Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning

Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning

4 April 2024

Vladimir Ivanov

Aleksandr Beznosikov

Alexander Gasnikov

Papers citing "Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning"

6 / 6 papers shown

Title
Discovering Fine-Grained Visual-Concept Relations by Disentangled Optimal Transport Concept Bottleneck Models Yan Xie Zequn Zeng Hao Zhang Yucheng Ding Y. Wang Zhengjue Wang Bo Chen Hongwei Liu OT 31 0 0 12 May 2025
Tree-Based Leakage Inspection and Control in Concept Bottleneck Models Angelos Ragkousis Sonali Parbhoo 29 1 0 08 Oct 2024
Conceptual Learning via Embedding Approximations for Reinforcing Interpretability and Transparency Maor Dikter Tsachi Blau Chaim Baskin 33 0 0 13 Jun 2024
Improving Concept Alignment in Vision-Language Concept Bottleneck Models Nithish Muthuchamy Selvaraj Xiaobao Guo Bingquan Shen A. Kong Alex C. Kot VLM 37 0 0 03 May 2024
Cross-Modal Conceptualization in Bottleneck Models Danis Alukaev S. Kiselev Ilya S. Pershin Bulat Ibragimov Vladimir Ivanov Alexey Kornaev Ivan Titov 33 7 0 23 Oct 2023
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 293 3,689 0 11 Feb 2021