Diffusion Models as Artists: Are we Closing the Gap between Humans and Machines?

1 code implementation • 27 Jan 2023 • Victor Boutin, Thomas Fel, Lakshya Singhal, Rishav Mukherji, Akash Nagaraj, Julien Colin, Thomas Serre

An important milestone for AI is the development of algorithms that can produce drawings that are indistinguishable from those of humans.

Digital Image Forensics using Deep Learning

1 code implementation • 14 Oct 2022 • Akash Nagaraj, Mukund Sood, Vivek Kapoor, Yash Mathur, Bishesh Sinha

During the investigation of criminal activity when evidence is available, the issue at hand is determining the credibility of the video and ascertaining that the video is real.

Image Forensics

Cross-domain Variational Capsules for Information Extraction

1 code implementation • 13 Oct 2022 • Akash Nagaraj, Akhil K, Akshay Venkatesh, Srikanth HR

An information extraction algorithm is proposed which is a combination of Variational Autoencoders (VAEs) and Capsule Networks.

Real-Time Automated Answer Scoring

1 code implementation • 13 Oct 2022 • Akash Nagaraj, Mukund Sood, Gowri Srinivasa

In recent years, the role of big data analytics has exponentially grown and is now slowly making its way into the education industry.

Multiple-choice

Real-time Action Recognition for Fine-Grained Actions and The Hand Wash Dataset

1 code implementation • 13 Oct 2022 • Akash Nagaraj, Mukund Sood, Chetna Sureka, Gowri Srinivasa

In this paper we present a three-stream algorithm for real-time action recognition and a new dataset of handwash videos, with the intent of aligning action recognition with real-world constraints to yield effective conclusions.

Fine-grained Action Recognition Optical Flow Estimation

A Concise Introduction to Reinforcement Learning in Robotics

no code implementations • 13 Oct 2022 • Akash Nagaraj, Mukund Sood, Bhagya M Patil

This paper aims to serve as a reference guide for researchers in reinforcement learning applied to the field of robotics.

reinforcement-learning Reinforcement Learning (RL)