We introduce Motion-I2V, a novel framework for consistent and controllable text-guided
image-to-video generation (I2V). In contrast to previous methods that directly learn the …

Visual object tracking aims to localize the target object of each frame based on its initial
appearance in the first frame. Depending on the input modility tracking tasks can be divided …

Recently, video object segmentation (VOS) referred by multi-modal signals, eg, language
and audio, has evoked increasing attention in both industry and academia. It is challenging …

Panoramic videos contain richer spatial information and have attracted tremendous amounts
of attention due to their exceptional experience in some fields such as autonomous driving …

Transformer-based trackers have established a dominant role in the field of visual object
tracking. While these trackers exhibit promising performance, their deployment on resource …

In the realm of multimodal research, numerous studies leverage substantial image-text pairs
to conduct modal alignment learning, transforming Large Language Models (LLMs) into …