A Region Based Convolutional Network for Tumor Detection and Classification in Breast Mammography
Akselrod-Ballin, Ayelet, Karlinsky, Leonid, Alpert, Sharon, Hasoul, Sharbell, Ben-Ari, Rami, Barkan, Ella
Published in Deep Learning and Data Labeling for Medical Applications
Published in Deep Learning and Data Labeling for Medical Applications
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Book Chapter
Deep Learning for Automatic Detection of Abnormal Findings in Breast Mammography
Akselrod-Ballin, Ayelet, Karlinsky, Leonid, Hazan, Alon, Bakalo, Ran, Horesh, Ami Ben, Shoshan, Yoel, Barkan, Ella
Published in Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support
Published in Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support
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Book Chapter
A Maximal Correlation Framework for Fair Machine Learning
Lee, Joshua, Bu, Yuheng, Sattigeri, Prasanna, Panda, Rameswar, Wornell, Gregory W, Karlinsky, Leonid, Schmidt Feris, Rogerio
Published in Entropy (Basel, Switzerland) (26.03.2022)
Published in Entropy (Basel, Switzerland) (26.03.2022)
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Journal Article
Baby steps towards few-shot learning with multiple semantics
Schwartz, Eli, Karlinsky, Leonid, Feris, Rogerio, Giryes, Raja, Bronstein, Alex
Published in Pattern recognition letters (01.08.2022)
Published in Pattern recognition letters (01.08.2022)
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Journal Article
RepMet: Representative-Based Metric Learning for Classification and Few-Shot Object Detection
Karlinsky, Leonid, Shtok, Joseph, Harary, Sivan, Schwartz, Eli, Aides, Amit, Feris, Rogerio, Giryes, Raja, Bronstein, Alex M.
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
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Conference Proceeding
A Broad Study on the Transferability of Visual Representations with Contrastive Learning
Islam, Ashraful, Chen, Chun-Fu, Panda, Rameswar, Karlinsky, Leonid, Radke, Richard, Feris, Rogerio
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
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Conference Proceeding
MAEDAY: MAE for few- and zero-shot AnomalY-Detection
Schwartz, Eli, Arbelle, Assaf, Karlinsky, Leonid, Harary, Sivan, Scheidegger, Florian, Doveh, Sivan, Giryes, Raja
Published in Computer vision and image understanding (01.04.2024)
Published in Computer vision and image understanding (01.04.2024)
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Journal Article
Fine-Grained Recognition of Thousands of Object Categories with Single-Example Training
Karlinsky, Leonid, Shtok, Joseph, Tzur, Yochay, Tzadok, Asaf
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
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Conference Proceeding
MetAdapt: Meta-learned task-adaptive architecture for few-shot classification
Doveh, Sivan, Schwartz, Eli, Xue, Chao, Feris, Rogerio, Bronstein, Alex, Giryes, Raja, Karlinsky, Leonid
Published in Pattern recognition letters (01.09.2021)
Published in Pattern recognition letters (01.09.2021)
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Journal Article
Fine-grained Angular Contrastive Learning with Coarse Labels
Bukchin, Guy, Schwartz, Eli, Saenko, Kate, Shahar, Ori, Feris, Rogerio, Giryes, Raja, Karlinsky, Leonid
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
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Conference Proceeding
LaSO: Label-Set Operations Networks for Multi-Label Few-Shot Learning
Alfassy, Amit, Karlinsky, Leonid, Aides, Amit, Shtok, Joseph, Harary, Sivan, Feris, Rogerio, Giryes, Raja, Bronstein, Alex M.
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
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Conference Proceeding
CODA-Prompt: COntinual Decomposed Attention-Based Prompting for Rehearsal-Free Continual Learning
Smith, James Seale, Karlinsky, Leonid, Gutta, Vyshnavi, Cascante-Bonilla, Paola, Kim, Donghyun, Arbelle, Assaf, Panda, Rameswar, Feris, Rogerio, Kira, Zsolt
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding
Domain specific convolutional neural nets for detection of architectural distortion in mammograms
Ben-Ari, Rami, Akselrod-Ballin, Ayelet, Karlinsky, Leonid, Hashoul, Sharbell
Published in 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) (01.04.2017)
Published in 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) (01.04.2017)
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Conference Proceeding
A Maximal Correlation Approach to Imposing Fairness in Machine Learning
Lee, Joshua, Bu, Yuheng, Sattigeri, Prasanna, Panda, Rameswar, Wornell, Gregory, Karlinsky, Leonid, Feris, Rogerio
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding
Teaching Structured Vision & Language Concepts to Vision & Language Models
Doveh, Sivan, Arbelle, Assaf, Harary, Sivan, Schwartz, Eli, Herzig, Roei, Giryes, Raja, Feris, Rogerio, Panda, Rameswar, Ullman, Shimon, Karlinsky, Leonid
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding
PromptonomyViT: Multi-Task Prompt Learning Improves Video Transformers using Synthetic Scene Data
Herzig, Roei, Abramovich, Ofir, Ben Avraham, Elad, Arbelle, Assaf, Karlinsky, Leonid, Shamir, Ariel, Darrell, Trevor, Globerson, Amir
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03.01.2024)
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03.01.2024)
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Conference Proceeding
C2KD: Cross-Lingual Cross-Modal Knowledge Distillation for Multilingual Text-Video Retrieval
Rouditchenko, Andrew, Chuang, Yung-Sung, Shvetsova, Nina, Thomas, Samuel, Feris, Rogerio, Kingsbury, Brian, Karlinsky, Leonid, Harwath, David, Kuehne, Hilde, Glass, James
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
ConStruct-VL: Data-Free Continual Structured VL Concepts Learning
Smith, James Seale, Cascante-Bonilla, Paola, Arbelle, Assaf, Kim, Donghyun, Panda, Rameswar, Cox, David, Yang, Diyi, Kira, Zsolt, Feris, Rogerio, Karlinsky, Leonid
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding