jramapuram / LifelongVAE_pytorch
pytorch implementation of https://arxiv.org/abs/1705.09847
☆14Updated 5 years ago
Alternatives and similar repositories for LifelongVAE_pytorch:
Users that are interested in LifelongVAE_pytorch are comparing it to the libraries listed below
- PyTorch code for NeurIPSW 2020 paper (4th Workshop on Meta-Learning) "Few-Shot Unsupervised Continual Learning through Meta-Examples"☆20Updated 4 years ago
- ☆53Updated 5 years ago
- ☆40Updated 3 years ago
- ☆19Updated 5 years ago
- Distributional and Outlier Robust Optimization (ICML 2021)☆26Updated 3 years ago
- Learning generative models with Sinkhorn Loss☆28Updated 6 years ago
- ☆31Updated 2 years ago
- The code for our NeurIPS 2021 paper "Kernelized Heterogeneous Risk Minimization".☆12Updated 3 years ago
- Codes for Causal Semantic Generative model (CSG), the model proposed in "Learning Causal Semantic Representation for Out-of-Distribution …☆73Updated 3 years ago
- Diagnosing Vulnerability of Variational Auto-Encoders to Adversarial Attacks☆13Updated 3 years ago
- Automatic Recall Machines: Internal Replay, Continual Learning and the Brain☆11Updated 4 years ago
- ☆20Updated 4 years ago
- ☆18Updated 3 years ago
- A PyTorch implementation of "Meta-Amortized Variational Inference and Learning" (https://arxiv.org/abs/1902.01950)☆14Updated 5 years ago
- Implementation of 'DIVA: Domain Invariant Variational Autoencoders'☆102Updated 5 years ago
- This repository demonstrates the application of our proposed task-free continual learning method on a synthetic experiment.☆13Updated 5 years ago
- Neuro-Inspired Stability-Plasticity Adaptation for Sparse Continual Learning☆20Updated 2 years ago
- Stochastic algorithms for computing Regularized Optimal Transport☆57Updated 6 years ago
- A study on the following problems: what the memorization problem is in meta-learning; why memorization problem happens; and how we can pr…☆21Updated 2 years ago
- Implementation of [Progressive Neural Networks](https://arxiv.org/abs/1606.04671) using Pytorch Framework☆52Updated 5 years ago
- Code for NeurIPS 2020 Paper --- Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks☆21Updated 2 years ago
- Sinkhorn Label Allocation is a label assignment method for semi-supervised self-training algorithms. The SLA algorithm is described in fu…☆53Updated 3 years ago
- ☆36Updated 3 years ago
- Learning Autoencoders with Relational Regularization☆46Updated 4 years ago
- Code for "Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent" (ICML 2020 - Lifelong Learning Workshop)☆42Updated 2 years ago
- Codes for 'Deep Deterministic Information Bottleneck with Matrix-based entropy functional' in ICASSP 2021☆13Updated 2 years ago
- This repository hosts the dataset and source code for "A causal view of compositional zero-shot recognition". Yuval Atzmon, Felix Kreuk, …☆27Updated 3 years ago
- ☆10Updated 6 years ago
- MLTI for ICLR 2022☆30Updated 2 years ago
- Pytorch Implementation of the Nonlinear Information Bottleneck☆39Updated 9 months ago