Distilling Invariant Representations with Dual Augmentation
arXiv:2410.09474v4 Announce Type: replace-cross Abstract: Knowledge distillation (KD) has been widely used to transfer knowledge from large, accurate models (teachers)…
Visual Position Prompt for MLLM based Visual Grounding
arXiv:2503.15426v4 Announce Type: replace-cross Abstract: Although Multimodal Large Language Models (MLLMs) excel at various image-related tasks, they encounter challenges in…
FlipConcept: Tuning-Free Multi-Concept Personalization for Text-to-Image Generation
arXiv:2502.15203v2 Announce Type: replace-cross Abstract: Integrating multiple personalized concepts into a single image has recently gained attention in text-to-image (T2I)…
A Study on the Application of Artificial Intelligence in Ecological Design
arXiv:2507.11595v1 Announce Type: new Abstract: This paper asks whether our relationship with nature can move from human dominance to genuine…
Semantic Adapter for Universal Text Embeddings: Diagnosing and Mitigating Negation Blindness to Enhance Universality
arXiv:2504.00584v2 Announce Type: replace-cross Abstract: Negation plays an important role in various natural language processing tasks such as Natural Language…
SAMEP: A Secure Protocol for Persistent Context Sharing Across AI Agents
arXiv:2507.10562v1 Announce Type: new Abstract: Current AI agent architectures suffer from ephemeral memory limitations, preventing effective collaboration and knowledge sharing…

