thuml / Flowformer
About Code release for "Flowformer: Linearizing Transformers with Conservation Flows" (ICML 2022), https://arxiv.org/pdf/2202.06258.pdf
☆304Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for Flowformer
- [ICLR 2022] Official implementation of cosformer-attention in cosFormer: Rethinking Softmax in Attention☆179Updated last year
- [CVPR 2022 Oral] Balanced MSE for Imbalanced Visual Regression https://arxiv.org/abs/2203.16427☆370Updated 2 years ago
- Official PyTorch implementation for the paper "CARD: Classification and Regression Diffusion Models"☆208Updated last year
- Code repository of the paper "Modelling Long Range Dependencies in ND: From Task-Specific to a General Purpose CNN" https://arxiv.org/abs…☆181Updated last year
- The official code for the paper: https://openreview.net/forum?id=_PHymLIxuI☆362Updated 10 months ago
- Implementation of the Transformer variant proposed in "Transformer Quality in Linear Time"☆350Updated last year
- ☆262Updated 2 years ago
- Source code of ICML'22 paper: FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting☆197Updated 2 years ago
- Source code of NeurIPS'22 paper: FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting☆34Updated 2 years ago
- FITS: Frequency Interpolation Time Series Analysis Baseline☆129Updated 3 months ago
- Simba☆182Updated 7 months ago
- Open-Source Implementations of Large Time-Series Models☆94Updated this week
- CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522☆248Updated last year
- Pytorch implementation for t-SNE with cuda to accelerate☆326Updated last year
- Code release for "LogME: Practical Assessment of Pre-trained Models for Transfer Learning" (ICML 2021) and Ranking and Tuning Pre-trained…☆203Updated last year
- [NeurIPS 2021] [T-PAMI] Global Filter Networks for Image Classification☆445Updated last year
- ☆79Updated 2 weeks ago
- Codes for "CSDI: Conditional Score-based Diffusion Models for Probabilistic Time Series Imputation"☆305Updated 8 months ago
- RWKV-TS: Beyond Traditional Recurrent Neural Network for Time Series Tasks☆76Updated 3 months ago
- Transformer based on a variant of attention that is linear complexity in respect to sequence length☆698Updated 6 months ago
- Official implementation for "TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables" (NeurIPS 2024)☆55Updated 3 weeks ago
- An official codebase of paper "Revisiting Sparse Convolutional Model for Visual Recognition"☆123Updated last year
- This is an official implementation of "ModernTCN: A Modern Pure Convolution Structure for General Time Series Analysis" (ICLR 2024 Spotli…☆201Updated 7 months ago
- Implementation of Linformer for Pytorch☆257Updated 10 months ago
- A simple cross attention that updates both the source and target in one step☆152Updated 6 months ago
- Code for "Is Mamba Effective for Time Series Forecasting?"☆205Updated 6 months ago
- The official implementation of the paper: "SST: Multi-Scale Hybrid Mamba-Transformer Experts for Long-Short Range Time Series Forecasting…☆124Updated 2 weeks ago
- ☆181Updated 11 months ago
- State Space Models☆63Updated 6 months ago
- ☆122Updated last year