Sharath-girish / LilNetX
Official PyTorch implementation of LilNetX: Lightweight Networks with EXtreme Model Compression and Structured Sparsification
☆46Updated 2 years ago
Alternatives and similar repositories for LilNetX:
Users that are interested in LilNetX are comparing it to the libraries listed below
- ☆31Updated 10 months ago
- [NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "EcoFormer: Energy-Saving Attention with Linear Complexity"☆71Updated 2 years ago
- PyTorch implementation of the paper The Lottery Ticket Hypothesis for Object Recognition☆23Updated 4 years ago
- Code repository for the ICLR 2022 paper "FlexConv: Continuous Kernel Convolutions With Differentiable Kernel Sizes" https://openreview.ne…☆115Updated 2 years ago
- Implementing DropPath/StochasticDepth in PyTorch☆16Updated 3 years ago
- ImageNet-12k subset of ImageNet-21k (fall11)☆21Updated last year
- Implementation of "compositional attention" from MILA, a multi-head attention variant that is reframed as a two-step attention process wi…☆50Updated 2 years ago
- Cyclic Differentiable Architecture Search☆36Updated 3 years ago
- PRIME: A Few Primitives Can Boost Robustness to Common Corruptions☆42Updated 2 years ago
- PyTorch reimplementation of the paper "HyperMixer: An MLP-based Green AI Alternative to Transformers" [arXiv 2022].☆17Updated 3 years ago
- Generate bird's-eye views of conference proceedings.☆24Updated 4 months ago
- ☆19Updated 3 years ago
- A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in y…☆45Updated 2 years ago
- A implement of run-length encoding for Pytorch tensor using CUDA☆11Updated 4 years ago
- ☆51Updated 10 months ago
- ☆22Updated 2 years ago
- [ICLR 2022] "Unified Vision Transformer Compression" by Shixing Yu*, Tianlong Chen*, Jiayi Shen, Huan Yuan, Jianchao Tan, Sen Yang, Ji Li…☆52Updated last year
- Official code for the paper "Image generation with shortest path diffusion" accepted at ICML 2023.☆23Updated last year
- ☆50Updated last year
- ☆20Updated 2 years ago
- Dynamic Neural Architecture Search Toolkit☆30Updated 4 months ago
- DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN Training (ICLR 2023)☆30Updated 2 years ago
- [Preprint] Why is the State of Neural Network Pruning so Confusing? On the Fairness, Comparison Setup, and Trainability in Network Prunin…☆40Updated 2 years ago
- [ICLR 2022] "As-ViT: Auto-scaling Vision Transformers without Training" by Wuyang Chen, Wei Huang, Xianzhi Du, Xiaodan Song, Zhangyang Wa…☆76Updated 3 years ago
- ☆25Updated 3 years ago
- Repository for the PopulAtion Parameter Averaging (PAPA) paper☆26Updated last year
- ☆41Updated 4 years ago
- DeltaCNN End-to-End CNN Inference of Sparse Frame Differences in Videos☆59Updated 2 years ago
- Implementation of Kronecker Attention in Pytorch☆18Updated 4 years ago
- Simple notebooks to learn diffusion models on toy datasets☆17Updated 2 years ago