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08/27/2023
FaceCoresetNet: Differentiable Coresets for Face Set Recognition
In set-based face recognition, we aim to compute the most discriminative...
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08/22/2023
Coarse-to-Fine Multi-Scene Pose Regression with Transformers
Absolute camera pose regressors estimate the position and orientation of...
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05/13/2023
Image Segmentation via Probabilistic Graph Matching
This work presents an unsupervised and semi-automatic image segmentation...
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05/04/2023
Age-Invariant Face Embedding using the Wasserstein Distance
In this work, we study face verification in datasets where images of the...
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04/23/2023
Deep Convolutional Tables: Deep Learning without Convolutions
We propose a novel formulation of deep networks that do not use dot-prod...
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03/05/2023
Learning to Localize in Unseen Scenes with Relative Pose Regressors
Relative pose regressors (RPRs) localize a camera by estimating its rela...
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03/05/2023
Estimating Extreme 3D Image Rotation with Transformer Cross-Attention
The estimation of large and extreme image rotation plays a key role in m...
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03/05/2023
HyperPose: Camera Pose Localization using Attention Hypernetworks
In this study, we propose the use of attention hypernetworks in camera p...
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10/07/2022
Learning to embed semantic similarity for joint image-text retrieval
We present a deep learning approach for learning the joint semantic embe...
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07/12/2022
Camera Pose Auto-Encoders for Improving Pose Regression
Absolute pose regressor (APR) networks are trained to estimate the pose ...
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02/25/2022
FSGANv2: Improved Subject Agnostic Face Swapping and Reenactment
We present Face Swapping GAN (FSGAN) for face swapping and reenactment. ...
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01/17/2022
Synthesis and Reconstruction of Fingerprints using Generative Adversarial Networks
Deep learning-based models have been shown to improve the accuracy of fi...
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03/21/2021
Paying Attention to Activation Maps in Camera Pose Regression
Camera pose regression methods apply a single forward pass to the query ...
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03/21/2021
Learning Multi-Scene Absolute Pose Regression with Transformers
Absolute camera pose regressors estimate the position and orientation of...
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03/20/2021
Paying Attention to Multiscale Feature Maps in Multimodal Image Matching
We propose an attention-based approach for multimodal image patch matchi...
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03/17/2021
Hierarchical Attention-based Age Estimation and Bias Estimation
In this work we propose a novel deep-learning approach for age estimatio...
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09/12/2020
A Unified Approach to Kinship Verification
In this work, we propose a deep learning-based approach for kin verifica...
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08/27/2020
DeepFake Detection Based on the Discrepancy Between the Face and its Context
We propose a method for detecting face swapping and other identity manip...
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08/16/2019
FSGAN: Subject Agnostic Face Swapping and Reenactment
We present Face Swapping GAN (FSGAN) for face swapping and reenactment. ...
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11/03/2018
Auto-ML Deep Learning for Rashi Scripts OCR
In this work we propose an OCR scheme for manuscripts printed in Rashi f...
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10/30/2018
Multimodal matching using a Hybrid Convolutional Neural Network
In this work we propose a novel Convolutional Neural Network (CNN) archi...
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09/22/2018
SelfKin: Self Adjusted Deep Model For Kinship Verification
One of the unsolved challenges in the field of biometrics and face recog...
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05/03/2018
Facial Landmark Point Localization using Coarse-to-Fine Deep Recurrent Neural Network
Facial landmark point localization is a typical problem in computer visi...
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11/20/2014