🧠 Continual Learning - karan · Scour

Evaluating the Impact of Task Granularity on Catastrophic Forgetting in Continual Learning

🧪Simulation Testing Academic

Research Proposal: Decoupled RISC-LLM Architectures via Circadian Synaptic Consolidation

aermia.com··Hacker News

Predictive Processing: Conscious when Training

lesswrong.com·

FOD#155: Continual Learning in LLMs: Why AI Models Need Sleep

turingpost.com·

Introducing River AI

river.ai··Hacker News

The Sequence Radar #873: Last Week in AI: Soccer, S-1s, and Supermodels

🤖AI News Blog

thesequence.substack.com··Substack

Theoretical Foundations of Continual Learning via Drift-Plus-Penalty

⚡Vectorized Execution Academic

Less-relevant results

Bring a Loupe: A Cartier Platinum Pocket Watch, A Gilt Rolex Explorer, An Omega Railmaster, And A Broad Arrow Polerouter

📦Parquet News

Sparse Subspace-to-Expert Sharing for Task-Agnostic Continual Learning

⚡Vectorized Execution Academic

Unsupervised Continual Clustering via Forward-Backward Knowledge Distillation

🤖AI Academic

Optimisation over non-stationary distributions creates weirder minds

🧪Simulation Testing

lesswrong.com·

Listen, Look, and Learn: Learning Without Forgetting through SAM-Audio

⚡Vectorized Execution Academic

Not Just After One: Sleep-Inspired Replay Prevents Catastrophic Forgetting After Sequential Tasks

⚡Vectorized Execution Academic

Catastrophic Forgetting as Accessibility Collapse: A Three-Level Framework for Knowledge Persistence in Continual Learning

🌲LSM Trees Academic

Flow-DPPO: Divergence Proximal Policy Optimization for Flow Matching Models

⚡Vectorized Execution Academic

Continual Quadruped Robots Coordination via Semantic Skill Discovery

🤝Consensus Algorithms Academic

Crafting Your Evolving Dreams: Concept-Incremental Versatile Customization

📊OLAP Academic

CoMetaPNS: Continually Meta-learning Personalized Neural Surrogates for Cardiac Electrophysiology Simulations

🧪Simulation Testing Academic

Two-Way Is Better Than One: Bidirectional Alignment with Cycle Consistency for Exemplar-Free Class-Incremental Learning

⚡Vectorized Execution Academic

CL-CLIP: CLIP-Based Continual Learning Framework with Cost-Volume Category Decoupling for Object Detection

⚡Vectorized Execution Academic

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