Name: Ansh Mittal
Type: User
Company: University of Southern California
Bio: I graduated from USC with MS CS. Worked at KNOW, Guidewire, Sociometrik and IIT Delhi. And have interests in designing ML models for healthcare & Astronomy!!
Location: Los Angeles, CA, USA
Blog: https://anshm18111996.wixsite.com/website
Ansh Mittal's Projects
A PyTorch-based Speech Toolkit
[ICML 2020] "When Does Self-Supervision Help Graph Convolutional Networks?" by Yuning You, Tianlong Chen, Zhangyang Wang, Yang Shen
Code for the paper "Spatio-Temporal Neural Networks for Space-Time Series Modeling and Relations Discovery"
Supervised Contrastive Learning for Downstream Optimized Sequence Representations
Swin Transformer C++ Implementation
Implementation of the Swin Transformer in PyTorch.
Must-read Papers on Textual Adversarial Attack and Defense
A TensorFlow implementation of Google's Tacotron speech synthesis with pre-trained model (unofficial)
Tacotron 2 - PyTorch implementation with faster-than-realtime inference
How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows
.NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C#.
A PyTorch implementation of the paper Generative Adversarial Text-to-Image Synthesis
TensorFlow implementations of Graph Neural Networks
Generic U-Net Tensorflow implementation for image segmentation
Pretrained models for TensorFlow.js
A list of all named GANs!
.NET bindings for PyTorch. Machine Learning with C# / F# with Multi-GPU/CPU support
TSP: Temporally-Sensitive Pretraining of Video Encoders for Localization Tasks
These are some basic projects that have been taught on Udemy with a hands on tutorial. They are very easy to learn and can give a general idea of programming with ReactJS and REDUX.
A brief overview of all the GANs that came out till 2018.
unet for image segmentation
PyTorch implementation of Original UNet Paper