For many families, summer camp is a rite of passage representing friendship, fun and freedom. But for families of children ...

LLaVA-Steering Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering News Feb. 15th, 2025: The core codes have been released! More models and details ...

Contrastive loss and its variants are very popular for visual representation learning in an unsupervised scenario, where positive and negative pairs are produced to train a feature encoder based on ...

Key points: Active learning promotes engagement, critical thinking, and deeper understanding Discover why active learning strategies for students are critical Stay up to date on the latest in ...

Finally, they train models for visual representations using masked image modeling and multi-positive contrastive learning. The researchers compare OpenAI’s CLIP regarding top-1 linear probing accuracy ...

Visual representation learning is ubiquitous in various real-world applications, including visual comprehension, video understanding, multi-modal analysis, human-computer interaction, and urban ...

The development of Chinese calligraphy and Chinese characters has a deep-seated relationship. Chinese calligraphy contains an essential and traditional humanistic spirit which is representative of ...

Infants and adults share visual category representations, showing similarities at two time point combinations; in infants, this is at 160–540 msec, vs. 100–1,000 msec.

Inspired by this fact, we propose a multimodal interaction enhanced representation learning framework for emotion recognition from face video, where a semantic enhancement module is first designed to ...