takerum
Ph.D. student @ Autonomous Vision Group, University of Tübingen. Part-time researcher for Preferred Networks, Inc.
Autonomous vision group, University of Tübingen
Pinned Repositories
akorn
Artificial Kuramoto Oscillatory Neurons
gta
[ICLR'24] GTA: A Geometry-Aware Attention Mechanism for Multi-view Transformers
sngan_projection
GANs with spectral normalization and projection discriminator
adversarial_autoencoder
Implementation of Adversarial Autoencoder with Theano
meta_sequential_prediction
models
Models built with TensorFlow
vae
Implementation of Variational Auto Encoder with Chainer
vat
Code for reproducing the results on the MNIST dataset in the paper "Distributional Smoothing with Virtual Adversarial Training"
vat_chainer
Implementation of Virtual adversarial training with chainer
vat_tf
Virtual adversarial training with Tensorflow
takerum's Repositories
takerum/vat_tf
Virtual adversarial training with Tensorflow
takerum/vat
Code for reproducing the results on the MNIST dataset in the paper "Distributional Smoothing with Virtual Adversarial Training"
takerum/adversarial_autoencoder
Implementation of Adversarial Autoencoder with Theano
takerum/vat_chainer
Implementation of Virtual adversarial training with chainer
takerum/meta_sequential_prediction
takerum/models
Models built with TensorFlow
takerum/vae
Implementation of Variational Auto Encoder with Chainer
takerum/akorn_clevrtex
AKOrN
takerum/certifiable-distributional-robustness
Certifying Some Distributional Robustness with Principled Adversarial Training (https://arxiv.org/abs/1710.10571)
takerum/chainer
A flexible framework of neural networks for deep learning
takerum/chainer-gan-lib
Chainer implementation of recent GAN variants
takerum/chainer-ResNet
Deep Residual Network implementation by Chainer
takerum/cupy
NumPy-like API accelerated with CUDA
takerum/diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
takerum/DiT
Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"
takerum/EscherNet
EscherNet: A Generative Model for Scalable View Synthesis
takerum/LSGAN
Chainer implementation of Least Squares GAN (LSGAN)
takerum/mini-ImageNet
Generate mini-ImageNet with ImageNet for fewshot learning
takerum/Prototypical-Networks-for-Few-shot-Learning-PyTorch
Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch
takerum/pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
takerum/Sprites
Sprites video data used in the ICML 2018 paper
takerum/srt
Independent PyTorch implementation of Scene Representation Transformer
takerum/StackGAN
takerum/tensorflow-resnet
ResNet model in TensorFlow
takerum/vision
Datasets, Transforms and Models specific to Computer Vision