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136 Results
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Poster
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Fri 11:00 |
Neural network learns low-dimensional polynomials with SGD near the information-theoretic limit Jason Lee · Kazusato Oko · Taiji Suzuki · Denny Wu |
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Workshop
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Understanding Diffusion-based Representation Learning via Low-Dimensional Modeling Xiao Li · Zekai Zhang · Xiang Li · Siyi Chen · Zhihui Zhu · Peng Wang · Qing Qu |
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Workshop
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Enhancing Low-Light Imagery: A Fusion of Deep Learning and Diffusion Models for Superior Visibility Yangfan He · Jianhui Wang · Sida Li · Haoyuan Li · TIANYU SHI |
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Poster
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Thu 11:00 |
NeuralFuse: Learning to Recover the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes Hao-Lun Sun · Lei Hsiung · Nandhini Chandramoorthy · Pin-Yu Chen · Tsung-Yi Ho |
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Poster
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Wed 11:00 |
SpaFL: Communication-Efficient Federated Learning With Sparse Models And Low Computational Overhead Minsu Kim · Walid Saad · Merouane DEBBAH · Choong Hong |
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Workshop
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Anatomical 3D Style Transfer Enabling Efficient Federated Learning with Extremely Low Communication Costs Yuto Shibata · Yasunori Kudo · Yohei Sugawara |
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Poster
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Thu 11:00 |
Compressing Large Language Models using Low Rank and Low Precision Decomposition Rajarshi Saha · Naomi Sagan · Varun Srivastava · Andrea Goldsmith · Mert Pilanci |
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Poster
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Wed 16:30 |
Metric Transforms and Low Rank Representations of Kernels for Fast Attention Timothy Chu · Josh Alman · Gary L. Miller · Shyam Narayanan · Mark Sellke · Zhao Song |
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Poster
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Fri 16:30 |
Zero-Shot Reinforcement Learning from Low Quality Data Scott Jeen · Tom Bewley · Jonathan Cullen |
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Workshop
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GaLore-mini: Low Rank Gradient Learning with Fewer Learning Rates WH Huang · Zhenyu Zhang · Yushun Zhang · Zhiquan Luo · Ruoyu Sun · Zhangyang "Atlas" Wang |
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Poster
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Fri 11:00 |
Prompt Optimization with EASE? Efficient Ordering-aware Automated Selection of Exemplars Zhaoxuan Wu · Xiaoqiang Lin · Zhongxiang Dai · Wenyang Hu · Yao Shu · See-Kiong Ng · Patrick Jaillet · Bryan Kian Hsiang Low |
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Poster
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Thu 11:00 |
SLTrain: a sparse plus low rank approach for parameter and memory efficient pretraining Andi Han · Jiaxiang Li · Wei Huang · Mingyi Hong · Akiko Takeda · Pratik Kumar Jawanpuria · Bamdev Mishra |