NeurAI

CLS-ER

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

DSP

Differencing based Self-supervised pretraining for scene change detection

BiRT

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

SCoMMER

The official PyTorch code for AAAI'23 Paper "Sparse Coding in a Dual Memory System for Lifelong Learning"

ConsistencyCL

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

MIMDepth

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

MT-SfMLearner

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

TAMiL

Official repository for "Task-Aware Information Routing from Common Representation Space in Lifelong Learning"

TARC

Official repo for "Task Agnostic Representation Consolidation: a Self-supervised based Continual Learning Approach"

ESMER

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

CUDE-MonoDepthCL

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

DynamicContinualLearning

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

G2S

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

MTSL

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

DUCA

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

IMEX-Reg

IMEX-Reg NeurIPS 2023 clean code

LURE

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

SYNERgy

The official PyTorch code for CoLLAs 2022 paper "SYNERgy between SYNaptic consolidation and Experience Replay for general continual learning"

UniNet

Unified Scene Understanding Network

TriRE

Official repository for NeurIPS'23 paper "TriRE: A Multi-Mechanism Learning Paradigm for Continual Knowledge Retention and Promotion"

DN4IL-dataset

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

FOMO

Mitigating robust overfitting in adversarial training using random forgetting

SSL-Prior

GreenerAI

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

ProgressiveDecoderFusion

Progressive Decoder Fusion, Accepted at CoLLAs, 2022.

AGILE

AGILE NeurIPS 2023 cleaned version

CURE

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

LIFE

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

MultiModal-CL

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