Rohit Jena | projects

All projects contain code and may have a project page too. I highly recommend checking out the code as well if you’re interested in the project. We can also chat about it (shoot me an email).

work

BC + GAIL

Augmenting GAIL with BC for sample efficient imitation learning. Presented at CoRL 2020.

Data augmentation for fewshot learning

MA3 - Model Agnostic Adversarial Augmentation for Few Shot learning (Best paper CVPR workshop 2020)

Objects that sound

Unofficial implementation of the paper "Objects that Sound" by Arandjelović et. al. Course project for Advanced Machine Learning course at IIT Bombay.

Reward bias in GAIL

Addressing reward bias in Adversarial Imitation Learning with unbiased reward functions in Tensorflow. Accepted at Deep RL workshop at NeurIPS 2020.

Automatic watermark removal

Perhaps my most starred project. This was a project that was built as part of project for CS663 (Digital Image Processing). This is a crude Python implementation of the paper "On The Effectiveness Of Visible Watermarks", Tali Dekel, Michael Rubinstein, Ce Liu and William T. Freeman, Conference on Computer Vision and Pattern Recongnition (CVPR), 2017.

Variational Autoencoder with Arbitrary Conditioning

Unofficial implementation of the paper ICLR '19 paper "Variational Autoencoder with Arbitrary Conditioning"

Adversarial Pose Estimation

A PyTorch implementation of the paper `Adversarial PoseNet- A Structure-aware Convolutional Network for Human Pose Estimation`. Course project for Computer Vision course at IIT Bombay

fun

Samay Raina chess bot

Chess bots built on top of Stockfish chess engine

Crop Disease Detection

An android app + NN backend to detect crops from images

Texture Synthesis

This repository is an implementation of the image quilting algorithm for texture synthesis using Python. Done for leisure and to implement details from an older paper