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CRAFT: Concept Recursive Activation FacTorization for Explainability
Fel, Thomas, Picard, Agustin, Bethune, Louis, Boissin, Thibaut, Vigouroux, David, Colin, Julien, Cadenc, Remi, Serre, Thomas
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2023)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2023)
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Conference Proceeding
Journal Article
Local Texture Estimator for Implicit Representation Function
Lee, Jaewon, Jin, Kyong Hwan
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
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Conference Proceeding
A Comprehensive Study of Image Classification Model Sensitivity to Foregrounds, Backgrounds, and Visual Attributes
Moayeri, Mazda, Pope, Phillip, Balaji, Yogesh, Feizi, Soheil
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
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Conference Proceeding
Texture-based Error Analysis for Image Super-Resolution
Magid, Salma Abdel, Lin, Zudi, Wei, Donglai, Zhang, Yulun, Gu, Jinjin, Pfister, Hanspeter
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
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Conference Proceeding
Journal Article
ContIG: Self-supervised Multimodal Contrastive Learning for Medical Imaging with Genetics
Taleb, Aiham, Kirchler, Matthias, Monti, Remo, Lippert, Christoph
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
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Conference Proceeding
Neural Reflectance for Shape Recovery with Shadow Handling
Li, Junxuan, Li, Hongdong
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
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Conference Proceeding
NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks
Sammani, Fawaz, Mukherjee, Tanmoy, Deligiannis, Nikos
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
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Conference Proceeding
B-cos Networks: Alignment is All We Need for Interpretability
Bohle, Moritz, Fritz, Mario, Schiele, Bernt
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
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Conference Proceeding
A Framework for Learning Ante-hoc Explainable Models via Concepts
Sarkar, Anirban, Vijaykeerthy, Deepak, Sarkar, Anindya, Balasubramanian, Vineeth N
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
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Conference Proceeding
A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information
Kowal, Matthew, Siam, Mennatullah, Islam, Md Amirul, Bruce, Neil D. B., Wildes, Richard P., Derpanis, Konstantinos G.
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
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Conference Proceeding
Understanding Uncertainty Maps in Vision with Statistical Testing
Nazarovs, Jurijs, Huang, Zhichun, Tasneeyapant, Songwong, Chakraborty, Rudrasis, Singh, Vikas
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
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Conference Proceeding
Journal Article
Training-free Transformer Architecture Search
Zhou, Qinqin, Sheng, Kekai, Zheng, Xiawu, Li, Ke, Sun, Xing, Tian, Yonghong, Chen, Jie, Ji, Rongrong
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
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Conference Proceeding
PIP-Net: Patch-Based Intuitive Prototypes for Interpretable Image Classification
Nauta, Meike, Schlotterer, Jorg, van Keulen, Maurice, Seifert, Christin
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2023)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2023)
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Conference Proceeding
Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification
Yang, Yue, Panagopoulou, Artemis, Zhou, Shenghao, Jin, Daniel, Callison-Burch, Chris, Yatskar, Mark
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2023)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2023)
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Conference Proceeding
Show, Deconfound and Tell: Image Captioning with Causal Inference
Liu, Bing, Wang, Dong, Yang, Xu, Zhou, Yong, Yao, Rui, Shao, Zhiwen, Zhao, Jiaqi
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2022)
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Conference Proceeding