rjbruin / flexconvLinks
Code repository for the ICLR 2022 paper "FlexConv: Continuous Kernel Convolutions With Differentiable Kernel Sizes" https://openreview.net/forum?id=3jooF27-0Wy
☆116Updated 2 years ago
Alternatives and similar repositories for flexconv
Users that are interested in flexconv are comparing it to the libraries listed below
Sorting:
- TF/Keras code for DiffStride, a pooling layer with learnable strides.☆124Updated 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
- Code repository of the paper "Modelling Long Range Dependencies in ND: From Task-Specific to a General Purpose CNN" https://arxiv.org/abs…☆183Updated 3 months ago
- Implementation of LogAvgExp for Pytorch☆36Updated 4 months 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
- Drop-in replacement for any ResNet with a significantly reduced memory footprint and better representation capabilities☆208Updated last year
- Implementation of Hourglass Transformer, in Pytorch, from Google and OpenAI☆93Updated 3 years ago
- ☆68Updated 3 years ago
- A better PyTorch implementation of image local attention which reduces the GPU memory by an order of magnitude.☆141Updated 3 years ago
- Learnable Fourier Features for Multi-Dimensional Spatial Positional Encoding☆55Updated 10 months ago
- Implementation of Nyström Self-attention, from the paper Nyströmformer☆138Updated 5 months ago
- [ICCV 2021] A Pytorch implementation of "Manifold Matching via Deep Metric Learning for Generative Modeling"☆80Updated 2 years ago
- PyTorch implementation of IRMAE https//arxiv.org/abs/2010.00679☆47Updated 3 years ago
- An unopinionated replacement for PyTorch's Dataset and ImageFolder, that handles Tar archives☆77Updated 3 years ago
- Tensorflow 2 implementations of the C-SimCLR and C-BYOL self-supervised visual representation methods from "Compressive Visual Representa…☆37Updated 3 years ago
- Code for "Implicit Normalizing Flows" (ICLR 2021 spotlight)☆36Updated 4 years ago
- A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in y…☆44Updated 2 years ago
- A simple minimal implementation of Reversible Vision Transformers☆125Updated last year
- (ECCV 2022) BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks☆50Updated 2 years ago
- [ICLR 2022] "Anti-Oversmoothing in Deep Vision Transformers via the Fourier Domain Analysis: From Theory to Practice" by Peihao Wang, Wen…☆80Updated last year
- Implementation of fused cosine similarity attention in the same style as Flash Attention☆215Updated 2 years ago
- Generic image compressor for machine learning. Pytorch code for our paper "Lossy compression for lossless prediction".☆118Updated 3 years ago
- ☆164Updated 2 years ago
- The Official PyTorch Implementation of "VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models" (ICLR 2021 spotlight…☆57Updated 2 years ago
- Implementation of Uniformer, a simple attention and 3d convolutional net that achieved SOTA in a number of video classification tasks, de…☆102Updated 3 years ago
- Batch Renormalization in Pytorch☆45Updated 2 years ago
- Pytorch implementation of Generative Models as Distributions of Functions 🌿☆150Updated last year
- Code for "Scale-Equivariant Steerable Networks"☆70Updated 4 years ago
- A practical implementation of GradNorm, Gradient Normalization for Adaptive Loss Balancing, in Pytorch☆102Updated this week
- Implementation of Discrete Key / Value Bottleneck, in Pytorch☆88Updated 2 years ago