Ayush Jaiswal | DeepAI

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∙ 08/20/2023

FashionNTM: Multi-turn Fashion Image Retrieval via Cascaded Memory

Multi-turn textual feedback-based fashion image retrieval focuses on a r...

0 Anwesan Pal, et al. ∙

∙ 04/18/2021

Style-Aware Normalized Loss for Improving Arbitrary Style Transfer

Neural Style Transfer (NST) has quickly evolved from single-style to inf...

0 Jiaxin Cheng, et al. ∙

∙ 11/28/2020

Class-agnostic Object Detection

Object detection models perform well at localizing and classifying objec...

0 Ayush Jaiswal, et al. ∙

∙ 11/23/2020

MEG: Multi-Evidence GNN for Multimodal Semantic Forensics

Fake news often involves semantic manipulations across modalities such a...

3 Ekraam Sabir, et al. ∙

∙ 12/02/2019

Discovery and Separation of Features for Invariant Representation Learning

Supervised machine learning models often associate irrelevant nuisance f...

47 Ayush Jaiswal, et al. ∙

∙ 11/11/2019

Invariant Representations through Adversarial Forgetting

We propose a novel approach to achieving invariance for deep neural netw...

29 Ayush Jaiswal, et al. ∙

∙ 07/07/2019

NIESR: Nuisance Invariant End-to-end Speech Recognition

Deep neural network models for speech recognition have achieved great su...

0 I-Hung Hsu, et al. ∙

∙ 05/07/2019

Unified Adversarial Invariance

We present a unified invariance framework for supervised neural networks...

0 Ayush Jaiswal, et al. ∙

∙ 05/02/2019

Recurrent Convolutional Strategies for Face Manipulation Detection in Videos

The spread of misinformation through synthetically generated yet realist...

0 Ekraam Sabir, et al. ∙

∙ 05/02/2019

Recurrent-Convolution Approach to DeepFake Detection - State-Of-Art Results on FaceForensics++

Spread of misinformation has become a significant problem, raising the i...

0 Ekraam Sabir, et al. ∙

∙ 03/08/2019

RoPAD: Robust Presentation Attack Detection through Unsupervised Adversarial Invariance

For enterprise, personal and societal applications, there is now an incr...

0 Ayush Jaiswal, et al. ∙

∙ 03/02/2019

AIRD: Adversarial Learning Framework for Image Repurposing Detection

Image repurposing is a commonly used method for spreading misinformation...

0 Ayush Jaiswal, et al. ∙

∙ 09/26/2018

Unsupervised Adversarial Invariance

Data representations that contain all the information about target varia...

4 Ayush Jaiswal, et al. ∙

∙ 05/02/2018

Large-Scale Unsupervised Deep Representation Learning for Brain Structure

Machine Learning (ML) is increasingly being used for computer aided diag...

0 Ayush Jaiswal, et al. ∙

∙ 02/17/2018

CapsuleGAN: Generative Adversarial Capsule Network

We present Generative Adversarial Capsule Network (CapsuleGAN), a framew...

0 Ayush Jaiswal, et al. ∙

∙ 11/20/2017

Bidirectional Conditional Generative Adversarial Networks

Conditional variants of Generative Adversarial Networks (GANs), known as...

0 Ayush Jaiswal, et al. ∙

∙ 07/06/2017

Multimedia Semantic Integrity Assessment Using Joint Embedding Of Images And Text

Real world multimedia data is often composed of multiple modalities such...

0 Ayush Jaiswal, et al. ∙

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