GitHub

TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently ...

🌟 TensorRT LLM is experimenting with Image&Video Generation models in TensorRT-LLM/feat/visual_gen branch. This branch is a prototype and not stable for production ...
GitHub

TwiFF (Think With Future Frames): A Large-Scale Dataset for Dynamic Visual Reasoning

We present TwiFF, a unified model fine-tuned on a high-quality dynamic visual Chain-of-Thought (VCoT) dataset comprising 2.7 million samples. In dynamic multimodal question-answering tasks involving ...
IEEE

Probabilistic Emissivity Retrieval from Hyperspectral Data via Physics-Guided Variational Inference

Abstract: Recent research has proven neural networks to be a powerful tool for performing hyperspectral imaging (HSI) target identification. However, many current methods deliver a single material ...
IEEE

Variational Inference of Contrastive Learning Image Representations for Cardiac Image Segmentation

Abstract: This paper proposes a novel variational inference framework, SCVAE, for cardiac image segmentation. SCVAE embeds a manifold space between the image space and the image representation space ...