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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"GEOM
Pytorch implementation of ICML-2024 "Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching"InfoGrowth
Efficient and Online Dataset Growth Algorithm (with cleanness and diversity awareness) to deal with growing web datapytorch-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