Lior Wolf

Research output

Research output per year 2000 2016 2017 2018 2019 2020 2021 2022

• 143 Conference contribution
• 56 Article
• 28 Conference article
• 16 Paper
• 6 More
  • 2 Chapter
  • 2 Review article
  • 1 Entry for encyclopedia/dictionary
  • 1 Meeting Abstract

Research output per year

Research output per year

Search results

• 2022

  A-Muze-Net: Music Generation by Composing the Harmony Based on the Generated Melody

  Goren, O., Nachmani, E. & Wolf, L., 2022, MultiMedia Modeling - 28th International Conference, MMM 2022, Proceedings. Þór Jónsson, B., Gurrin, C., Tran, M-T., Dang-Nguyen, D-T., Hu, A. M-C., Huynh Thi Thanh, B. & Huet, B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 557-568 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13141 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Music 100%
  • Chord or secant line 83%
  • Training 40%
  • Conditioning 40%
  • Experiment 29%

• Geometric Transformer for End-to-End Molecule Properties Prediction

  Choukroun, Y. & Wolf, L., 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence, IJCAI 2022. De Raedt, L. & De Raedt, L. (eds.). International Joint Conferences on Artificial Intelligence, p. 2895-2901 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Molecules 100%
  • Quantum chemistry 40%
  • Geometry 31%
  • Machine learning 18%

• Video and Text Matching with Conditioned Embeddings

  Ali, A., Schwartz, I., Hazan, T. & Wolf, L., 2022, Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022. Institute of Electrical and Electronics Engineers Inc., p. 478-487 10 p. (Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Neural networks 100%
• 2021

  Adaptive Gradient Balancing for Undersampled MRI Reconstruction and Image-to-Image Translation

  Malkiel, I., Ahn, S., Taviani, V., Menini, A., Wolf, L. & Hardy, C. J., 23 May 2021, 2021 IEEE International Conference on Computational Photography, ICCP 2021. Institute of Electrical and Electronics Engineers Inc., 9466257. (2021 IEEE International Conference on Computational Photography, ICCP 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Magnetic resonance imaging 100%
  • gradients 62%
  • Image quality 44%
  • iterative networks 32%
  • Deep neural networks 23%

• A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detection

  Sheynin, S., Benaim, S. & Wolf, L., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 8475-8484 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Anomaly detection 100%
  • Discriminators 59%
  • Defects 32%

• Caption Enriched Samples for Improving Hateful Memes Detection

  Blaier, E., Malkiel, I. & Wolf, L., 2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 9350-9358 9 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Language Model 100%
  • Demonstrate 25%
  • Tuning 24%
  • Training 22%
  • Vision 21%

• Computational Visual Ceramicology: Matching Image Outlines to Catalog Sketches

  Itkin, B., Wolf, L. & Dershowitz, N., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 14822-14830 9 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 17A).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image matching 100%
  • Labeled data 48%
  • Deep learning 37%
  • Classifiers 29%

• Correcting motion artifacts in mri scans using a deep neural network with automatic motion timing detection

  Rotman, M., Brada, R., Beniaminy, I., Ahn, S., Hardy, C. J. & Wolf, L., 2021, Medical Imaging 2021: Physics of Medical Imaging. Bosmans, H., Zhao, W. & Yu, L. (eds.). SPIE, 1159514. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11595).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Artifacts 100%
  • Deep neural networks 99%
  • artifacts 95%
  • time measurement 81%
  • Compressed sensing 58%

• Data Augmenting Contrastive Learning of Speech Representations in the Time Domain

  Kharitonov, E., Riviere, M., Synnaeve, G., Wolf, L., Mazare, P. E., Douze, M. & Dupoux, E., 19 Jan 2021, 2021 IEEE Spoken Language Technology Workshop, SLT 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 215-222 8 p. 9383605. (2021 IEEE Spoken Language Technology Workshop, SLT 2021 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Contrastive 100%
  • coding 58%
  • Benchmark 41%
  • Augmentation 40%
  • Reverberation 36%

• Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers

  Chefer, H., Gur, S. & Wolf, L., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 387-396 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Object detection 100%
  • Image segmentation 92%
  • Computer vision 82%

• HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation

  Nirkin, Y., Wolf, L. & Hassner, T., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 4060-4069 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Semantics 100%
  • Volatile organic compounds 59%
  • Convolution 48%
  • Data storage equipment 29%

• IDENTITY AND ATTRIBUTE PRESERVING THUMBNAIL UPSCALING

  Gat, N., Benaim, S. & Wolf, L., 2021, 2021 IEEE International Conference on Image Processing, ICIP 2021 - Proceedings. IEEE Computer Society, p. 2708-2712 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2021-September).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image resolution 100%
  • Face recognition 22%

• In Defense of the Learning Without Forgetting for Task Incremental Learning

  Oren, G. & Wolf, L., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2021. Institute of Electrical and Electronics Engineers Inc., p. 2209-2218 10 p. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2021-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Distillation 100%
  • Learning systems 98%
  • Experiments 34%

• Many-speakers single channel speech separation with optimal permutation training

  Dovrat, S., Nachmani, E. & Wolf, L., 2021, 22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021. International Speech Communication Association, p. 2408-2412 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; vol. 4).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Speech 100%
  • Training 80%
  • Permutation 61%
  • Invariant 31%
  • Margin 21%

• Maximal multiverse learning for promoting cross-task generalization of fine-tuned language models

  Malkiel, I. & Wolf, L., 2021, EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 187-199 13 p. (EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Language Model 100%
  • Multiverse 88%
  • Tuning 74%
  • Training 66%
  • Language Modeling 58%

• Meta Internal Learning

  Bensadoun, R., Gur, S., Galanti, T. & Wolf, L., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 20645-20656 12 p. (Advances in Neural Information Processing Systems; vol. 25).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Interpolation 100%
  • Discriminators 73%
  • Statistics 44%

• MTAdam: Automatic Balancing of Multiple Training Loss Terms

  Malkiel, I. & Wolf, L., 2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 10713-10729 17 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Balancing 100%
  • Training 92%
  • Term 47%
  • Gradient 22%
  • Moment 13%

• NATURAL STATISTICS OF NETWORK ACTIVATIONS AND IMPLICATIONS FOR KNOWLEDGE DISTILLATION

  Rotman, M. & Wolf, L., 2021, 2021 IEEE International Conference on Image Processing, ICIP 2021 - Proceedings. IEEE Computer Society, p. 399-403 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2021-September).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Distillation 100%
  • Chemical activation 86%
  • Statistics 72%
  • Image recognition 27%
  • Deep neural networks 23%

• Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification

  Nuriel, O., Benaim, S. & Wolf, L., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 9477-9486 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image classification 100%
  • Statistics 70%
  • Chemical activation 42%
  • Textures 37%
  • Classifiers 33%

• Recovering AES Keys with a Deep Cold Boot Attack

  Zimerman, I., Nachmani, E. & Wolf, L., 2021, Proceedings of the 38th International Conference on Machine Learning. Meila, M. & Zhang, T. (eds.). PMLR, p. 12955-12966 12 p. (Proceedings of Machine Learning Research; vol. 139).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Sample Selection for Universal Domain Adaptation

  Lifshitz, O. & Wolf, L., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 8592-8600 9 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 10A).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Labels 100%

• Scale-localized abstract reasoning

  Benny, Y., Pekar, N. & Wolf, L., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 12552-12560 9 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Semantics 100%

• SCENE GRAPH TO IMAGE GENERATION WITH CONTEXTUALIZED OBJECT LAYOUT REFINEMENT

  Ivgi, M., Benny, Y., Ben-David, A., Berant, J. & Wolf, L., 2021, 2021 IEEE International Conference on Image Processing, ICIP 2021 - Proceedings. IEEE Computer Society, p. 2428-2432 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2021-September).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Shuffling Recurrent Neural Networks

  Rotman, M. & Wolf, L., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 9428-9435 8 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 11A).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Recurrent neural networks 100%
  • Experiments 17%

• Single-Shot Freestyle Dance Reenactment

  Gafni, O., Ashual, O. & Wolf, L., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 882-891 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Transformer Interpretability Beyond Attention Visualization

  Chefer, H., Gur, S. & Wolf, L., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 782-791 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Visualization 100%
  • Text processing 53%
  • Computer vision 36%
  • Decomposition 31%

• Visualization of Supervised and Self-Supervised Neural Networks via Attribution Guided Factorization

