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23 Results
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Poster
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Tue 9:00 |
Differentially Private Model Compression FatemehSadat Mireshghallah · Arturs Backurs · Huseyin A. Inan · Lukas Wutschitz · Janardhan Kulkarni |
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Workshop
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Federated Sparse Training: Lottery Aware Model Compression for Resource Constrained Edge Sara Babakniya · Souvik Kundu · Saurav Prakash · Yue Niu · Salman Avestimehr |
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Workshop
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Cortical Transformers: Robustness and Model Compression with Multi-Scale Connectivity Properties of the Neocortex. Brian Robinson · Nathan Drenkow |
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Poster
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Tue 14:00 |
Anonymized Histograms in Intermediate Privacy Models Badih Ghazi · Pritish Kamath · Ravi Kumar · Pasin Manurangsi |
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Poster
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Thu 14:00 |
The trade-offs of model size in large recommendation models : 100GB to 10MB Criteo-tb DLRM model Aditya Desai · Anshumali Shrivastava |
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Poster
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Thu 14:00 |
Robust Binary Models by Pruning Randomly-initialized Networks Chen Liu · Ziqi Zhao · Sabine Süsstrunk · Mathieu Salzmann |
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Poster
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Thu 14:00 |
UDC: Unified DNAS for Compressible TinyML Models for Neural Processing Units Igor Fedorov · Ramon Matas · Hokchhay Tann · Chuteng Zhou · Matthew Mattina · Paul Whatmough |
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Poster
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Thu 14:00 |
Model Preserving Compression for Neural Networks Jerry Chee · Megan Flynn (née Renz) · Anil Damle · Christopher De Sa |
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Poster
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Tue 9:00 |
Fine-tuning Language Models over Slow Networks using Activation Quantization with Guarantees Jue WANG · Binhang Yuan · Luka Rimanic · Yongjun He · Tri Dao · Beidi Chen · Christopher Ré · Ce Zhang |
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Poster
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Wed 9:00 |
Weighted Mutual Learning with Diversity-Driven Model Compression Miao Zhang · Li Wang · David Campos · Wei Huang · Chenjuan Guo · Bin Yang |
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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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Poster
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Structural Pruning via Latency-Saliency Knapsack Maying Shen · Hongxu Yin · Pavlo Molchanov · Lei Mao · Jianna Liu · Jose M. Alvarez |