Poster
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Fri 16:30
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Fast Rates in Stochastic Online Convex Optimization by Exploiting the Curvature of Feasible Sets
Taira Tsuchiya · Shinji Ito
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Poster
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Fri 11:00
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Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention
Susung Hong
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Poster
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Wed 16:30
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Newton Losses: Using Curvature Information for Learning with Differentiable Algorithms
Felix Petersen · Christian Borgelt · Tobias Sutter · Hilde Kuehne · Oliver Deussen · Stefano Ermon
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Poster
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Wed 16:30
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Improving Neural Network Surface Processing with Principal Curvatures
Josquin Harrison · James Benn · Maxime Sermesant
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Poster
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Thu 11:00
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Stepping on the Edge: Curvature Aware Learning Rate Tuners
Vincent Roulet · Atish Agarwala · Jean-Bastien Grill · Grzegorz Swirszcz · Mathieu Blondel · Fabian Pedregosa
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Poster
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Wed 16:30
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Exploiting Representation Curvature for Boundary Detection in Time Series
Yooju Shin · Jaehyun Park · Susik Yoon · Hwanjun Song · Byung Suk Lee · Jae-Gil Lee
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Poster
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Fri 16:30
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Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature
Deepak Ravikumar · Efstathia Soufleri · Kaushik Roy
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Poster
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Wed 16:30
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NoiseGPT: Label Noise Detection and Rectification through Probability Curvature
Haoyu Wang · Zhuo Huang · Zhiwei Lin · Tongliang Liu
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Workshop
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Exploring Geometric Representational Alignment through Ollivier-Ricci Curvature and Ricci Flow
Nahid Torbati · Michael Gaebler · Simon M. Hofmann · Nico Scherf
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Workshop
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Local Curvature Descent: Squeezing More Curvature out of Standard and Polyak Gradient Descent
Peter Richtarik · Simone Maria Giancola · Dymitr Lubczyk · Robin Yadav
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