Inductive Visual Logic for Few-Shot Out-Of-Distribution Adaptation in VLMs
cs.CV
Submitted: 2026-09-29
Updated: 2026-09-29
Project page: https://www.pokemon.com/us
Terminology
Sources
- Qwen2.5-VL Technical Report
- SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training
- Visual-RFT: Visual Reinforcement Fine-Tuning
- Visual Classification via Description from Large Language Models
- Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?
- Waffling around for Performance: Visual Classification with Random Words and Broad Concepts
- LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs
- Self-Consistency Improves Chain of Thought Reasoning in Language Models
- Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling
- Revisiting Few-sample BERT Fine-tuning
- Multimodal Chain-of-Thought Reasoning in Language Models
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