因此,我们将这种不确定性建模纳入到三种新的预训练策略中:基于分布的视觉-语言对比学习(Distribution-based Vision-Language Contrastive Learning, D-VLC)、基于分布的掩蔽语言建模(Distribution-based Masked Language Modeling, D-MLM)和基于分布的图像-文本匹配(Distribution-based Image-Text Matching, D-ITM)。实证实...
The Trajectron: Probabilistic Multi-Agent Trajectory Modeling With Dynamic Spatiotemporal Graphs；Trajegl...
utilize Masked Visual-token Modeling and Sparse Attention to achieve SotA in video question answering, retrieval and captioning. Despite their differences, all of these models share the same transformer-based architecture, combined with parallel learning modules to extract data from different modalities an...
The modeling problem is formulated as state and phase transition functions, which present the external commands and internal dynamics of system. Phase transition functions are approximated by ordinary differential equations, which are solved with integral methods. State transition functions are nonlinear ...
For a long time, each ML model operated in one data mode – text (translation, language modeling), image (object detection, image classification), or audio (speech recognition). However, natural intelligence is not limited to just a single modality. Humans can read, talk, and see. We liste...
Incorporating the well-known Unified Modeling Language into a generic modeling framework makes research on multimodal human-computer interaction accessible to a wide range off software engineers. Multimodal interaction is part of everyday human discourse: We speak, move, gesture, and shift our gaze in...
申請Apple 的 Multimodal Generative Modeling Engineer 工作職位。查閱這個職位的相關資料,了解工作是否適合自己。
Spatial molecular profiling has provided biomedical researchers valuable opportunities to better understand the relationship between cellular localization and tissue function. Effectively modeling multimodal spatial omics data is crucial for understanding tissue complexity and underlying biology. Furthermore, improvem...
In this work the following three basic research questions are discussed: (1) can significant effects of modality efficiency and input performance on the selection of input modalities in multimodal HCI be disclosed by unified experimental investigations? (2) Can a utility-driven computational model of...
🔥🔥🔥VITA: Towards Open-Source Interactive Omni Multimodal LLM [📽 VITA-1.5 Demo Show! Here We Go! 🔥] [📖 VITA-1.5 Paper] [🌟 GitHub] [🤗 Hugging Face] [🍎 VITA-1.0] [💬 WeChat (微信)] We are excited to introduce theVITA-1.5, a more powerful and more real-time...