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04/03/2023
RPTQ: Reorder-based Post-training Quantization for Large Language Models
Large-scale language models (LLMs) have demonstrated outstanding perform...
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03/02/2023
BPT: Binary Point Cloud Transformer for Place Recognition
Place recognition, an algorithm to recognize the re-visited places, play...
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11/28/2022
Post-training Quantization on Diffusion Models
Denoising diffusion (score-based) generative models have recently achiev...
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07/13/2022
Lipschitz Continuity Retained Binary Neural Network
Relying on the premise that the performance of a binary neural network c...
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07/06/2022
Network Binarization via Contrastive Learning
Neural network binarization accelerates deep models by quantizing their ...
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04/23/2022
Supplementing Missing Visions via Dialog for Scene Graph Generations
Most current AI systems rely on the premise that the input visual data a...
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01/30/2022
Win the Lottery Ticket via Fourier Analysis: Frequencies Guided Network Pruning
With the remarkable success of deep learning recently, efficient network...
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08/29/2021