NeurAI

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

Netherlands

Pinned Repositories

biHomE
This is the official repo for the CVPR 2021 IMW paper: "Perceptual Loss for Robust Unsupervised Homography Estimation"
Language:Python37 1 135
BiRT
Official Repository for the ICML 2023 paper "BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning"
Language:Python12 2 01
CLS-ER
The official PyTorch code for ICLR'22 Paper "Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System""
Language:Python47 3 58
D-SSCD
Differencing based self-supervised change detection
Language:Python10 0 20
DoGo
This is the official repo for the CVPR 2021 L2ID paper "Distill on the Go: Online knowledge distillation in self-supervised learning"
Language:Python12 0 01
DSP
Differencing based Self-supervised pretraining for scene change detection
Language:Python20 0 53
MIMDepth
Image Masking for Robust Self-Supervised Monocular Depth Estimation, accepted at ICRA 2023
Language:Python10 3 21
MMC
The official PyTorch code for NeurIPS 2021 ML4AD Paper, "Does Thermal data make the detection systems more reliable?"
Language:Python13 0 72
MT-SfMLearner
Official code for 'Transformers in Unsupervised Structure-from-Motion' and 'Transformers in Self-Supervised Monocular Depth Estimation with Unknown Camera Intrinsics'
Language:Python11 3 22
SCoMMER
The official PyTorch code for AAAI'23 Paper "Sparse Coding in a Dual Memory System for Lifelong Learning"
Language:Python9 2 11

NeurAI's Repositories

NeurAI-Lab/CLS-ER
The official PyTorch code for ICLR'22 Paper "Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System""
Language:Python47 3 58
NeurAI-Lab/DSP
Differencing based Self-supervised pretraining for scene change detection
Language:Python20 0 53
NeurAI-Lab/BiRT
Official Repository for the ICML 2023 paper "BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning"
Language:Python12 2 01
NeurAI-Lab/MT-SfMLearner
Official code for 'Transformers in Unsupervised Structure-from-Motion' and 'Transformers in Self-Supervised Monocular Depth Estimation with Unknown Camera Intrinsics'
Language:Python11 3 22
NeurAI-Lab/MIMDepth
Image Masking for Robust Self-Supervised Monocular Depth Estimation, accepted at ICRA 2023
Language:Python10 3 21
NeurAI-Lab/SCoMMER
The official PyTorch code for AAAI'23 Paper "Sparse Coding in a Dual Memory System for Lifelong Learning"
Language:Python9 2 11
NeurAI-Lab/ConsistencyCL
Official repo for "Consistency is the key to further mitigating catastrophic forgetting in continual learning"
Language:Python8 0 01
NeurAI-Lab/DARE
Official Repository for the ICML 2024 paper "Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method"
Language:Python8 2 1
NeurAI-Lab/TAMiL
Official repository for "Task-Aware Information Routing from Common Representation Space in Lifelong Learning"
Language:Python8 1 11
NeurAI-Lab/TARC
Official repo for "Task Agnostic Representation Consolidation: a Self-supervised based Continual Learning Approach"
Language:Python8 0 00
NeurAI-Lab/ESMER
The official repository for ICLR'23 Paper "Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning"
Language:Python7 1 0
NeurAI-Lab/G2S
The official code for ICRA 2021 Paper: "Multimodal Scale Consistency and Awareness for Monocular Self-Supervised Depth Estimation"
Language:Python6 4 12
NeurAI-Lab/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""
Language:Python5 2 0
NeurAI-Lab/CUDE-MonoDepthCL
Code for WACV'24 paper Continual Learning of Unsupervised Monocular Depth from Videos
Language:Python50
NeurAI-Lab/DynamicContinualLearning
Official Repository for the VISAPP 2023 paper "Dynamically Modular and Sparse General Continual Learning".
Language:Python5 1 00
NeurAI-Lab/TriRE
Official repository for NeurIPS'23 paper "TriRE: A Multi-Mechanism Learning Paradigm for Continual Knowledge Retention and Promotion"
Language:Python5 1 21
NeurAI-Lab/DUCA
Dual Cognitive Architecture: Incorporating Biases and Multi-Memory Systems for Lifelong Learning
Language:Python4 0 00
NeurAI-Lab/IMEX-Reg
IMEX-Reg TMLR 2024
Language:Python4 1 00
NeurAI-Lab/MTSL
Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and Removal
Language:Python4 1 21
NeurAI-Lab/LURE
Official repo of the TMLR paper "Learn, Unlearn and Relearn: An Online Learning Paradigm for Deep Neural Networks"
Language:Python3 0 02
NeurAI-Lab/CURE
Official repository for ICLR'24 paper "Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial Training"
Language:Python2 1 0
NeurAI-Lab/DN4IL-dataset
A new dataset for Domain-Incremental level setting in Continual Learning
2 0 00
NeurAI-Lab/FOMO
Mitigating robust overfitting in adversarial training using random forgetting
1 0 0
NeurAI-Lab/LIFE
The official PyTorch code for Pattern Recognition Paper "Enhancing Performance of Vision Transformers on Small Datasets through Local Inductive Bias Incorporation"
Language:Python1
NeurAI-Lab/SSL-Prior
Language:Python1 0 0
NeurAI-Lab/AGILE
AGILE
Language:Python0 1 00
NeurAI-Lab/GreenerAI
Code for "Highlighting the Importance of Reducing Research Bias and Carbon Emissions in CNNs" accepted at AIxIA 2021
Language:Python0 1 00
NeurAI-Lab/ProgressiveDecoderFusion
Progressive Decoder Fusion, Accepted at CoLLAs, 2022.
Language:Python0 0 00
NeurAI-Lab/Dynamic-Neural-Regeneration
Dynamic
NeurAI-Lab/MultiModal-CL
The official PyTorch code for CoLLAs'24 Paper "Beyond Unimodal Learning: The Importance of Integrating Multiple Modalities for Lifelong Learning"
Language:Python2 0