Summary of Enabling On-device Continual Learning with Binary Neural Networks, by Lorenzo Vorabbi et al.
Enabling On-device Continual Learning with Binary Neural Networksby Lorenzo Vorabbi, Davide Maltoni, Guido Borghi, Stefano…
Summary of Activations and Gradients Compression For Model-parallel Training, by Mikhail Rudakov et al.
Activations and Gradients Compression for Model-Parallel Trainingby Mikhail Rudakov, Aleksandr Beznosikov, Yaroslav Kholodov, Alexander GasnikovFirst…
Summary of Extreme Compression Of Large Language Models Via Additive Quantization, by Vage Egiazarian et al.
Extreme Compression of Large Language Models via Additive Quantizationby Vage Egiazarian, Andrei Panferov, Denis Kuznedelev,…
Summary of Eda-dm: Enhanced Distribution Alignment For Post-training Quantization Of Diffusion Models, by Xuewen Liu et al.
EDA-DM: Enhanced Distribution Alignment for Post-Training Quantization of Diffusion Modelsby Xuewen Liu, Zhikai Li, Junrui…
Summary of Hq-vae: Hierarchical Discrete Representation Learning with Variational Bayes, by Yuhta Takida et al.
HQ-VAE: Hierarchical Discrete Representation Learning with Variational Bayesby Yuhta Takida, Yukara Ikemiya, Takashi Shibuya, Kazuki…
Summary of Compressing Llms: the Truth Is Rarely Pure and Never Simple, by Ajay Jaiswal et al.
Compressing LLMs: The Truth is Rarely Pure and Never Simpleby Ajay Jaiswal, Zhe Gan, Xianzhi…
Summary of Flatenn: Train Flat For Enhanced Fault Tolerance Of Quantized Deep Neural Networks, by Akul Malhotra and Sumeet Kumar Gupta
FlatENN: Train Flat for Enhanced Fault Tolerance of Quantized Deep Neural Networksby Akul Malhotra, Sumeet…
Summary of Semantic and Effective Communication For Remote Control Tasks with Dynamic Feature Compression, by Pietro Talli et al.
Semantic and Effective Communication for Remote Control Tasks with Dynamic Feature Compressionby Pietro Talli, Francesco…
Summary of On-device Training Under 256kb Memory, by Ji Lin et al.
On-Device Training Under 256KB Memoryby Ji Lin, Ligeng Zhu, Wei-Ming Chen, Wei-Chen Wang, Chuang Gan,…