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CorrelationFilters

This is a Correlation Filters library developed at Carnegie Mellon University

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Generalized Framework for PyTorch

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RankGAN

RankGAN: A Maximum Margin Ranking GAN for Generating Faces

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intrinsic-dimensionality

PyTorch Implementation of CVPR'19 - On the Intrinsic Dimensionality of Image Representation

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PyTorch Implementation of CVPR'19 (oral) - Mitigating Information Leakage in Image Representations: A Maximum Entropy Approach

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secure-face-matching

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nsganetv1

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hers-encrypted-image-search

HERS: Homomorphically Encrypted Representation Search

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Repository for 3DFaceFill: An Analysis-by-Synthesis Approach for Face Completion

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causal-relations-between-representations

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closed-form-adversarial-representation-learning

Adversarial Representation Learning With Closed-Form Solvers (ECML 2021), Pytorch Implementation

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MUXConv

MUXConv: Information Multiplexing in Convolutional Neural Networks (CVPR '20), Pytorch Implementation

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nsganetv2

[ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search

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neural-architecture-transfer

Neural Architecture Transfer (Arxiv'20), PyTorch Implementation

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kernel-adversarial-representation-learning

On the Global Optima of Kernelized Adversarial Representation Learning (ICCV'19), PyTorch Implementation

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Information Content of Representations

Information theoretically quantifing and understanding representations

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Secure Machine Learning

Security, Privacy and Machine Learning

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Vector Correlation Filters for Car Alignment

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Cross Domain Matching

Maximum Margin Coupled Mappings

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Situational Awareness

Situational Awareness for Computer Vision Systems

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Face Alignment Robust to Pose, Expressions and Occlusions

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Biometric Key-Binding

Biometric Key-Binding using Correlation Filters

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Efficient Convolutional Neural Networks

Alternative formulations of Convolutional Neural Networks.

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Probabilistic Deformation Models

Image Matching through Non-Linear Deformations

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RainMon

End-to-end system for mining timeseries monitoring data

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Wavefront Coding

Extended Depth-of-Field Iris Recognition using Wavefront Coding

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