Projects in Awesome Lists tagged with efficient-deep-learning
A curated list of projects in awesome lists tagged with efficient-deep-learning .
https://github.com/vainf/torch-pruning
[CVPR 2023] DepGraph: Towards Any Structural Pruning
channel-pruning cvpr2023 depgraph efficient-deep-learning model-compression network-pruning pruning structural-pruning structured-pruning
Last synced: 12 May 2025
https://github.com/VainF/Torch-Pruning
[CVPR 2023] DepGraph: Towards Any Structural Pruning
channel-pruning cvpr2023 depgraph efficient-deep-learning model-compression network-pruning pruning structural-pruning structured-pruning
Last synced: 20 Mar 2025
https://github.com/MingSun-Tse/EfficientDNNs
Collection of recent methods on (deep) neural network compression and acceleration.
deep-learning deep-neural-networks efficient-deep-learning knowledge-distillation model-compression network-pruning
Last synced: 27 Apr 2025
https://github.com/MingSun-Tse/Efficient-Deep-Learning
Collection of recent methods on (deep) neural network compression and acceleration.
deep-learning deep-neural-networks efficient-deep-learning knowledge-distillation model-compression network-pruning
Last synced: 16 Mar 2025
https://github.com/mryab/efficient-dl-systems
Efficient Deep Learning Systems course materials (HSE, YSDA)
cuda deep-learning distributed-training efficient-deep-learning machine-learning ml-infrastructure mlops pytorch
Last synced: 15 May 2025
https://github.com/chaitjo/efficient-gnns
Code and resources on scalable and efficient Graph Neural Networks
contrastive-learning efficient-deep-learning efficient-neural-networks gnn graph-convolutional-networks graph-neural-networks graph-representation-learning knowledge-distillation scalable-deep-learning
Last synced: 05 Apr 2025
https://github.com/vainf/diff-pruning
[NeurIPS 2023] Structural Pruning for Diffusion Models
diffusion-models efficient-deep-learning model-compression network-pruning pytorch structured-pruning
Last synced: 11 Apr 2025
https://github.com/LMD0311/DAPT
[CVPR 2024] Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis
3d-point-clouds cvpr2024 efficient-deep-learning point-cloud
Last synced: 20 Mar 2025
https://github.com/VainF/Diff-Pruning
[NeurIPS 2023] Structural Pruning for Diffusion Models
diffusion-models efficient-deep-learning model-compression network-pruning pytorch structured-pruning
Last synced: 13 Mar 2025
https://github.com/jerryfeng2003/PointGST
Parameter-Efficient Fine-Tuning in Spectral Domain for Point Cloud Learning
3d-point-clouds efficient-deep-learning point-cloud
Last synced: 03 Mar 2025
https://github.com/roim1998/apt
[ICML'24 Oral] APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference
bert efficient-deep-learning llama2 llm llm-finetuning peft peft-fine-tuning-llm pruning roberta t5
Last synced: 16 May 2025
https://github.com/tallamjr/astronet
Efficient Deep Learning for Real-time Classification of Astronomical Transients and Multivariate Time-series
astroinformatics deep-compression deep-learning depthwise-separable-convolutions efficient-deep-learning real-time tflite time-series time-series-classification transformers
Last synced: 07 May 2025
https://github.com/vita-group/peek-a-boo
[ICLR 2022] "Peek-a-Boo: What (More) is Disguised in a Randomly Weighted Neural Network, and How to Find It Efficiently", by Xiaohan Chen, Jason Zhang and Zhangyang Wang.
deep-learning efficient-deep-learning sparse-neural-networks
Last synced: 19 Apr 2025
https://github.com/deeplite/activ-sparse
Official PyTorch training code of Accelerating Deep Neural Networks via Semi-Structured Activation Sparsity (ICCV2023-RCV)
deep-neural-networks efficient-deep-learning efficient-inference low-latency raspberry-pi sparsity tinyml
Last synced: 09 Apr 2025
https://github.com/adrianbzg/tinyroberta-distillation-qa-es
Code for "Language Model Knowledge Distillation for Efficient Question Answering in Spanish" (ICLR 2024 Tiny Papers)
deep-learning efficient-deep-learning knowledge-distillation language-model natural-language-processing question-answering spanish
Last synced: 09 Apr 2025
