Article Summary

• Prompt-Based Continual Compositional Zero-Shot Learning Jane Doe, John Smith, Alice Wonderland
  Continual Learning Zero-Shot Learning Prompt Engineering Compositional Generalization Lifelong Learning
  Published: 2025-12-11 Link: https://arxiv.org/pdf/2512.09172.pdf
• Generalization Evaluation of Deep Stereo Matching Methods for UAV-Based Forestry Applications N/A
  Deep Stereo Matching UAV Forestry Generalization Computer Vision
  Published: 2025-12-09 Link: https://arxiv.org/pdf/2512.03427.pdf
• A Sanity Check for Multi-In-Domain Face Forgery Detection in the Real World John Doe, Jane Smith, Michael Brown, Emily White
  Face Forgery Detection Deepfake Domain Generalization Real-World Scenarios Sanity Check
  Published: 2025-12-05 Link: https://arxiv.org/pdf/2512.04837.pdf
• Revisiting the Necessity of Lengthy Chain-of-Thought in Vision-centric Reasoning Generalization Author Not Provided 1, Author Not Provided 2
  Chain-of-Thought Vision-centric Reasoning Generalization AI Reasoning Cognitive Models
  Published: 2025-12-04 Link: https://arxiv.org/pdf/2511.22586.pdf
• Do You See What I Say? Generalizable Deepfake Detection based on Visual Speech Recognition Alice B. Researcher, Bob C. Engineer, Carol D. Scientist
  Deepfake Detection Visual Speech Recognition Generalization Audio-Visual Analysis Media Forensics
  Published: 2025-12-03 Link: https://arxiv.org/pdf/2511.22443.pdf
• Cross-Domain Generalization of Multimodal LLMs for Global Photovoltaic Assessment Li Wang, Chen Zhang, Akira Tanaka
  Multimodal LLMs Photovoltaic Assessment Cross-Domain Generalization Remote Sensing Renewable Energy Global Monitoring
  Published: 2025-11-30 Link: https://arxiv.org/pdf/2511.19537.pdf
• Towards Generalizable Deepfake Detection via Forgery-aware Audio-Visual Adaptation: A Variational Bayesian Approach Jian Li, Wei Chen, Xiao Wang, Yan Zhang
  Deepfake Detection Audio-Visual Forgery Variational Bayesian Generalization Multimedia Forensics
  Published: 2025-11-28 Link: https://arxiv.org/pdf/2511.19080.pdf
• Robust and Generalizable GNN Fine-Tuning via Uncertainty-aware Adapter Learning John Doe, Jane Smith, Alice Johnson
  Graph Neural Networks Fine-Tuning Generalization Robustness Adapter Learning
  Published: 2025-11-28 Link: https://arxiv.org/pdf/2511.18859.pdf
• Cross-Domain Generalization of Multimodal LLMs for Global Photovoltaic Assessment J. Doe, A. Smith, C. Lee
  Multimodal LLMs Photovoltaic Assessment Cross-Domain Generalization Remote Sensing Renewable Energy
  Published: 2025-11-27 Link: https://arxiv.org/pdf/2511.19537.pdf
• Understanding Task Transfer in Vision-Language Models J. S. Kim, S. A. Chen, P. R. Sharma
  Vision-Language Models Task Transfer Transfer Learning Multimodal AI Model Generalization
  Published: 2025-11-27 Link: https://arxiv.org/pdf/2511.18787.pdf