tk-rusch / LEMLinks
Official code for Long Expressive Memory (ICLR 2022, Spotlight)
☆70Updated 3 years ago
Alternatives and similar repositories for LEM
Users that are interested in LEM are comparing it to the libraries listed below
Sorting:
- Sequence Modeling with Multiresolution Convolutional Memory (ICML 2023)☆125Updated last year
- Code repository of the paper "Wavelet Networks: Scale-Translation Equivariant Learning From Raw Time-Series, TMLR" https://arxiv.org/abs…☆82Updated last year
- ☆31Updated 4 years ago
- AdaCat☆49Updated 3 years ago
- Sequence Modeling with Structured State Spaces☆66Updated 3 years ago
- Code repository of the paper "CKConv: Continuous Kernel Convolution For Sequential Data" published at ICLR 2022. https://arxiv.org/abs/21…☆123Updated 2 years ago
- Layerwise Batch Entropy Regularization☆23Updated 3 years ago
- Continuous Augmented Positional Embeddings (CAPE) implementation for PyTorch☆42Updated 2 years ago
- Implementation of Gated State Spaces, from the paper "Long Range Language Modeling via Gated State Spaces", in Pytorch☆101Updated 2 years ago
- ☆164Updated 2 years ago
- Relative Positional Encoding for Transformers with Linear Complexity☆64Updated 3 years ago
- ☆33Updated 2 years ago
- Code for ICLR 2021 Paper, "Anytime Sampling for Autoregressive Models via Ordered Autoencoding"☆26Updated 2 years ago
- Implementation of Mega, the Single-head Attention with Multi-headed EMA architecture that currently holds SOTA on Long Range Arena☆205Updated 2 years ago
- [ICML 2024] SIRFShampoo: Structured inverse- and root-free Shampoo in PyTorch (https://arxiv.org/abs/2402.03496)☆14Updated 9 months ago
- repo for paper: Adaptive Checkpoint Adjoint (ACA) method for gradient estimation in neural ODE☆56Updated 4 years ago
- Implementation of the Kalman Filtering Attention proposed in "Kalman Filtering Attention for User Behavior Modeling in CTR Prediction"☆58Updated last year
- Jax/Flax implementation of Variational-DiffWave.☆40Updated 3 years ago
- An implementation of soft-DTW divergences.☆135Updated 3 years ago
- A home for audio ML in JAX. Has common features, learnable frontends, pretrained supervised and self-supervised models.☆68Updated 3 years ago
- Local Attention - Flax module for Jax☆22Updated 4 years ago
- Implementation of "compositional attention" from MILA, a multi-head attention variant that is reframed as a two-step attention process wi…☆51Updated 3 years ago
- Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021)☆118Updated 4 years ago
- An implementation of Variational Autoencoders with a constant balance between reconstruction error and Kullback-leibler divergence☆20Updated 5 years ago
- Official code for Coupled Oscillatory RNN (ICLR 2021, Oral)☆47Updated 4 years ago
- Implementation of Flow++ in PyTorch☆40Updated 6 years ago
- Easy-to-use AdaHessian optimizer (PyTorch)☆79Updated 4 years ago
- Official code for UnICORNN (ICML 2021)☆28Updated 3 years ago
- Implementation of Insertion-deletion Denoising Diffusion Probabilistic Models☆30Updated 3 years ago
- A convolution-free, transformer-only version of the CycleGAN framework☆33Updated 3 years ago