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Here is the source codes of our "OpenLORIS-Object: A Robotic Vision Dataset and Benchmark for Lifelong Deep Learning"

Lifelong Learning with Dynamically Expandable Networks

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).

Codebase for the ADL Initiative's Total Learning Architecture (TLA) reference implementation. Once matured and implemented, the TLA will enable personalized, data-driven, and technology-enabled lifelong learning across the DoD, other Federal Government agencies, and beyond.

Domain Consistency Representation Learning for Lifelong Person Re-Identification

Pytorch implementation for "Iterative Human and Automated Identification of Wildlife Images" (Nature -Machine Intelligence, 2021)

lifelong learning: record and analysis of my knowledge structure

Code for the paper "Mehta, S. V., Patil, D., Chandar, S., & Strubell, E. (2023). An Empirical Investigation of the Role of Pre-training in Lifelong Learning. The Journal of Machine Learning Research 24 (2023)"

[NeurIPS 2020, Spotlight] Improved Schemes for Episodic Memory-based Lifelong Learning

Open Source Deep Research and Learning Agent (Perplexity Pro Alternative). Orchestrates autonomous researchers using LangGraph, Python, and Next.js for students, developers, and lifelong learners.