Jacob Goldberger
Orcid: 0000-0002-2225-1914
According to our database1,
Jacob Goldberger
authored at least 186 papers
between 1997 and 2024.
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Bibliography
2024
Confidence Calibration of a Medical Imaging Classification System That is Robust to Label Noise.
IEEE Trans. Medical Imaging, June, 2024
Domain Adaptation Using Suitable Pseudo Labels for Speech Enhancement and Dereverberation.
IEEE ACM Trans. Audio Speech Lang. Process., 2024
2023
Supervised Domain Adaptation by transferring both the parameter set and its gradient.
Neurocomputing, December, 2023
Neurocomputing, April, 2023
Utilizing Perturbation of Atoms' Positions for Equivariant Pre-Training in 3D Molecular Analysis.
Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023
Proceedings of the Domain Adaptation and Representation Transfer - 5th MICCAI Workshop, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Calibration of A Regression Network Based on the Predictive Variance with Applications to Medical Images.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
2022
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
Proceedings of the Domain Adaptation and Representation Transfer - 4th MICCAI Workshop, 2022
Supervised Domain Adaptation Using Gradients Transfer for Improved Medical Image Analysis.
Proceedings of the Domain Adaptation and Representation Transfer - 4th MICCAI Workshop, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Adaptation of a Multi-Site Network to a New Clinical Site Via Batch-Normalization Similarity.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Proceedings of the 30th European Signal Processing Conference, 2022
2021
Medical Biol. Eng. Comput., 2021
perm2vec: Attentive Graph Permutation Selection for Decoding of Error Correction Codes.
IEEE J. Sel. Areas Commun., 2021
Stochastic weight pruning and the role of regularization in shaping network structure.
Neurocomputing, 2021
Neurocomputing, 2021
EURASIP J. Audio Speech Music. Process., 2021
Utilizing Evidence Spans via Sequence-Level Contrastive Learning for Long-Context Question Answering.
CoRR, 2021
Proceedings of *SEM 2021: The Tenth Joint Conference on Lexical and Computational Semantics, 2021
Transfer Learning with a Layer Dependent Regularization for Medical Image Segmentation.
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the 29th European Signal Processing Conference, 2021
Proceedings of the 29th European Signal Processing Conference, 2021
Proceedings of the 25th Conference on Computational Natural Language Learning, 2021
2020
Neurocomputing, 2020
Comput. Vis. Image Underst., 2020
The Role of Regularization in Shaping Weight and Node Pruning Dependency and Dynamics.
CoRR, 2020
SuperPAL: Supervised Proposition ALignment for Multi-Document Summarization and Derivative Sub-Tasks.
CoRR, 2020
perm2vec: Graph Permutation Selection for Decoding of Error Correction Codes using Self-Attention.
CoRR, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations.
Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2020
2019
CoRR, 2019
IEEE Computer Graphics and Applications, 2019
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019
Interpretable Online Banking Fraud Detection Based On Hierarchical Attention Mechanism.
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
A Mixture of Views Network With Applications to the Classification of Breast Microcalcifications.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Soft Labeling by Distilling Anatomical Knowledge for Improved MS Lesion Segmentation.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Classification and Detection in Mammograms With Weak Supervision Via Dual Branch Deep Neural Net.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Network Adaptation Strategies for Learning New Classes without Forgetting the Original Ones.
Proceedings of the IEEE International Conference on Acoustics, 2019
Information-bottleneck Based on the Jensen-shannon Divergence with Applications to Pairwise Clustering.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
GAN-based synthetic medical image augmentation for increased CNN performance in liver lesion classification.
Neurocomputing, 2018
Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Adding New Classes without Access to the Original Training Data with Applications to Language Identification.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
DNN-Based Concurrent Speakers Detector and its Application to Speaker Extraction with LCMV Beamforming.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Training Strategies for Deep Latent Models and Applications to Speech Presence Probability Estimation.
Proceedings of the Latent Variable Analysis and Signal Separation, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
Proceedings of the 27th International Conference on Computational Linguistics, 2018
2017
Task-Driven Dictionary Learning Based on Mutual Information for Medical Image Classification.
IEEE Trans. Biomed. Eng., 2017
Structured Image Classification from Conditional Random Field with Deep Class Embedding.
CoRR, 2017
Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017
A deep neural network witharestricted noisy channel for identification of functional introns.
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017
Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017
Modeling the Intra-class Variability for Liver Lesion Detection Using a Multi-class Patch-Based CNN.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Speaker extraction using LCMV beamformer with DNN-based SPP and RTF identification scheme.
Proceedings of the 25th European Signal Processing Conference, 2017
Successive relative transfer function identification using single microphone speech enhancement.
