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03/21/2023
ModEFormer: Modality-Preserving Embedding for Audio-Video Synchronization using Transformers
Lack of audio-video synchronization is a common problem during televisio...
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09/20/2022
GAMA: Generative Adversarial Multi-Object Scene Attacks
The majority of methods for crafting adversarial attacks have focused on...
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06/25/2022
UltraMNIST Classification: A Benchmark to Train CNNs for Very Large Images
Convolutional neural network (CNN) approaches available in the current l...
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06/04/2022
Poisson2Sparse: Self-Supervised Poisson Denoising From a Single Image
Image enhancement approaches often assume that the noise is signal indep...
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04/02/2022
A-ACT: Action Anticipation through Cycle Transformations
While action anticipation has garnered a lot of research interest recent...
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12/14/2021
Classification of histopathology images using ConvNets to detect Lupus Nephritis
Systemic lupus erythematosus (SLE) is an autoimmune disease in which the...
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08/23/2021
APObind: A Dataset of Ligand Unbound Protein Conformations for Machine Learning Applications in De Novo Drug Design
Protein-ligand complex structures have been utilised to design benchmark...
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08/05/2021
Ada-VSR: Adaptive Video Super-Resolution with Meta-Learning
Most of the existing works in supervised spatio-temporal video super-res...
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07/29/2021
Deep Quantized Representation for Enhanced Reconstruction
While machine learning approaches have shown remarkable performance in b...
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05/20/2021
Secure, Anonymity-Preserving and Lightweight Mutual Authentication and Key Agreement Protocol for Home Automation IoT Networks
Home automation Internet of Things (IoT) systems have recently become a ...
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09/16/2020
Optimal Sepsis Patient Treatment using Human-in-the-loop Artificial Intelligence
Sepsis is one of the leading causes of death in Intensive Care Units (IC...
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08/31/2020
ALANET: Adaptive Latent Attention Network forJoint Video Deblurring and Interpolation
Existing works address the problem of generating high frame-rate sharp v...
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08/13/2020
Adversarial Knowledge Transfer from Unlabeled Data
While machine learning approaches to visual recognition offer great prom...
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07/29/2020
SAFER: Development and Evaluation of an IoT Device Risk Assessment Framework in a Multinational Organization
Users of Internet of Things (IoT) devices are often unaware of their sec...
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03/21/2020