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Ilya Zharkov

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OTOv3: Automatic Architecture-Agnostic Neural Network Training and Compression from Structured Pruning to Erasing Operators

Dec 15, 2023
Tianyi Chen, Tianyu Ding, Zhihui Zhu, Zeyu Chen, HsiangTao Wu, Ilya Zharkov, Luming Liang

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The Efficiency Spectrum of Large Language Models: An Algorithmic Survey

Dec 01, 2023
Tianyu Ding, Tianyi Chen, Haidong Zhu, Jiachen Jiang, Yiqi Zhong, Jinxin Zhou, Guangzhi Wang, Zhihui Zhu, Ilya Zharkov, Luming Liang

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DREAM: Diffusion Rectification and Estimation-Adaptive Models

Nov 30, 2023
Jinxin Zhou, Tianyu Ding, Tianyi Chen, Jiachen Jiang, Ilya Zharkov, Zhihui Zhu, Luming Liang

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CaesarNeRF: Calibrated Semantic Representation for Few-shot Generalizable Neural Rendering

Nov 27, 2023
Haidong Zhu, Tianyu Ding, Tianyi Chen, Ilya Zharkov, Ram Nevatia, Luming Liang

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Lightweight Portrait Matting via Regional Attention and Refinement

Nov 07, 2023
Yatao Zhong, Ilya Zharkov

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LoRAShear: Efficient Large Language Model Structured Pruning and Knowledge Recovery

Oct 31, 2023
Tianyi Chen, Tianyu Ding, Badal Yadav, Ilya Zharkov, Luming Liang

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MMVP: Motion-Matrix-based Video Prediction

Aug 31, 2023
Yiqi Zhong, Luming Liang, Ilya Zharkov, Ulrich Neumann

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Towards Automatic Neural Architecture Search within General Super-Networks

May 25, 2023
Tianyi Chen, Luming Liang, Tianyu Ding, Ilya Zharkov

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OTOV2: Automatic, Generic, User-Friendly

Mar 13, 2023
Tianyi Chen, Luming Liang, Tianyu Ding, Zhihui Zhu, Ilya Zharkov

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