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9 Results
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Workshop
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DyLoRA: Parameter Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low Rank Adaptation Mojtaba Valipour · Mehdi Rezaghoizadeh · Ivan Kobyzev · Ali Ghodsi |
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Workshop
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Augmentation Consistency-guided Self-training for Source-free Domain Adaptive Semantic Segmentation Viraj Prabhu · Shivam Khare · Deeksha Kartik · Judy Hoffman |
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Poster
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Wed 14:00 |
A Data-Augmentation Is Worth A Thousand Samples: Analytical Moments And Sampling-Free Training Randall Balestriero · Ishan Misra · Yann LeCun |
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Poster
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Tue 9:00 |
Sharpness-Aware Training for Free JIAWEI DU · Daquan Zhou · Jiashi Feng · Vincent Tan · Joey Tianyi Zhou |
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Poster
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Tue 9:00 |
Unifying and Boosting Gradient-Based Training-Free Neural Architecture Search YAO SHU · Zhongxiang Dai · Zhaoxuan Wu · Bryan Kian Hsiang Low |
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Poster
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Thu 9:00 |
Chaotic Dynamics are Intrinsic to Neural Network Training with SGD Luis Herrmann · Maximilian Granz · Tim Landgraf |
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Poster
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Wed 9:00 |
GBA: A Tuning-free Approach to Switch between Synchronous and Asynchronous Training for Recommendation Models Wenbo Su · Yuanxing Zhang · Yufeng Cai · Kaixu Ren · Pengjie Wang · Huimin Yi · Yue Song · Jing Chen · Hongbo Deng · Jian Xu · Lin Qu · Bo Zheng |
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Poster
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Tue 14:00 |
LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models Mojan Javaheripi · Gustavo de Rosa · Subhabrata Mukherjee · Shital Shah · Tomasz Religa · Caio Cesar Teodoro Mendes · Sebastien Bubeck · Farinaz Koushanfar · Debadeepta Dey |
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Poster
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Thu 9:00 |
Extrapolative Continuous-time Bayesian Neural Network for Fast Training-free Test-time Adaptation Hengguan Huang · Xiangming Gu · Hao Wang · Chang Xiao · Hongfu Liu · Ye Wang |