Top Tweets for #DATAfreequantization

about 2 years ago

(#ECCV2024, #PTQ, #DATAfreequantization #Visiontransformer, #EfficientAI) With the growing demand for model post training quantization under limited or no access to training data, there is increasing surge of data free approaches! However, data free approaches generally fall short in terms of model performance compared to that tuned with real data. In two of our recently accepted #ECCV2024 papers on data-free quantization we take two different avenues towards solving the long pending problem: 1. GenQ (diffusion guided approach to syn. data generation) https://t.co/oCQvjxj4vk (collab. with @priyapanda12 Intelligent Computing Lab@Yale + @IntelAI ) 2. CLAMP-ViT (A contrastive learning based approach for accurate syn. data generation https://t.co/SJPjmQb6Jg (collab. with @tusharkrishna29 Synergylab@GaTech + @IntelAI )

thisissouvikk's tweet photo. (#ECCV2024, #PTQ, #DATAfreequantization #Visiontransformer, #EfficientAI)
With the growing demand for model post training quantization under limited or no access to training data, there is increasing surge of data free approaches! However, data free approaches generally fall short in terms of model performance compared to that tuned with real data. In two of our recently accepted #ECCV2024 papers on data-free quantization we take two different avenues towards solving the long pending problem:
1. GenQ (diffusion guided approach to syn. data generation) https://t.co/oCQvjxj4vk (collab. with @priyapanda12 Intelligent Computing Lab@Yale + @IntelAI )
2. CLAMP-ViT (A contrastive learning based approach for accurate syn. data generation https://t.co/SJPjmQb6Jg (collab. with @tusharkrishna29 Synergylab@GaTech + @IntelAI )

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Top Tweets for #DATAfreequantization

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