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A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image
  Analysis

A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis

Neural Information Processing Systems (NeurIPS), 2024
23 May 2024
Yue Yang
Mona Gandhi
Yufei Wang
Yifan Wu
Michael S. Yao
Christopher Callison-Burch
James C. Gee
Mark Yatskar
ArXiv (abs)PDFHTMLGithub (1131★)

Papers citing "A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis"

8 / 8 papers shown
RAD: Towards Trustworthy Retrieval-Augmented Multi-modal Clinical Diagnosis
RAD: Towards Trustworthy Retrieval-Augmented Multi-modal Clinical Diagnosis
Haolin Li
Tianjie Dai
Zhe Chen
Siyuan Du
Jiangchao Yao
Ya Zhang
Yanfeng Wang
193
0
0
24 Sep 2025
Dyslexify: A Mechanistic Defense Against Typographic Attacks in CLIP
Dyslexify: A Mechanistic Defense Against Typographic Attacks in CLIP
Lorenz Hufe
Constantin Venhoff
Maximilian Dreyer
Sebastian Lapuschkin
Wojciech Samek
Wojciech Samek
AAML
261
2
0
28 Aug 2025
Skin Lesion Phenotyping via Nested Multi-modal Contrastive Learning
Skin Lesion Phenotyping via Nested Multi-modal Contrastive Learning
Dionysis Christopoulos
Sotiris Spanos
Eirini Baltzi
Valsamis Ntouskos
Konstantinos Karantzalos
362
1
0
29 May 2025
From What to How: Attributing CLIP's Latent Components Reveals Unexpected Semantic Reliance
From What to How: Attributing CLIP's Latent Components Reveals Unexpected Semantic Reliance
Maximilian Dreyer
Lorenz Hufe
J. Berend
Thomas Wiegand
Sebastian Lapuschkin
Wojciech Samek
280
2
0
26 May 2025
Unified 3D MRI Representations via Sequence-Invariant Contrastive Learning
Unified 3D MRI Representations via Sequence-Invariant Contrastive Learning
Liam Chalcroft
Jenny Crinion
Cathy J. Price
John Ashburner
1.2K
1
0
21 Jan 2025
BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs
BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs
Sheng Zhang
Yanbo Xu
Naoto Usuyama
Hanwen Xu
J. Bagga
...
Carlo Bifulco
M. Lungren
Tristan Naumann
Sheng Wang
Hoifung Poon
LM&MAMedIm
990
530
0
10 Jan 2025
Mechanistic understanding and validation of large AI models with SemanticLens
Mechanistic understanding and validation of large AI models with SemanticLens
Maximilian Dreyer
J. Berend
Tobias Labarta
Johanna Vielhaben
Thomas Wiegand
Sebastian Lapuschkin
Wojciech Samek
236
32
0
10 Jan 2025
StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel Examples
StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel Examples
Ajay Patel
Jiacheng Zhu
Justin Qiu
Zachary Horvitz
Marianna Apidianaki
Kathleen McKeown
Chris Callison-Burch
364
23
0
16 Oct 2024
1
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