#AI Adaptation
Latest news articles tagged with "AI Adaptation". Follow the timeline of events, related topics, and entities.
Articles (11)
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🇺🇸 From Video to EEG: Adapting Joint Embedding Predictive Architecture to Uncover Saptiotemporal Dynamics in Brain Signal Analysis
[USA]
arXiv:2507.03633v5 Announce Type: replace-cross Abstract: EEG signals capture brain activity with high temporal and low spatial resolution, supporting applications such as neurological diagnosis, cog...
Related: #Neuroscience Research -
🇺🇸 Residual SODAP: Residual Self-Organizing Domain-Adaptive Prompting with Structural Knowledge Preservation for Continual Learning
[USA]
arXiv:2603.12816v1 Announce Type: cross Abstract: Continual learning (CL) suffers from catastrophic forgetting, which is exacerbated in domain-incremental learning (DIL) where task identifiers are un...
Related: #Continual Learning -
🇺🇸 Key-Value Pair-Free Continual Learner via Task-Specific Prompt-Prototype
[USA]
arXiv:2601.04864v2 Announce Type: replace Abstract: Continual learning aims to enable models to acquire new knowledge while retaining previously learned information. Prompt-based methods have shown r...
Related: #Continual Learning -
🇺🇸 Novelty Adaptation Through Hybrid Large Language Model (LLM)-Symbolic Planning and LLM-guided Reinforcement Learning
[USA]
arXiv:2603.11351v1 Announce Type: cross Abstract: In dynamic open-world environments, autonomous agents often encounter novelties that hinder their ability to find plans to achieve their goals. Speci...
Related: #Hybrid Methods -
🇺🇸 Representation Finetuning for Continual Learning
[USA]
arXiv:2603.11201v1 Announce Type: cross Abstract: The world is inherently dynamic, and continual learning aims to enable models to adapt to ever-evolving data streams. While pre-trained models have s...
Related: #Continual Learning -
🇺🇸 SPEGC: Continual Test-Time Adaptation via Semantic-Prompt-Enhanced Graph Clustering for Medical Image Segmentation
[USA]
arXiv:2603.11492v1 Announce Type: cross Abstract: In medical image segmentation tasks, the domain gap caused by the difference in data collection between training and testing data seriously hinders t...
Related: #Medical Imaging -
🇺🇸 Sim-to-reality adaptation for Deep Reinforcement Learning applied to an underwater docking application
[USA]
arXiv:2603.12020v1 Announce Type: cross Abstract: Deep Reinforcement Learning (DRL) offers a robust alternative to traditional control methods for autonomous underwater docking, particularly in adapt...
Related: #Robotics -
🇺🇸 Cognitively Layered Data Synthesis for Domain Adaptation of LLMs to Space Situational Awareness
[USA]
arXiv:2603.09231v1 Announce Type: new Abstract: Large language models (LLMs) demonstrate exceptional performance on general-purpose tasks. however, transferring them to complex engineering domains su...
Related: #Space Technology -
🇺🇸 PRECEPT: Planning Resilience via Experience, Context Engineering & Probing Trajectories A Unified Framework for Test-Time Adaptation with Compositional Rule Learning and Pareto-Guided Prompt Evolution
[USA]
arXiv:2603.09641v1 Announce Type: new Abstract: LLM agents that store knowledge as natural language suffer steep retrieval degradation as condition count grows, often struggle to compose learned rule...
Related: #Machine Learning -
🇺🇸 CLoPA: Continual Low Parameter Adaptation of Interactive Segmentation for Medical Image Annotation
[USA]
arXiv:2603.06426v1 Announce Type: cross Abstract: Interactive segmentation enables clinicians to guide annotation, but existing zero-shot models like nnInteractive fail to consistently reach expert-l...
Related: #Medical Imaging -
🇺🇸 From Offline to Periodic Adaptation for Pose-Based Shoplifting Detection in Real-world Retail Security
[USA]
arXiv:2603.04723v1 Announce Type: new Abstract: Shoplifting is a growing operational and economic challenge for retailers, with incidents rising and losses increasing despite extensive video surveill...
Related: #Retail Security
Key Entities (3)
- Reinforcement learning (1 news)
- Autonomous underwater vehicle (1 news)
- Electroencephalography (1 news)
About the topic: AI Adaptation
The topic "AI Adaptation" aggregates 11+ news articles from various countries.