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EQ-CBM: A Probabilistic Concept Bottleneck with Energy-based Models and
  Quantized Vectors

EQ-CBM: A Probabilistic Concept Bottleneck with Energy-based Models and Quantized Vectors

22 September 2024
Sangwon Kim
Dasom Ahn
B. Ko
In-su Jang
Kwang-Ju Kim
ArXivPDFHTML

Papers citing "EQ-CBM: A Probabilistic Concept Bottleneck with Energy-based Models and Quantized Vectors"

3 / 3 papers shown
Title
Addressing Concept Mislabeling in Concept Bottleneck Models Through Preference Optimization
Addressing Concept Mislabeling in Concept Bottleneck Models Through Preference Optimization
Emiliano Penaloza
Tianyue H. Zhan
Laurent Charlin
Mateo Espinosa Zarlenga
42
0
0
25 Apr 2025
Leakage and Interpretability in Concept-Based Models
Leakage and Interpretability in Concept-Based Models
Enrico Parisini
Tapabrata Chakraborti
Chris Harbron
Ben D. MacArthur
Christopher R. S. Banerji
37
0
0
18 Apr 2025
Representation Engineering for Large-Language Models: Survey and Research Challenges
Representation Engineering for Large-Language Models: Survey and Research Challenges
Lukasz Bartoszcze
Sarthak Munshi
Bryan Sukidi
Jennifer Yen
Zejia Yang
David Williams-King
Linh Le
Kosi Asuzu
Carsten Maple
100
0
0
24 Feb 2025
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