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Rohan Wadhawan
Rohan Wadhawan

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Published in Towards AI

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VQ-GAN & Transformer — Taming Transformers for High-Resolution Image Synthesis: Synopsis

Summary This post summarizes the work “Taming Transformers for High-Resolution Image Synthesis” by Patrick Esser, Robin Rombach, and Björn Ommer. It highlights the key take-home messages, the scope of improvement, and the applications of this work. The article is helpful for readers interested to understand how state-of-the-art neural architectures and techniques…

Deep Learning

8 min read

Synopsis: Taming Transformers for High-Resolution Image Synthesis (VQ-GAN & Transformer)
Synopsis: Taming Transformers for High-Resolution Image Synthesis (VQ-GAN & Transformer)
Deep Learning

8 min read


Published in Towards AI

·Pinned

Synopsis: Multi-Attributed and Structured Text-to-Face Synthesis

Title: Multi-Attributed and Structured Text-to-Face Synthesis (2020) Authors: Rohan Wadhawan, Tanuj Drall, Shubham Singh, Shampa Chakraverty Publication Link: https://ieeexplore.ieee.org/abstract/document/9557583 Pre-Print Link: https://arxiv.org/abs/2108.11100 Keywords: Generative Adversarial Networks, Image Synthesis, Text-to-face Synthesis, MAST dataset, Multimodal Learning, Fréchet Inception Distance

Summary

5 min read

Synopsis: Multi-Attributed and Structured Text-to-Face Synthesis
Synopsis: Multi-Attributed and Structured Text-to-Face Synthesis
Summary

5 min read


Feb 23, 2022

Synopsis: Intelligent Monitoring of Stress Induced by Water Deficiency in Plants Using Deep Learning

Title: Intelligent Monitoring of Stress Induced by Water Deficiency in Plants Using Deep Learning (2021) Authors: Shiva Azimi, Rohan Wadhawan, Tapan K. Gandhi Publication Link: https://ieeexplore.ieee.org/abstract/document/9541228 Pre-Print Link: https://arxiv.org/abs/2104.07911 Keywords: Water Stress Monitoring, Plant Phenotyping, Agritech, Computer vision, Deep Learning (DL), Convolutional Neural Network, Long Short-Term Memory, Spatiotemporal Analysis, Explainable…

Summary

7 min read

Synopsis: Intelligent Monitoring of Stress Induced by Water Deficiency in Plants Using Deep…
Synopsis: Intelligent Monitoring of Stress Induced by Water Deficiency in Plants Using Deep…
Summary

7 min read


Feb 16, 2022

Byte-size Information to Chew on

Quick take-home messages from AI research papers — To understand the past, present, and future of AI, I have often turned to research papers. However, reading and assimilating the learnings even from a single work is time-consuming. …

Summary

2 min read

Byte-size Information to Chew on
Byte-size Information to Chew on
Summary

2 min read

Rohan Wadhawan

Rohan Wadhawan

13 Followers

Passionate about Computer Vision, Artificial Intelligence, Generative Learning, and Affective Computing. My LinkedIn https://www.linkedin.com/in/rohan-wadhawan/

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