Proceedings of the 25th European Signal Processing Conference, 2017
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Information-Theory Interpretation of the Skip-Gram Negative-Sampling Objective Function.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
2016
IEEE Trans. Neural Networks Learn. Syst., 2016
IEEE Trans. Medical Imaging, 2016
A Hybrid Approach for Speech Enhancement Using MoG Model and Neural Network Phoneme Classifier.
IEEE ACM Trans. Audio Speech Lang. Process., 2016
Patch-Based Segmentation with Spatial Consistency: Application to MS Lesions in Brain MRI.
Int. J. Biomed. Imaging, 2016
Proceedings of the Odyssey 2016: The Speaker and Language Recognition Workshop, 2016
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016
Intra-cluster training strategy for deep learning with applications to language identification.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016
Mutual information criterion for feature selection with application to classification of breast microcalcifications.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
A phoneme-based pre-training approach for deep neural network with application to speech enhancement.
Proceedings of the IEEE International Workshop on Acoustic Signal Enhancement, 2016
A multi-view deep learning architecture for classification of breast microcalcifications.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning, 2016
2015
Comput. Electron. Agric., 2015
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015
MS lesion segmentation using a multi-channel patch-based approach with spatial consistency.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Multi-phase liver lesions classification using relevant visual words based on mutual information.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 19th Conference on Computational Natural Language Learning, 2015
2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the Eighteenth Conference on Computational Natural Language Learning, 2014
Proceedings of the Eighteenth Conference on Computational Natural Language Learning, 2014
2013
Proceedings of the Similarity-Based Pattern Recognition - Second International Workshop, 2013
Proceedings of the Similarity-Based Pattern Recognition - Second International Workshop, 2013
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013
2012
Pattern Recognit. Lett., 2012
IEEE Trans. Pattern Anal. Mach. Intell., 2012
Neurocomputing, 2012
Comput. Linguistics, 2012
Proceedings of the First Joint Conference on Lexical and Computational Semantics, 2012
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012
2011
X-ray Categorization and Retrieval on the Organ and Pathology Level, Using Patch-Based Visual Words.
IEEE Trans. Medical Imaging, 2011
IEEE Trans. Inf. Theory, 2011
Iterative Tomographic Solution of Integer Least Squares Problems With Applications to MIMO Detection.
IEEE J. Sel. Top. Signal Process., 2011
Distilling the wisdom of crowds: weighted aggregation of decisions on multiple issues.
Auton. Agents Multi Agent Syst., 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Proceedings of the Workshop on Textual Entailment, 2011
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011
2010
Automated and Interactive Lesion Detection and Segmentation in Uterine Cervix Images.
IEEE Trans. Medical Imaging, 2010
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010
Proceedings of the ImageCLEF, Experimental Evaluation in Visual Information Retrieval, 2010
2009
J. Comput. Neurosci., 2009
Int. J. Biomed. Imaging, 2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
X-Ray Image Categorization and Retrieval Using Patch-Based Visual Words Representation.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Addressing the ImageClef 2009 Challenge Using a Patch-based Visual Words Representation.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009
Proceedings of the Multilingual Information Access Evaluation II. Multimedia Experiments, 2009
2008
IEEE Trans. Inf. Theory, 2008
Pattern Recognit. Lett., 2008
IEEE Trans. Pattern Anal. Mach. Intell., 2008
EURASIP J. Adv. Signal Process., 2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Unifying Unknown Nodes in the Internet Graph Using Semisupervised Spectral Clustering.
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008
2007
IEEE Trans. Inf. Theory, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Combining Region and Edge Cues for Image Segmentation in a Probabilistic Gaussian Mixture Framework.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
An Optimal Reduced Representation of a MoG with Applicatios to Medical Image Database Classification.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
2006
Constrained Gaussian mixture model framework for automatic segmentation of MR brain images.
IEEE Trans. Medical Imaging, 2006
IEEE Trans. Image Process., 2006
IEEE Trans. Pattern Anal. Mach. Intell., 2006
2005
Comput. Vis. Image Underst., 2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
A distance measure between GMMs based on the unscented transform and its application to speaker recognition.
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005
2004
IEEE Trans. Pattern Anal. Mach. Intell., 2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
2003
Applying the Information Bottleneck Principle to Unsupervised Clustering of Discrete and Continuous Image Representations.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003
An Efficient Image Similarity Measure Based on Approximations of KL-Divergence Between Two Gaussian Mixtures.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003
2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the Computer Vision, 2002
Proceedings of the Pattern Recognition, 2002
2001
Pattern Recognit. Lett., 2001
Comput. Vis. Image Underst., 2001
Sequentially finding the N-Best List in Hidden Markov Models.
Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001
1999
IEEE Trans. Speech Audio Process., 1999
Proceedings of the International Conference on Computer Vision, 1999
1998
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
1997
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997