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Hi 👋, I'm Aviv Shamsian

Deep Learning Researcher



About Me

  • 📫 Personal Page: avivsham.github.io
  • 🎓 PhD student - Electrical Engineering and Data Science.
  • 🚧 Currently I'm working on:
    • Multi Task Learning (MTL) & Multi Objective Optimization (MOO)
    • Personalized Federated Learning
    • Object tracking under severe conditions
    • Group Activity Recognition (GAR)
  • 💬 Reach out to me if you:
    • Want to collaborate and conduct research.
    • Need help regarding Deep Learning projects.
  • 😄 Fun fact: Played professional basketball till age of 18 🏀

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Aviv Shamsian's Projects

auxinash icon auxinash

Official implementation of Auxiliary learning as an Bargaining Game.

avec icon avec

[WACV 2023] Audio-Visual Efficient Conformer (AVEC) for Robust Speech Recognition

cgm-ml icon cgm-ml

Child Growth Monitor Machine Learning

continuousparetomtl icon continuousparetomtl

[ICML 2020] PyTorch Code for "Efficient Continuous Pareto Exploration in Multi-Task Learning"

deeplabv3 icon deeplabv3

Implementation of DeepLabV3 paper using Pytorch

eposearch icon eposearch

Exact Pareto Optimal solutions for preference based Multi-Objective Optimization

hifi-gan icon hifi-gan

HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis

insp icon insp

[NeurIPS 2022] "Signal Processing for Implicit Neural Representations" by Dejia Xu*, Peihao Wang*, Yifan Jiang, Zhiwen Fan, Zhangyang Wang

kaolin-wisp icon kaolin-wisp

NVIDIA Kaolin Wisp is a PyTorch library powered by NVIDIA Kaolin Core to work with neural fields (including NeRFs, NGLOD, instant-ngp and VQAD).

lednet icon lednet

LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation

lip2wav icon lip2wav

This is the repository containing codes for our CVPR, 2020 paper titled "Learning Individual Speaking Styles for Accurate Lip to Speech Synthesis"

models icon models

In this repository, I will store the implementations of all AI models out there.

nice icon nice

NICE: NON-LINEAR INDEPENDENT COMPONENTS ESTIMATION

pfedhn icon pfedhn

Official code implementation for "Personalized Federated Learning using Hypernetworks" [ICML 2021]

pymoo icon pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

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