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VideoSys
VideoSys: An easy and efficient system for video generationNeural-Network-Parameter-Diffusion
We introduce a novel approach for parameter generation, named neural network parameter diffusion (p-diff), which employs a standard latent diffusion model to synthesize a new set of parametersInfoBatch
Lossless Training Speed Up by Unbiased Dynamic Data PruningDATM
ICLR 2024, Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory MatchingLARS-ImageNet-PyTorch
Accuracy 77%. Large batch deep learning optimizer LARS for ImageNet with PyTorch and ResNet, using Horovod for distribution. Optional accumulated gradient and NVIDIA DALI dataloader.oh-my-server
Dynamic-Tuning
The official implementation of "2024Arxiv Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation"InfoGrowth
Efficient and Online Dataset Growth Algorithm (with cleanness and diversity awareness) to deal with growing web dataPAD
Prioritize Alignment in Dataset Distillationpytorch-lamb
PyTorch implementation of LAMB for ImageNet/ResNet-50 trainingHelen
The official implementation of "Helen: Optimizing CTR Prediction Models with Frequency-wise Hessian Eigenvalue Regularization"CTRL
Pytorch implementation of "Two Trades is not Baffled: Condensing Graph via Crafting Rational Gradient Matching"Love Open Source and this site? Check out how you can help us