🔄 Continual Learning - elasticbounce · Scour

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

🔵Information Bottleneck Academic

Preserving Plasticity in Continual Learning via Dynamical Isometry

🎯Reinforcement Learning Academic

Optimisation over non-stationary distributions creates weirder minds

🎯Reinforcement Learning

lesswrong.com·

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

🧠Synaptic pruning Academic

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

🧠Synaptic pruning Academic

Apple's secret AI meeting 📱, Google SpaceX deal 🤝, intent debt 👨‍💻

🦾Morphological Computation

Continual Learning Bench: Evaluating Frontier AI Systems in Real-World Stateful Environments

🧠Neuromorphic Computing Academic

LargeMonitor: Monitoring Online Task-Free Continual Learning via Large Pretrained Models

🧠Active Inference Academic

Less-relevant results

Lancaster Bible College Announces Planned Presidential Transition

⚡Empowerment Academic Blog

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

🧠Active Inference Academic

Optical-Guided Neural Collapse for SAR Few-Shot Class Incremental Learning

🧠Synaptic pruning Academic

Continual Quadruped Robots Coordination via Semantic Skill Discovery

🎯Reinforcement Learning Academic

Revisiting Prototype Rehearsal for Exemplar-Free Continual Learning: Manifold-Aware Boundary Sampling with Adaptive Class-Balanced Loss

🧠Active Inference Academic

Two to Tango: Coupled Task-Reference Selection for Safe LLM Fine-tuning

🧠Synaptic pruning Academic

CLaaS: Continual learning as a service for sample efficient online learning

🎯Reinforcement Learning Academic

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

🎯Reinforcement Learning Academic

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

🧠Neuromorphic Computing Academic

TailLoR: Protecting Principal Components in Parameter-Efficient Continual Learning

🎯Reinforcement Learning Academic

Few-shot Class-variable Incremental Audio Classification via Prototype Adaptation and Pseudo Class-variable Training

📡Information Theory Academic

Crafting Your Evolving Dreams: Concept-Incremental Versatile Customization

🎨Generative Art Academic

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