Concept Bottleneck Models Paper Explained Information Guide

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[CVPR 2026] CBM-Suite | Rethinking Concept Bottleneck Models: From Pitfalls to Solutions
[CVPR 2026] CBM-Suite | Rethinking Concept Bottleneck Models: From Pitfalls to Solutions
XAI4CV 2025: Data-Efficient Visual Concept Bottleneck Models
XAI4CV 2025: Data-Efficient Visual Concept Bottleneck Models
UAI 2026 Tutorial: Probabilistic Concept Bottleneck Models (Part 1)
UAI 2026 Tutorial: Probabilistic Concept Bottleneck Models (Part 1)
DCBM: Data-efficient Concept Bottleneck Models @ ICML 2025
DCBM: Data-efficient Concept Bottleneck Models @ ICML 2025
Bayesian Concept Bottleneck Models with LLM Priors (Jean Feng)
Bayesian Concept Bottleneck Models with LLM Priors (Jean Feng)
There Was Never a Bottleneck in Concept Bottleneck Models (Antonio Almudévar)
There Was Never a Bottleneck in Concept Bottleneck Models (Antonio Almudévar)
Limitation in Concept Bottleneck Models - Residuals and Vector Disentanglement | Konghao Zhao
Limitation in Concept Bottleneck Models - Residuals and Vector Disentanglement | Konghao Zhao
9 Min Intro to Rashomon Slice for Concept Bottleneck Models (TMLR 2026)
9 Min Intro to Rashomon Slice for Concept Bottleneck Models (TMLR 2026)
Learning Bottleneck Concepts in Image Classification
Learning Bottleneck Concepts in Image Classification
Concept Learning with Energy-Based Models (Paper Explained)
Concept Learning with Energy-Based Models (Paper Explained)
Debrief video for concept bottleneck model
Debrief video for concept bottleneck model

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Last Updated: October 14, 2026

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arxiv.org/abs/2007.04612 Abstract: We seek to learn In this video, we dive deep into XAI4CV 2025 workshop: Data-Efficient Visual Speakers: Giuseppe Marra (KU Leuven); Pietro Barbiero (IBM Research); David Debot (KU Leuven) Slides: ... Happy to present our joint work on Interpretability published at ICML 2025. Authors: Katharina Prasse*, Patrick Knab*, Sascha ... Interpretable Deep Learning Seminar Series Abstract

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