Comprehensible Convolutional Neural Networks via Guided Concept Learning

11 January 2021

Papers citing "Comprehensible Convolutional Neural Networks via Guided Concept Learning"

5 / 5 papers shown

Title
Faithful and Plausible Natural Language Explanations for Image Classification: A Pipeline Approach Adam Wojciechowski Mateusz Lango Ondrej Dusek FAtt 54 0 0 30 Jul 2024
Seeing in Words: Learning to Classify through Language Bottlenecks Khalid Saifullah Yuxin Wen Jonas Geiping Micah Goldblum Tom Goldstein VLM 21 2 0 29 Jun 2023
Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis Cristiano Patrício João C. Neves Luís F. Teixeira MedIm FAtt 24 17 0 10 Apr 2023
Towards Learning and Explaining Indirect Causal Effects in Neural Networks Abbaavaram Gowtham Reddy Saketh Bachu Harsh Nilesh Pathak Ben Godfrey V. Balasubramanian V. Varshaneya Satya Narayanan Kar CML 33 0 0 24 Mar 2023
Learning Deep Representations of Fine-grained Visual Descriptions Scott E. Reed Zeynep Akata Bernt Schiele Honglak Lee OCL VLM 176 840 0 17 May 2016