11 citations · 29 across the 18 of their papers we have counts for
3 papers · 1 filter
Geometric Encoding for Spatial Reasoning in Vision-Language Models
Antonio Jun, Haoshui Yu, Zhengyi Lu +2
Vision-Language Models (VLMs) are far more reliable at recognizing what appears in a video than at reasoning about its spatial and temporal properties, such as metric distances, ob…
HybridSB-MoE: Dual-Domain Schrödinger Bridges with Scene-Adaptive Expert Routing for Speech Enhancement
Zhengyi Lu, Aswini Sivakumar, Jie Hu +1
Generative speech enhancement faces three gaps: spectral models capture harmonic structure but often disrupt phase, waveform models preserve phase but miss harmonics, and Schröding…
RAG-X: Systematic Diagnosis of Retrieval-Augmented Generation for Medical Question Answering
Aswini Sivakumar, Vijayan Sugumaran, Yao Qiang
Automated question-answering (QA) systems increasingly rely on retrieval-augmented generation (RAG) to ground large language models (LLMs) in authoritative medical knowledge, ensur…