LangXAI: Integrating Large Vision Models for Generating Textual
Explanations to Enhance Explainability in Visual Perception Tasks

LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception Tasks

19 February 2024

Truong Thanh Hung Nguyen

Phuc Truong Loc Nguyen

Nils Kemmerzell

Van Binh Truong

Mohamed Abdelaal

Papers citing "LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception Tasks"

9 / 9 papers shown

Title
GPT-4V(ision) is a Human-Aligned Evaluator for Text-to-3D Generation Tong Wu Guandao Yang Zhibing Li Kai Zhang Ziwei Liu Leonidas Guibas Dahua Lin Gordon Wetzstein EGVM VGen 54 89 0 08 Jan 2024
Towards Trust of Explainable AI in Thyroid Nodule Diagnosis Hung Truong Thanh Nguyen Van Binh Truong V. Nguyen Quoc Hung Cao Quoc Khanh Nguyen 24 13 0 08 Mar 2023
PromptCap: Prompt-Guided Task-Aware Image Captioning Yushi Hu Hang Hua Zhengyuan Yang Weijia Shi Noah A. Smith Jiebo Luo 75 103 0 15 Nov 2022
Swin Transformer V2: Scaling Up Capacity and Resolution Ze Liu Han Hu Yutong Lin Zhuliang Yao Zhenda Xie ... Yue Cao Zheng Zhang Li Dong Furu Wei B. Guo ViT 175 1,783 0 18 Nov 2021
Ada-SISE: Adaptive Semantic Input Sampling for Efficient Explanation of Convolutional Neural Networks M. Sudhakar S. Sattarzadeh Konstantinos N. Plataniotis Jongseong Jang Yeonjeong Jeong Hyunwoo J. Kim AAML 21 11 0 15 Feb 2021
TTPLA: An Aerial-Image Dataset for Detection and Segmentation of Transmission Towers and Power Lines R. Abdelfattah Xiang Wang Song Wang ViT 84 68 0 20 Oct 2020
Black-box Explanation of Object Detectors via Saliency Maps Vitali Petsiuk R. Jain Varun Manjunatha Vlad I. Morariu Ashutosh Mehra Vicente Ordonez Kate Saenko FAtt 39 124 0 05 Jun 2020
RISE: Randomized Input Sampling for Explanation of Black-box Models Vitali Petsiuk Abir Das Kate Saenko FAtt 111 1,159 0 19 Jun 2018
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 404 61,900 0 04 Jun 2015