callous-youth / BOMLLinks
Bilevel Optimization Library in Python for Multi-Task and Meta Learning
☆174Updated 4 years ago
Alternatives and similar repositories for BOML
Users that are interested in BOML are comparing it to the libraries listed below
Sorting:
- ☆58Updated last year
- A Pytorch implementation of CVPR 2021 paper "RSG: A Simple but Effective Module for Learning Imbalanced Datasets"☆107Updated 3 years ago
- A Python Library for Deep Probabilistic Models☆158Updated 8 months ago
- [ICML22] "Revisiting and Advancing Fast Adversarial Training through the Lens of Bi-level Optimization" by Yihua Zhang*, Guanhua Zhang*, …☆65Updated 2 years ago
- [NeurIPS22] "Advancing Model Pruning via Bi-level Optimization" by Yihua Zhang*, Yuguang Yao*, Parikshit Ram, Pu Zhao, Tianlong Chen, Min…☆117Updated 2 years ago
- [ICLR2021] Official Pytorch implementation of "When Optimizing f-Divergence is Robust with Label noise"☆67Updated 2 years ago
- Human annotated noisy labels for CIFAR-10 and CIFAR-100. The website of CIFAR-N is available at http://www.noisylabels.com/.☆172Updated 2 years ago
- This is the available code for the paper `An evidential classifier based on Dempster-Shafer theory and deep learning' (arXiv preprint arX…☆72Updated 2 years ago
- Repository for solving discrete optimal transport problems via Cplex, Sinkhorn, FastEMD and the GPU implementation of SparseSinkhorn,☆49Updated last year
- [NeurIPS 2021 Spotlight] The PyTorch implementation of paper "Self-Supervised Learning Disentangled Group Representation as Feature"☆121Updated last year
- Pytorch implementations of most popular image-translation GANs, including Pixel2Pixel, CycleGAN and StarGAN.☆100Updated 6 years ago
- A Second-Order Approach to Learning with Instance-Dependent Label Noise (CVPR'21 oral)☆42Updated 2 years ago
- [ICML2022 Long Talk] Official Pytorch implementation of "To Smooth or Not? When Label Smoothing Meets Noisy Labels"☆97Updated 2 years ago
- Learning with Noisy Labels by adopting a peer prediction loss function (deep learning & multi-class version).☆19Updated 2 years ago
- Low-Light Image Enhancement with Semi-Decoupled Decomposition☆67Updated 4 years ago
- A Pytorch implementation of ICML 2022 paper "NP-Match: When Neural Processes meet Semi-Supervised Learning"☆98Updated last year
- Simple Pytorch implementations of most used Generative Adversarial Network (GAN) varieties.☆84Updated 6 years ago
- CVPR 2022 Workshop Robust Classification☆78Updated 3 years ago
- This repository provides some codes and results for modulation classification by using deep learning.☆17Updated 4 years ago
- Our code for paper 'The art of defense: letting networks fool the attacker', IEEE Transactions on Information Forensics and Security, 202…☆10Updated 2 years ago
- Using multiple models (CNN, LeNet-5, ResNet, VGG) to implement IQA and compare their performance☆31Updated 2 years ago
- [Medical Physics, 2021] Medical Image Segmentation Based on Attention mechanism(Fine-Tune for natural image[semantic/instance] segmentati…☆4Updated last year
- GMoE could be the next backbone model for many kinds of generalization task.☆273Updated 2 years ago
- Practical Detection of Trojan Neural Networks☆119Updated 4 years ago
- Code of EMFusion: An unsupervised enhanced medical image fusion network☆34Updated 3 years ago
- [ICLR 2023] Official Tensorflow implementation of "Distributionally Robust Post-hoc Classifiers under Prior Shifts"☆34Updated last year
- [ECCV2022,oral] Identifying Hard Noise in Long-Tailed Sample Distribution☆73Updated 2 years ago
- ☆61Updated 4 years ago
- Code for MICCAI Workshop 2019 paper "Structural Similarity based Anatomical and Functional Brain Imaging Fusion"☆41Updated last year
- [AAAI2021] The source code for our paper 《Enhancing Unsupervised Video Representation Learning by Decoupling the Scene and the Motion》.☆97Updated 2 years ago