  Gur, S., Ali, A. & Wolf, L., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 11545-11554 10 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 13A).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Factorization 100%
  • Visualization 77%
  • Neural networks 60%
  • Labels 28%
  • Pixels 25%
• 2020

  A gated hypernet decoder for polar codes

  Nachmani, E. & Wolf, L., May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5210-5214 5 p. 9054607. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Decoding 100%
  • Message passing 62%
  • Maximum likelihood 55%
  • Bit error rate 54%

• Comparing vision-based to sonar-based 3D reconstruction

  Frank, N., Wolf, L., Olshansky, D., Boonman, A. & Yovel, Y., Apr 2020, IEEE International Conference on Computational Photography, ICCP 2020. Institute of Electrical and Electronics Engineers Inc., 9105273. (IEEE International Conference on Computational Photography, ICCP 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • sonar 100%
  • Sonar 89%
  • bats 46%
  • Imaging techniques 24%
  • image reconstruction 16%

• Coupled waveguides geometry retrieval using neural networks

  Coen, T., Greener, H., Mrejen, M., Wolf, L. & Suchowski, H., 2020, CLEO: Applications and Technology, CLEO_AT 2020. OSA - The Optical Society, JTh2B.2. (Optics InfoBase Conference Papers; vol. Part F181-CLEO-AT 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Waveguides 100%
  • Electric fields 89%
  • Electric Field 88%
  • Neural networks 59%
  • Geometry 59%

• Coupled Waveguides Geometry Retrieval using Neural Networks

  Coen, T., Greener, H., Mrejen, M., Wolf, L. & Suchowski, H., May 2020, 2020 Conference on Lasers and Electro-Optics, CLEO 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9192037. (Conference Proceedings - Lasers and Electro-Optics Society Annual Meeting-LEOS; vol. 2020-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Waveguides 100%
  • Electric fields 89%
  • Electric Field 88%
  • Neural networks 59%
  • Geometry 59%

• Electric Analog Circuit Design with Hypernetworks and A Differential Simulator

  Rotman, M. & Wolf, L., May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4157-4161 5 p. 9054042. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Analog circuits 100%
  • Simulators 64%
  • Networks (circuits) 32%
  • Power spectrum 32%
  • Refining 28%

• End to end lip synchronization with a temporal autoencoder

  Shalev, Y. & Wolf, L., Mar 2020, Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020. Institute of Electrical and Electronics Engineers Inc., p. 330-339 10 p. 9093490. (Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Synchronization 100%
  • Recurrent neural networks 65%

• Interactive scene generation via scene graphs with attributes

  Ashual, O. & Wolf, L., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI press, p. 13651-13654 4 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Discriminators 100%
  • Masks 76%
  • Paint 43%
  • Graphical user interfaces 40%

• Learning Personal Representations from fMRI by Predicting Neurofeedback Performance

  Osin, J., Wolf, L., Gurevitch, G., Keynan, J. N., Fruchtman-Steinbok, T., Or-Borichev, A. & Hendler, T., 2020, Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 - 23rd International Conference, Proceedings. Martel, A. L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M. A., Zhou, S. K., Racoceanu, D. & Joskowicz, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 469-478 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12267 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Magnetic Resonance Imaging 100%
  • Learning 79%
  • Performance 52%
  • Prediction 46%
  • Linear Prediction 39%

• Meta decision trees for explainable recommendation systems

  Shulman, E. & Wolf, L., 7 Feb 2020, AIES 2020 - Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society. Association for Computing Machinery, Inc, p. 365-371 7 p. (AIES 2020 - Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Recommender systems 100%
  • Decision trees 97%
  • Collaborative filtering 56%
  • Costs 19%

• OneGAN: Simultaneous Unsupervised Learning of Conditional Image Generation, Foreground Segmentation, and Fine-Grained Clustering

  Benny, Y. & Wolf, L., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 514-530 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12371 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Unsupervised Learning 100%
  • Discriminators 82%
  • Segmentation 80%
  • Unsupervised learning 75%
  • Clustering 63%

• Relative attributing propagation: Interpreting the comparative contributions of individual units in deep neural networks

  Nam, W. J., Gur, S., Choi, J., Wolf, L. & Lee, S. W., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI press, p. 2501-2508 8 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Deep neural networks 100%
  • Neurons 71%
  • Conservation 24%
  • Visualization 19%
  • Experiments 9%

