LOG-postech / Sassha
Official Pytorch code for "SASSHA: Sharpness-aware Adaptive Second-order Optimization With Stable Hessian Approximation"
β12Updated last week
Alternatives and similar repositories for Sassha:
Users that are interested in Sassha are comparing it to the libraries listed below
- Code for reproducing the results from arXiv paper "Critical Influence of Overparameterization on Sharpness-aware Minimization"β17Updated 9 months ago
- β11Updated 3 weeks ago
- π¨ Malet (Machine Learning Experiment Tool) is a tool for efficient machine learning experiment execution, logging, analysis, and plot maβ¦β17Updated 2 months ago
- β25Updated last month
- β23Updated last year
- β16Updated 2 years ago
- [NeurIPS 2021] code for "Taxonomizing local versus global structure in neural network loss landscapes" https://arxiv.org/abs/2107.11228β19Updated 3 years ago
- Comparison of method "Pruning at initialization prior to training" (Synflow/SNIP/GraSP) in PyTorchβ16Updated 10 months ago
- Implement of Dynamic Model Pruning with Feedback with pytorchβ39Updated 2 years ago
- β83Updated last year
- νκ΅μ΄ μμ± λ¬Έμμ μμ μ¬μ€ κ΄κ³μ λν μ€λͺ κΈ°μβ14Updated 3 months ago
- Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples [NeurIPS 2021]β31Updated 3 years ago
- [ICML2022] Training Your Sparse Neural Network Better with Any Mask. Ajay Jaiswal, Haoyu Ma, Tianlong Chen, ying Ding, and Zhangyang Wangβ27Updated 2 years ago
- Official Implementation of "The Role of Masking for Efficient Supervised Knowledge Distillation of Vision Transformers (ECCV 2024)ββ21Updated 2 months ago
- [Deep Unlearning-PyTorch] Class Forgetting as in paper "Deep Unlearning: Fast and Efficient Training-free Approach to Controlled Forgettiβ¦β14Updated 8 months ago
- Codes for "Learning bounds for risk-sensitive learning," NeurIPS 2020 (or see arXiv 2006.08138)β11Updated 4 years ago
- β30Updated 3 years ago
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".β99Updated last year
- β56Updated 2 years ago
- Official implementation of "Multi-armed Bandit Algorithm against Strategic Replication"β14Updated 2 years ago
- PyTorch implementation of Mixer-nano (#parameters is 0.67M, originally Mixer-S/16 has 18M) with 90.83 % acc. on CIFAR-10. Training from sβ¦β31Updated 3 years ago
- Official Implementation of Robustifying and Boosting Training-Free Neural Architecture Searchβ11Updated last year
- Implementation network trimming using pytorchβ13Updated 4 years ago
- β10Updated last year
- Soft Threshold Weight Reparameterization for Learnable Sparsityβ88Updated 2 years ago
- tiny-imagenet dataset downloader & reader using tensorflow_datasets (tfds) apiβ20Updated 5 years ago
- 2022_AAAI accepted paper, NaturalInversion:Data-Free Image Synthesis Improving Real-World Consistencyβ10Updated 3 years ago
- β40Updated 3 years ago
- Pytorch implementation of the paper "SNIP: Single-shot Network Pruning based on Connection Sensitivity" by Lee et al.β107Updated 5 years ago
- Repository for Deep Learning Theory papersβ16Updated last year