PyTorch code for our CoLLAs-2022 paper "Online Continual Learning for Embedded Devices"
☆13Aug 4, 2022Updated 3 years ago
Alternatives and similar repositories for Embedded-CL
Users that are interested in Embedded-CL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆15Jun 6, 2023Updated 3 years ago
- Code for CVPR paper: Computationally Budgeted Continual Learning: What Does Matter?☆17Mar 16, 2024Updated 2 years ago
- Code associated with paper "Wandering Within a World: Online Contextualized Few-Shot Learning"☆25Jul 18, 2021Updated 4 years ago
- A Continual Learning Library in PyTorch and JAX☆13Apr 18, 2023Updated 3 years ago
- Demonstrates failures of bias mitigation methods under varying types/levels of biases (WACV 2021)☆26Mar 31, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official repository for Do Pre-trained Models Benefit Equally in Continual Learning? (Accepted to WACV'23)☆26Oct 20, 2024Updated last year
- Classification with PyTorch.☆24Oct 20, 2019Updated 6 years ago
- SparCL: Sparse Continual Learning on the Edge @ NeurIPS 22☆31May 29, 2023Updated 3 years ago
- Official codebase of the "Rehearsal revealed:The limits and merits of revisiting samples in continual learning" paper.☆29Oct 20, 2021Updated 4 years ago
- 5th CLVISION workshop at CVPR: repo for the challenge☆19May 13, 2024Updated 2 years ago
- Here is the source codes of our "OpenLORIS-Object: A Robotic Vision Dataset and Benchmark for Lifelong Deep Learning"☆21Oct 3, 2023Updated 2 years ago
- Code for the CVPR 2023 Paper: "Real-Time Evaluation in Online Continual Learning: A New Hope"☆20Aug 19, 2024Updated last year
- PyTorch implementation of the REMIND method from our ECCV-2020 paper "REMIND Your Neural Network to Prevent Catastrophic Forgetting"☆83Sep 20, 2023Updated 2 years ago
- Source code for the paper: "A Latency-Predictable Multi-Dimensional Optimization Framework forDNN-driven Autonomous Systems"☆22Jan 4, 2021Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆29Oct 20, 2021Updated 4 years ago
- Incremental Learning with Adaptive Resonance Theory (ART) & Developmental Resonance networks☆12Dec 18, 2019Updated 6 years ago
- Continual Learning papers list, curated by ContinualAI☆716Apr 22, 2024Updated 2 years ago
- Sancho McCann's PhD Thesis Research Code☆25Oct 12, 2017Updated 8 years ago
- Code implementation for paper "On the Efficacy of Small Self-Supervised Contrastive Models without Distillation Signals".☆17Dec 15, 2021Updated 4 years ago
- ☆13Dec 13, 2024Updated last year
- PyTorch implementation of the SIESTA algorithm from our TMLR-2023 paper "SIESTA: Efficient Online Continual Learning with Sleep"☆13Oct 25, 2024Updated last year
- Test Framework for few-shot open set KWS☆43Nov 8, 2024Updated last year
- Computational Neuroscience stuff☆13Aug 12, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Official PyTorch Implementation of HELP: Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning (NeurIPS 2021 Spotlight…☆65Aug 5, 2024Updated last year
- MultiLabel classification of cow diseases by text and symptoms recognition (NER)☆12Aug 13, 2022Updated 3 years ago
- Official implementation of the paper "Masked Autoencoders are Efficient Class Incremental Learners"☆43Jun 4, 2024Updated 2 years ago
- Codebase for adaptive continual memory☆14Aug 15, 2023Updated 2 years ago
- This repository implements the latent optimization using automatic differentiation from the paper LOGAN.☆12Apr 10, 2020Updated 6 years ago
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆33Oct 18, 2019Updated 6 years ago
- The official implementation of TinyTrain [ICML '24]☆27Jul 19, 2024Updated last year
- Variance Covariance Regularization☆14Jun 22, 2023Updated 2 years ago
- A series of interactive labs we prepared for the Introduction into Machine Learning and Deep Learning course. The content of the series i…☆11Dec 3, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- (ICML 2023) Feature learning in deep classifiers through Intermediate Neural Collapse: Accompanying code☆16Jul 27, 2023Updated 2 years ago
- Code for "Self-Distillation as Instance-Specific Label Smoothing"☆15Oct 22, 2020Updated 5 years ago
- ☆11Jul 21, 2023Updated 2 years ago
- Hierarchical Models for Learning Features from Images and Videos☆12Feb 7, 2023Updated 3 years ago
- Code for "A Comprehensive Empirical Evaluation on Online Continual Learning" ICCVW 2023 VCL Workshop☆45Apr 8, 2024Updated 2 years ago
- Miro[ACM MobiCom '23] Cost-effective On-device Continual Learning over Memory Hierarchy with Miro☆16Feb 1, 2024Updated 2 years ago
- Implementation of [MNTDP](https://arxiv.org/abs/2012.12631)☆18Mar 9, 2022Updated 4 years ago