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Search results for continual learning
continual-learning
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158 search results found
Spankl
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14
Code for paper: A Neural Span-Based Continual Named Entity Recognition Model
Iclr23 Memo
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14
The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorch
Continualevaluation
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14
[Spotlight ICLR 2023 paper] Continual evaluation for lifelong learning with neural networks, identifying the stability gap.
Cat
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13
Code for NeurIPS 2020 Paper --- Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks
Clhive
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13
A PyTorch framework for Continual Learning research.
Continual Pretraining Nlp Vision
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12
Code to reproduce experiments from the paper "Continual Pre-Training Mitigates Forgetting in Language and Vision" https://arxiv.org/abs/2205.09357
Bayesian_cnn_continuallearning
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12
Interpreting Bayesian inference as continual learning with a CNN
Vargp
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12
Variational Auto-Regressive Gaussian Processes for Continual Learning
Il2a
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12
PyTorch implementation of our NeurIPS 2021 paper "Class-Incremental Learning via Dual Augmentation"
Cvpr20_clvision_challenge
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12
1'st Place approach for CVPR 2020 Continual Learning Challenge
Reminder
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12
Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation
Efficient Cls
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11
[ICCV 2023] Label-Efficient Online Continual Object Detection in Streaming Video
Clad
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11
Implementation of CLAD: A Continual Learning benchmark for Autonomous Driving. A continual classification and detectin track. Provides pure PyTorch, Avalanche and Detectron2 implementations.
Continual Learning Malware
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10
This repository contains code and data of the paper **On the Limitations of Continual Learning for Malware Classification**, accepted to be published at the First Conference on Lifelong Learning Agents (CoLLAs).
A Pytorch Tutorial To Class Incremental Learning
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10
a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.
Cnll Continual_learning_noisy_labels
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10
Official Implementation of CVPR 2022 workshop paper "CNLL: A Semi-supervised Approach for Continual Noisy Label Learning"
Incremental_prompting
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10
[COLING2022] Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection
Lifelong Learning Pretraining And Sam
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10
Code for the paper "Mehta, S. V., Patil, D., Chandar, S., & Strubell, E. (2021). An empirical investigation of the role of pre-training in lifelong learning. arXiv preprint arXiv:2112.09153."
Lifelongsentclass
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10
Code for ECML/PKDD 2020 Paper --- Continual Learning with Knowledge Transfer for Sentiment Classification
Birt
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10
Official Repository for the ICML 2023 paper "BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning"
Clops
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9
PyTorch code for continual learning of cardiac signals with CLOPS
Cfner
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9
[EMNLP2022] Released code for paper "Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition"
Cl_anthology
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9
An anthology of recent continual learning papers, where people interested in this fascinating topic can start discovering its multidimensional representations.
Library
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9
Paper reading list
Gcab Cfdc
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8
Official Implementation of the paper "Exemplar-free Continual Learning of Vision Transformers via Gated Class-Attention and Cascaded Feature Drift Compensation"
Ar1 Pytorch
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8
AR1* with Latent Replay, implemented in PyTorch
Llm Continual Learning Papers
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8
Must-read Papers on Large Language Model (LLM) Continual Learning
Prompt_based_cl_milestone_implement
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7
Implement the Prompt-based CL milestone papers with pyotorch template style
Sparse Dynamic Synapses
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7
"The Unreasonable Effectiveness of Sparse Dynamic Synapses for Continual Learning" paper project.
Unified Continual Learning
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7
[NeurIPS 2023] A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm
Aca
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7
EMNLP2022: Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation
Subspace Reg
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6
Code for the ICLR2022 paper on Subspace Regularization for few-shot class incremental image classification
Policy Distillation Baselines
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6
Pytorch Implementation of Policy Distillation for control, which has well-trained teachers via stable_baselines3.
Continuallearning Sequentialprocessing
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6
Continual Learning with Gated Incremental Memories for Sequential Data Processing. IJCNN 2020. Continual Learning with Recurrent Neural Networks (RNNs) inspired by Progressive network architecture.
Continual
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6
Continual Learning of Electronic Health Records (EHR).
Rodeo
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6
Official implementation of "RODEO: Replay for Online Object Detection", BMVC 2020
Ocs
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6
Online Coreset Selection for Rehearsal-based Continual Learning, ICLR 2022
Clutils
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6
Continual Learning utilities
Continualnat
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6
M.Sc. thesis on Continual Learning for Non-Autoregressive Neural Machine Translation
Self Improving Rl
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6
Codebase of paper "Self-Improving Safety Performance of Reinforcement Learning Based Driving with Black-Box Verification Algorithms" published at ICRA 2023
Thenotes
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6
Lame notes on mathematics, physics and science.
Dcil
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6
Official implementation of Deep Class Incremental Learning from Decentralized Data (IEEE TNNLS 22)
Cl Core App
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6
The Continual Learning App
Continual_learning_with_vit
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5
Code for our CVPR 2022 workshop paper "Towards Exemplar-Free Continual Learning in Vision Transformers"
Multitask_modelzoo
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5
Implementation of https://arxiv.org/abs/2106.03027
Difussion_continual_learning
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5
PyTorch implementation of various distillation approaches for continual learning of Diffusion Models.
Boovae
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5
Tarc
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5
Official repo for "Task Agnostic Representation Consolidation: a Self-supervised based Continual Learning Approach"
Cscct
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5
Official Implementation of the ECCV 2022 Paper "Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer"
Contea
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5
Facing Changes: Continual Entity Alignment for Growing Knowledge Graphs, ISWC 2022
Key Indicator_prediction
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5
Prediction Method of Key Indicators of Industrial Process based on Deep Learning
Neuralmemorypapers
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5
🤖 An up-to-date & curated paper list of Neural Network with External Memory
3d_den
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5
M.Sc Thesis - 3D_DEN: Open-ended 3D Object Recognition using Dynamically Expandable Networks
Ucad
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5
[AAAI-2024] Offical code for <Unsupervised Continual Anomaly Detection with Contrastively-learned Prompt>.
Fine Grained Continual Learning
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5
Implementation of AR1* and CWR* Continual Learning techniques for the NICv2 scenario
Sslad
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5
3rd Place Solution for ICCV 2021 Workshop SSLAD Track 3A - Continual Learning Classification Challenge
Csda
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5
Companion repository for the paper "Continual Self-supervised Domain Adaptation for End-to-end Speaker Diarization"
Fscil 3d
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5
[ECCV 2022] Few-shot class incremental learning on 3D point clouid objects
101-158 of 158 search results
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