Detecting and Preventing Hallucinations in Large Vision Language Models

Autor: Gunjal, Anisha, Yin, Jihan, Bas, Erhan

Instruction tuned Large Vision Language Models (LVLMs) have significantly advanced in generalizing across a diverse set of multi-modal tasks, especially for Visual Question Answering (VQA). However, generating detailed responses that are visually gro

Externí odkaz: http://arxiv.org/abs/2308.06394

NBDT: Neural-Backed Decision Trees

Autor: Wan, Alvin, Dunlap, Lisa, Ho, Daniel, Yin, Jihan, Lee, Scott, Jin, Henry, Petryk, Suzanne, Bargal, Sarah Adel, Gonzalez, Joseph E.

Machine learning applications such as finance and medicine demand accurate and justifiable predictions, barring most deep learning methods from use. In response, previous work combines decision trees with deep learning, yielding models that (1) sacri

Externí odkaz: http://arxiv.org/abs/2004.00221

Radiomics for predicting revised hematoma expansion with the inclusion of intraventricular hemorrhage growth in patients with supratentorial spontaneous intraparenchymal hematomas.

Autor: Xia X; Department of Radiology, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao, China., Ren Q; Department of Radiology, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao, China., Cui J; Department of Radiology, The Affiliated Hospital of Qingdao University, Qingdao, China., Dong H; Deepwise AI Lab, Beijing Deepwise & League of PHD Technology Co., Ltd, Beijing, China., Huang Z; Department of Radiology, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao, China., Jiang Q; Department of Radiology, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao, China., Guan S; Department of Radiology, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao, China., Huang C; Deepwise AI Lab, Beijing Deepwise & League of PHD Technology Co., Ltd, Beijing, China., Yin J; Department of Radiology, Rizhao Central Hospital, Rizhao, China., Xu J; Deepwise AI Lab, Beijing Deepwise & League of PHD Technology Co., Ltd, Beijing, China., Liang K; Deepwise AI Lab, Beijing Deepwise & League of PHD Technology Co., Ltd, Beijing, China., Wang H; Deepwise AI Lab, Beijing Deepwise & League of PHD Technology Co., Ltd, Beijing, China., Han K; Deepwise AI Lab, Beijing Deepwise & League of PHD Technology Co., Ltd, Beijing, China., Meng X; Department of Radiology, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao, China.

Publikováno v: Annals of translational medicine [Ann Transl Med] 2022 Jan; Vol. 10 (1), pp. 8.