Pinned Repositories
AST
Get more at once: Alternating Sparse Training with Gradient Correction
Awesome-Pruning
A curated list of neural network pruning resources.
eee511_team03_finalproject
Final project of EEE 511 Final project (Spring 2020)
resnet_quantization_pruning
ResNet quantization & pruning based on (Yang, AAAI2020)
SACL-XD
Slimmed Asymmetrical Contrastive Learning and Cross Distillation for Lightweight Model Training
TorchInference_RRAM
Pytorch based RRAM inference.
TorchInference_SRAM
SRAM inference simulator implemented by Pytorch
UKF_Implementation
The repo that used for Unscented Kalman Filter implementation
torch2chip
Torch2Chip (MLSys, 2024)
mengjian0502's Repositories
mengjian0502/AST
Get more at once: Alternating Sparse Training with Gradient Correction
mengjian0502/TorchInference_RRAM
Pytorch based RRAM inference.
mengjian0502/SACL-XD
Slimmed Asymmetrical Contrastive Learning and Cross Distillation for Lightweight Model Training
mengjian0502/TorchInference_SRAM
SRAM inference simulator implemented by Pytorch
mengjian0502/BASNN_Pytorch
A Pytorch implementation of BASNN (Yin, BioCAS, 2017)
mengjian0502/BNFusionTrain
Training DNN model with BatchNorm Fusion.
mengjian0502/CNNTrain_Scratch
Implementation of CNN from scratch with Pytorch Basic functions
mengjian0502/dabs-nmae
A Domain-Agnostic Benchmark for Self-Supervised Learning with Lightweight model
mengjian0502/DNN_FloatTrain_Scratch
Low precision floating point training from scratch (Draft version)
mengjian0502/EEE598_FinalProj
EEE598 Spring 2021 Final Project: Software model
mengjian0502/GroupLasso_Quant
Combination of group lasso and quantization
mengjian0502/mengjian0502.github.io
Jian Meng's personal web page
mengjian0502/mipnerf_pl_n2m2
Unofficial pytorch-lightning implement of Mip-NeRF
mengjian0502/NCHW-Tutorial
Tutorial for NCHW
mengjian0502/NN-IMC
Hardware performance for DNN model IMC operation
mengjian0502/NonLinearADCTrain
mengjian0502/POCA
PyTorch Implementation of POCA: Post Training Quantization of Codec Avatar (ECCV, 2024)
mengjian0502/POCA-project-page
A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/
mengjian0502/poca.github.io
POCA: Post-training Quantization with Temporal Alignment for Codec Avatars (ECCV 2024)
mengjian0502/PyTorch-SR
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution
mengjian0502/solo-learn-sparse
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
mengjian0502/sparse-mae
Sparse MAE training with N:M sparsity.
mengjian0502/SpikingSummary
mengjian0502/StructuredCG_RRAM
Structured Channel Gating for RRAM inference
mengjian0502/STSG
ICLR submission 3180: Log files of STSG with VGG7 and VGG9 architectures
mengjian0502/STSG-UnstableLog
mengjian0502/t2c-doc
Documentation of Torch2Chip (MLSys, 2024)
mengjian0502/Torch_INTQ
INT8 acceleration based on Pytorch Quantization API
mengjian0502/TorchNerF
Pytorch Implementation of NerF
mengjian0502/zipnerf-pytorch
Unofficial implementation of ZipNeRF (and some add-ons for ISSCC)