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57 Results
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Workshop
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Efficient Speech Translation with Pre-trained models Zhaolin Li · Jan Niehues |
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Workshop
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BudgetLongformer: Can we Cheaply Pretrain a SOTA Legal Language Model From Scratch? Joel Niklaus · Daniele Giofrè |
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Poster
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Tue 9:00 |
Mask-based Latent Reconstruction for Reinforcement Learning Tao Yu · Zhizheng Zhang · Cuiling Lan · Yan Lu · Zhibo Chen |
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Workshop
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An efficient RNN Language Model using activity sparsity and sparse back-propagation through time Mark Schoene · Khaleelulla Khan Nazeer · David Kappel · Christian Mayr · Anand Subramoney |
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Poster
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Tue 9:00 |
HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions Yongming Rao · Wenliang Zhao · Yansong Tang · Jie Zhou · Ser Nam Lim · Jiwen Lu |
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Poster
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Tue 9:00 |
Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training Geng Yuan · Yanyu Li · Sheng Li · Zhenglun Kong · Sergey Tulyakov · Xulong Tang · Yanzhi Wang · Jian Ren |
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Workshop
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Provably Efficient Causal Model-Based Reinforcement Learning for Environment-Agnostic Generalization Mirco Mutti · Riccardo De Santi · Emanuele Rossi · Juan Calderon · Michael Bronstein · Marcello Restelli |
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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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Poster
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Thu 9:00 |
Squeezeformer: An Efficient Transformer for Automatic Speech Recognition Sehoon Kim · Amir Gholami · Albert Shaw · Nicholas Lee · Karttikeya Mangalam · Jitendra Malik · Michael Mahoney · Kurt Keutzer |
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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 |
InsNet: An Efficient, Flexible, and Performant Insertion-based Text Generation Model Sidi Lu · Tao Meng · Nanyun Peng |
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Workshop
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EUCLID: Towards Efficient Unsupervised Reinforcement Learning with Multi-choice Dynamics Model Yifu Yuan · Jianye Hao · Fei Ni · Yao Mu · YAN ZHENG · Yujing Hu · Jinyi Liu · Yingfeng Chen · Changjie Fan |