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58 Results
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Poster
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Wed 11:00 |
SHDocs: A dataset, benchmark, and method to efficiently generate high-quality, real-world specular highlight data with near-perfect alignment Jovin Leong · Koa Di · Benjamin Cham · Shaun Heng |
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Poster
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Fri 11:00 |
A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion Models Hamid Kamkari · Brendan Ross · Rasa Hosseinzadeh · Jesse Cresswell · Gabriel Loaiza-Ganem |
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Workshop
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Weighted Diversified Sampling for Efficient Data-Driven Single-Cell Gene-Gene Interaction Discovery Yifan Wu · Yuntao Yang · Zirui Liu · Zhao Li · Khushbu Pahwa · Rongbin Li · W. Jim Zheng · Xia Hu · Zhaozhuo Xu |
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Poster
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Thu 11:00 |
Provable and Efficient Dataset Distillation for Kernel Ridge Regression Yilan Chen · Wei Huang · Lily Weng |
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Poster
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Wed 11:00 |
Trans-LoRA: towards data-free Transferable Parameter Efficient Finetuning Runqian Wang · Soumya Ghosh · David Cox · Diego Antognini · Aude Oliva · Rogerio Feris · Leonid Karlinsky |
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Workshop
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Weighted Diversified Sampling for Efficient Data-Driven Single-Cell Gene-Gene Interaction Discovery Yifan Wu · Yuntao Yang · Zirui Liu · Zhao Li · Khushbu Pahwa · Rongbin Li · W. Jim Zheng · Xia Hu · Zhaozhuo Xu |
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Poster
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Thu 16:30 |
Fetch and Forge: Efficient Dataset Condensation for Object Detection Ding Qi · Jian Li · Jinlong Peng · Bo Zhao · Shuguang Dou · Jialin Li · Jiangning Zhang · Yabiao Wang · Chengjie Wang · Cairong Zhao |
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Workshop
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Efficient Autoencoder Pipeline for Discovering High Entropy Alloys with Molecular Dynamics Data Amirhossein Naghdi Dorabati · Grzegorz Kaszuba · Stefanos Papanikolaou · Andrzej Jaszkiewicz · Piotr Sankowski |
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Poster
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Fri 11:00 |
Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization Dingshuo Chen · Zhixun Li · Yuyan Ni · Guibin Zhang · Ding Wang · Qiang Liu · Shu Wu · Jeffrey Yu · Liang Wang |
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Workshop
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Optimizing the IFMIF-DONES Particle Accelerator with Differentiable Deep Learning Surrogate Models Galo Gallardo · Guillermo Rodriguez Llorente · Lucas Magariños · Rodrigo Morant Navascués · Nikita Kkhvatkin Petrovsky · Roberto Gómez-Espinosa Martín |