Semi-supervised Concept Bottleneck Models

Semi-supervised Concept Bottleneck Models

27 June 2024

Lu Yu

Ping Ma

Di Wang

Papers citing "Semi-supervised Concept Bottleneck Models"

10 / 10 papers shown

Title
Leakage and Interpretability in Concept-Based Models Enrico Parisini Tapabrata Chakraborti Chris Harbron Ben D. MacArthur Christopher R. S. Banerji 25 0 0 18 Apr 2025
C^2 ATTACK: Towards Representation Backdoor on CLIP via Concept Confusion Lijie Hu Junchi Liao Weimin Lyu Shaopeng Fu Tianhao Huang Shu Yang Guimin Hu Di Wang AAML 62 0 0 12 Mar 2025
Towards Multi-dimensional Explanation Alignment for Medical Classification Lijie Hu Songning Lai Wenshuo Chen Hongru Xiao Hongbin Lin Lu Yu Jingfeng Zhang Di Wang 19 0 0 28 Oct 2024
Faithful Interpretation for Graph Neural Networks Lijie Hu Tianhao Huang Lu Yu Wanyu Lin Tianhang Zheng Di Wang 19 1 0 09 Oct 2024
Text Guided Image Editing with Automatic Concept Locating and Forgetting Jia Li Lijie Hu Zhixian He Jingfeng Zhang Tianhang Zheng Di Wang DiffM 25 3 0 30 May 2024
Concept-Attention Whitening for Interpretable Skin Lesion Diagnosis Junlin Hou Jilan Xu Hao Chen MedIm 23 2 0 09 Apr 2024
Can we Constrain Concept Bottleneck Models to Learn Semantically Meaningful Input Features? Jack Furby Daniel Cunnington Dave Braines Alun D. Preece 18 3 0 01 Feb 2024
Interpretable Neural-Symbolic Concept Reasoning Pietro Barbiero Gabriele Ciravegna Francesco Giannini M. Zarlenga Lucie Charlotte Magister Alberto Tonda Pietro Lio' F. Precioso M. Jamnik G. Marra NAI LRM 48 37 0 27 Apr 2023
Post-hoc Concept Bottleneck Models Mert Yuksekgonul Maggie Wang James Y. Zou 130 182 0 31 May 2022
Meta Pseudo Labels Hieu H. Pham Zihang Dai Qizhe Xie Minh-Thang Luong Quoc V. Le VLM 245 648 0 23 Mar 2020