Multi-modal Learning
Building reliable computer-use agents requires grounding: accurately connecting natural language instructions to the correct on-screen …
Workflows are a fundamental component of automation in enterprise platforms, enabling the orchestration of tasks, data processing, and …
Aligning visual features with language embeddings is a key challenge in vision-language models (VLMs). The performance of such models …
Scalable Vector Graphics (SVG) offer a powerful format for representing visual designs as interpretable code. Recent advances in …
While image generation techniques are now capable of producing high quality images that respect prompts which span multiple sentences, …
Aligning visual features with language embeddings is a key challenge in vision-language models (VLMs). The performance of such models …
Chart understanding is critical for ServiceNow for data analysis, reason over visualizations, such as interpreting trends, identifying …
Retrieval-augmented generation has proven practical when models require specialized knowledge or access to the latest data. However, …
Desktop environments remain the blind spot of multimodal-LLM agents: unlike web or mobile, they span heterogeneous software, lack …
UI grounding is a fundamental task for enterprise workflow automation. This task maps natural language instructions to precise pixel …