NeurAI-Lab/AGILE

AGILE NeurIPS 2023 cleaned version

Language: Python - Size: 28.3 KB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 0 - Forks: 0

NeurAI-Lab/IMEX-Reg

IMEX-Reg NeurIPS 2023 clean code

Language: Python - Size: 39.1 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

NeurAI-Lab/MultiModal-CL

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

Size: 1.95 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 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: Python - Size: 714 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

NeurAI-Lab/SSL-Prior

Language: Python - Size: 228 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

NeurAI-Lab/TriRE

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

Language: Python - Size: 454 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

NeurAI-Lab/FOMO

Mitigating robust overfitting in adversarial training using random forgetting

Size: 110 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

NeurAI-Lab/CURE

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

Language: Python - Size: 116 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

NeurAI-Lab/TARC

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

Language: Python - Size: 130 KB - Last synced: 5 months ago - Pushed: over 1 year ago - Stars: 7 - Forks: 0

NeurAI-Lab/CUDE-MonoDepthCL

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

Language: Python - Size: 3.67 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 3 - Forks: 0

NeurAI-Lab/MIMDepth

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

Language: Python - Size: 396 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 9 - Forks: 1

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: Python - Size: 2.13 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 1 - Forks: 0

NeurAI-Lab/DoGo

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

Language: Python - Size: 86.9 KB - Last synced: 5 months ago - Pushed: over 2 years ago - Stars: 12 - Forks: 1

NeurAI-Lab/DUCA

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

Language: Python - Size: 1.2 MB - Last synced: 6 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

NeurAI-Lab/DN4IL-dataset

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

Size: 1.33 MB - Last synced: 6 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

NeurAI-Lab/BiRT

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

Language: Python - Size: 680 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 9 - Forks: 0

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: Python - Size: 151 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 3 - Forks: 0

NeurAI-Lab/TAMiL

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

Language: Python - Size: 36.1 KB - Last synced: 5 months ago - Pushed: over 1 year ago - Stars: 5 - Forks: 1

NeurAI-Lab/LURE

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

Language: Python - Size: 250 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 2 - Forks: 1

NeurAI-Lab/InBiaseD

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

Language: Python - Size: 650 KB - Last synced: 6 months ago - Pushed: almost 2 years ago - Stars: 4 - Forks: 0

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: Python - Size: 84 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 29 - Forks: 5

NeurAI-Lab/ConsistencyCL

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

Language: Python - Size: 56.6 KB - Last synced: 5 months ago - Pushed: over 1 year ago - Stars: 7 - Forks: 1

NeurAI-Lab/DSP

Differencing based Self-supervised pretraining for scene change detection

Language: Python - Size: 612 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 18 - Forks: 3

NeurAI-Lab/DynamicContinualLearning

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

Language: Python - Size: 123 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 2 - Forks: 0

NeurAI-Lab/G2S

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

Language: Python - Size: 2.8 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 4 - Forks: 2

NeurAI-Lab/MMC

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

Language: Python - Size: 369 KB - Last synced: 6 months ago - Pushed: almost 2 years ago - Stars: 13 - Forks: 2

NeurAI-Lab/MTSL

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

Language: Python - Size: 225 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

NeurAI-Lab/GreenerAI

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

Language: Python - Size: 313 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

NeurAI-Lab/mono-pose-attack

Official repo for Adversarial Attacks on Monocular Pose Estimation

Language: Python - Size: 2.81 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 4 - Forks: 1

NeurAI-Lab/biHomE

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

Language: Python - Size: 238 KB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 24 - Forks: 5

NeurAI-Lab/D-SSCD

Differencing based self-supervised change detection

Language: Python - Size: 3.17 MB - Last synced: over 1 year ago - Pushed: about 2 years ago - Stars: 4 - Forks: 0

NeurAI-Lab/UniNet

Unified Scene Understanding Network

Language: Python - Size: 4.51 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 0

NeurAI-Lab/SCoMMER

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

Language: Python - Size: 84 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

NeurAI-Lab/ESMER

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

Size: 1.95 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

NeurAI-Lab/ProgressiveDecoderFusion

Progressive Decoder Fusion, Accepted at CoLLAs, 2022.

Language: Python - Size: 75.2 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

NeurAI-Lab/SYNERgy

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

Language: Python - Size: 89.8 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

NeurAI-Lab/ACT

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

Language: Python - Size: 106 KB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

NeurAI-Lab/NCT

The official PyTorch code for WACV'21 Paper "Noisy Concurrent Training for Efficient Learning under Label Noise"

Language: Python - Size: 85 KB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 1