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Astha Verma's Projects

cs231 icon cs231

Complete Assignments for CS231n: Convolutional Neural Networks for Visual Recognition

dg-net icon dg-net

Joint Discriminative and Generative Learning for Person Re-identification. CVPR'19 (Oral)

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Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification CVPR 2019

espgan icon espgan

We extend the SPGAN (our prior work in CVPR2018) to an end-to-end version, named eSPGAN. https://arxiv.org/pdf/1811.10551.pdf

gama-gat icon gama-gat

Guided Adversarial Attack for Evaluating and Enhancing Adversarial Defenses, NeurIPS Spotlight 2020

hbf-net icon hbf-net

Simulation code for "Unsupervised Deep Learning for Massive MIMO Hybrid Beamforming" by Hamed Hojatian, Jeremy Nadal, Jean-Francois Frigon, Francois Leduc-Primeau, 2020.

hhl icon hhl

Generalizing A Person Retrieval Model Hetero- and Homogeneously ECCV 2018

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We develop a black-box adversarial attack method against potential deepfake models based on image-to-image translation GANs utilizing 3 optimization tricks.

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Pytorch implementation for M^3L

maml-pytorch icon maml-pytorch

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

mancs icon mancs

Mancs: A multi-task attentional network with curriculum sampling for person re-identification

openpose icon openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

past-reid icon past-reid

Self-Training with Progressive Augmentation for Unsupervised Cross-Domain Person Re-identification

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