• Retrieving nanostructure images from spectra

  Mrejen, M., Malkiel, I., Wolf, L. & Suchowski, H., 2020, CLEO: QELS_Fundamental Science, CLEO_QELS 2020. OSA - The Optical Society, (Optics InfoBase Conference Papers; vol. Part F182-CLEO-QELS 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Nanostructures 100%
  • Deep neural networks 79%
  • Nanomaterial 51%
  • Geometry 49%

• Retrieving Nanostructure Images from Spectra

  Mrejen, M., Malkiel, I., Wolf, L. & Suchowski, H., May 2020, 2020 Conference on Lasers and Electro-Optics, CLEO 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9193009. (Conference Proceedings - Lasers and Electro-Optics Society Annual Meeting-LEOS; vol. 2020-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Nanostructures 100%
  • Deep neural networks 79%
  • Nanomaterial 51%
  • Geometry 49%

• Supervised and unsupervised learning of parameterized color enhancement

  Chai, Y., Giryes, R. & Wolf, L., Mar 2020, Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020. Institute of Electrical and Electronics Engineers Inc., p. 981-989 9 p. 9093321. (Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Unsupervised learning 100%
  • Supervised learning 92%
  • Color 62%
  • Image enhancement 49%
  • Convolutional neural networks 39%

• Voice separation with an unknown number of multiple speakers

  Nachmani, E., Adi, Y. & Wolf, L., 2020, 37th International Conference on Machine Learning, ICML 2020. Daume, H. & Singh, A. (eds.). International Machine Learning Society (IMLS), p. 7121-7132 12 p. (37th International Conference on Machine Learning, ICML 2020; vol. PartF168147-10).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Voice 100%
  • Unknown 45%
  • Neural Networks 21%
  • Neural networks 21%
  • Output 17%
• 2019

  A formal approach to explainability

  Wolf, L., Galanti, T. & Hazan, T., 27 Jan 2019, AIES 2019 - Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society. Association for Computing Machinery, Inc, p. 255-261 7 p. (AIES 2019 - Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Chemical activation 100%

• Attention-based Wavenet Autoencoder for Universal Voice Conversion

  Polyak, A. & Wolf, L., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6800-6804 5 p. 8682589. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Pipelines 100%
  • Teaching 57%
  • Robots 42%
  • Neural networks 39%
  • Experiments 23%

• Bidirectional one-shot unsupervised domain mapping

  Cohen, T. & Wolf, L., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 1784-1792 9 p. 9009515. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Deep learning for design and retrieval of plasmonic nanostructures

  Mrejen, M., Malkiel, I., Nagler, A., Arieli, U., Wolf, L. & Suchowski, H., 2019, CLEO: QELS_Fundamental Science, CLEO_QELS 2019. OSA - The Optical Society, (Optics InfoBase Conference Papers; vol. Part F128-CLEO_QELS 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Plasmonics 100%
  • Nanostructures 83%
  • Inverse problems 73%
  • Deep learning 60%
  • Dimension 51%

• Deep Learning for Design and Retrieval of Plasmonic Nanostructures

  Mrejen, M., Malkiel, I., Nagler, A., Arieli, U., Wolf, L. & Suchowski, H., May 2019, 2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8749636. (2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Plasmonics 100%
  • Deep Learning 94%
  • Nanostructures 83%
  • Electromagnetic Phenomena 80%
  • learning 74%

• Deep meta functionals for shape representation

  Littwin, G. & Wolf, L., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 1824-1833 10 p. 9010022. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Deep neural networks 100%
  • Topology 69%
  • Experiments 36%

• Detect the unexpected: Novelty detection in large astrophysical surveys using fisher vectors

  Rotman, M., Reis, I., Poznanski, D. & Wolf, L., 2019, IC3K 2019 - Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. Fred, A. & Filipe, J. (eds.). SciTePress, p. 124-134 11 p. (IC3K 2019 - Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management; vol. 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Galaxies 100%
  • Anomaly detection 74%
  • Probability distributions 67%

• Domain intersection and domain difference

  Benaim, S., Khaitov, M., Galanti, T. & Wolf, L., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 3444-3452 9 p. 9008767. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Experiments 100%