IEEE

Class-Specific Knowledge-Guided Multimodal Prompt Tuning for Few-Shot Class-Incremental Learning

Abstract: Few-shot class-incremental learning (FSCIL) requires a model to learn the knowledge of new categories incrementally, using only a few samples, after being trained on a base session with ...
techxplore

Ultrafast 3D printing method creates complex objects in under a second

High-speed 3D printing has just gotten a lot faster. Researchers from Tsinghua University in China have developed a new high-speed printing technology capable of creating complex millimeter-scale ...
The Daily Tar Heel

New UNC policy allows University to record classes without instructor knowledge

A University policy that went into effect Monday outlines when and how students and faculty can be recorded in the classroom at UNC. Under certain circumstances, the policy allows the University to ...
IEEE

Dual Knowledge Distillation Framework with Class-Adaptive Temperature and TopK Feature Perturbation for Few-Shot Prompt Learning

Abstract: Pre-trained vision-language models have shown great potential in few-shot learning. However, existing methods typically employ either KL divergence or feature similarity-based knowledge ...