neurai-lab Goto Github PK

repos: 39.0 gists: 0.0

Name: NeurAI

Type: Organization

Bio: NeurAI Lab consists of a diverse, energetic team of researchers, working on neuro-inspired AI.

Location: Netherlands

Blog: https://www.youtube.com/@neurai4080

NeurAI's Projects

act

The official PyTorch code for BMVC'20 Paper "Adversarial Concurrent Training: Optimizing Robustness and Accuracy Trade-off of Deep Neural Networks"

agile

AGILE

bihome

This is the official repo for the CVPR 2021 IMW paper: "Perceptual Loss for Robust Unsupervised Homography Estimation"

bio-ann

The official repository for TMLR paper "A Study of Biologically Plausible Neural Network: The Role and Interactions of Brain-Inspired Mechanisms in Continual Learning""

birt

Official Repository for the ICML 2023 paper "BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning"

cls-er

The official PyTorch code for ICLR'22 Paper "Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System""

consistencycl

Official repo for "Consistency is the key to further mitigating catastrophic forgetting in continual learning"

cude-monodepthcl

Code for WACV'24 paper Continual Learning of Unsupervised Monocular Depth from Videos

cure

Official repository for ICLR'24 paper "Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial Training"

d-sscd

Differencing based self-supervised change detection

dare

Official Repository for the ICML 2024 paper "Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method"

dn4il-dataset

A new dataset for Domain-Incremental level setting in Continual Learning

dogo

This is the official repo for the CVPR 2021 L2ID paper "Distill on the Go: Online knowledge distillation in self-supervised learning"

dsp

Differencing based Self-supervised pretraining for scene change detection

duca

Dual Cognitive Architecture: Incorporating Biases and Multi-Memory Systems for Lifelong Learning

dynamiccontinuallearning

Official Repository for the VISAPP 2023 paper "Dynamically Modular and Sparse General Continual Learning".

esmer

The official repository for ICLR'23 Paper "Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning"

fomo

Mitigating robust overfitting in adversarial training using random forgetting

g2s

The official code for ICRA 2021 Paper: "Multimodal Scale Consistency and Awareness for Monocular Self-Supervised Depth Estimation"

greenerai

Code for "Highlighting the Importance of Reducing Research Bias and Carbon Emissions in CNNs" accepted at AIxIA 2021

imex-reg

IMEX-Reg TMLR 2024

inbiased

This is the official code for CoLLAs 2022 paper, "InBiaseD: Inductive Bias Distillation to Improve Generalization and Robustness through Shape-awareness"

life

The official PyTorch code for Pattern Recognition Paper "Enhancing Performance of Vision Transformers on Small Datasets through Local Inductive Bias Incorporation"

lure

Official repo of the TMLR paper "Learn, Unlearn and Relearn: An Online Learning Paradigm for Deep Neural Networks"

mimdepth

Image Masking for Robust Self-Supervised Monocular Depth Estimation, accepted at ICRA 2023

mmc

The official PyTorch code for NeurIPS 2021 ML4AD Paper, "Does Thermal data make the detection systems more reliable?"

mono-pose-attack

Official repo for Adversarial Attacks on Monocular Pose Estimation

mt-sfmlearner

Official code for 'Transformers in Unsupervised Structure-from-Motion' and 'Transformers in Self-Supervised Monocular Depth Estimation with Unknown Camera Intrinsics'

mtsl

Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and Removal

multimodal-cl

The official PyTorch code for CoLLAs'24 Paper "Beyond Unimodal Learning: The Importance of Integrating Multiple Modalities for Lifelong Learning"

neurai-lab Goto Github PK

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