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jhakrraman / Physics-Informed-Machine-Learning-2025-NYU

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This repository contains all Assignments and Lecture Slides from the Physics Informed Machine learning course by Prof. Augustin Guibaud in Spring 2025 at NYU.

machine-learning neural-network neural-networks new-york-university nyu machine-learning-models machine-learning-projects physics-informed-learning physics-informed-neural-network physics-informed-neural-networks physics-informed-ml machinel-learning-algorithms physics-informed-machine-learning
  • Updated May 29, 2025

jhakrraman / Deep-Learning-NYU-Spring-2025

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This reporsitory contains all the Homeworks, and Projects from the Deep Learning Course by Prof. Chinmay Hegde, in Spring 2025, at NYU.

natural-language-processing reinforcement-learning computer-vision deep-learning deep-learning-algorithms reinforcement-learning-algorithms new-york-university nyu natural-language-understanding computer-vision-algorithms deep-learning-models deep-learning-projects computer-vision-projects vision-language-transformer llms vision-language-model vision-language-learning vision-language-models
  • Updated May 29, 2025

jhakrraman / Embodied-Learning-and-Vision-Spring-2025-NYU

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This repository contains all the lecture slides, paper reviews, topic presentation, project proposal, and final project report of the Embodied Learning and Vision course by Prof. Mengye Ren in Spring 2025 at NYU.

reinforcement-learning new-york-university nyu robot-learning model-predictive-control embodied-artificial-intelligence embodied-agent embodied-ai embodied-vision llms embodied-learning embodied-intelligence
  • Updated May 29, 2025

AshhAgrawal / Deep-Learning-Adversarial-Attacks-on-ResNet-34

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Implementation and evaluation for Deep Learning Project 3 (Spring 2025, NYU Tandon). We attack a pretrained ResNet-34 model using ℓ∞-bounded adversarial perturbations, including FGSM, PGD, Momentum PGD, and Patch PGD, and assess transferability to DenseNet-121.

machine-learning jupyter-notebook deeplearning nyu fgsm resnet-34 pgd-adversarial-attacks fgsm-attack patch-pgd densene
  • Updated May 22, 2025
  • Jupyter Notebook

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