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Lior Wolf

Professor

Former affiliations
 https://orcid.org/0000-0001-5578-8892
20002025

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  • 2025

    Classifier-Guided Captioning Across Modalities

    Shaulov, A., Shaharabany, T., Shaar, E., Chechik, G. & Wolf, L., 2025, 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 - Proceedings. Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

    Open Access
  • 2024

    Backward Lens: Projecting Language Model Gradients into the Vocabulary Space

    Katz, S., Belinkov, Y., Geva, M. & Wolf, L., 2024, EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Al-Onaizan, Y., Bansal, M. & Chen, Y.-N. (eds.). Association for Computational Linguistics (ACL), p. 2390-2422 33 p. (EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

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

    Open Access

  • Deep Quantum Error Correction

    Choukroun, Y. & Wolf, L., 25 Mar 2024, Technical Tracks 14. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 1 ed. Association for the Advancement of Artificial Intelligence, p. 64-72 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 1).

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

    Open Access
    2 Scopus citations

  • Diverse and Aligned Audio-to-Video Generation via Text-to-Video Model Adaptation

    Yariv, G., Gat, I., Benaim, S., Wolf, L., Schwartz, I. & Adi, Y., 25 Mar 2024, Technical Tracks 14. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 7 ed. Association for the Advancement of Artificial Intelligence, p. 6639-6647 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 7).

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

    Open Access
    11 Scopus citations

  • Efficient Verification-Based Face Identification

    Rozner, A., Battash, B., Lindenbaum, O. & Wolf, L., 2024, 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024).

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

    Open Access

  • Fine-Tuning CLIP via Explainability Map Propagation for Boosting Image and Video Retrieval

    Shalev, Y. & Wolf, L., 2024, Advances in Information Retrieval - 46th European Conference on Information Retrieval, ECIR 2024, Proceedings. Goharian, N., Tonellotto, N., He, Y., Lipani, A., McDonald, G., Macdonald, C. & Ounis, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 356-370 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14608 LNCS).

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

  • Knowledge Editing in Language Models via Adapted Direct Preference Optimization

    Rozner, A., Battash, B., Wolf, L. & Lindenbaum, O., 2024, EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2024. Al-Onaizan, Y., Bansal, M. & Chen, Y.-N. (eds.). Association for Computational Linguistics (ACL), p. 4761-4774 14 p. (EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2024).

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

  • LLM Questionnaire Completion for Automatic Psychiatric Assessment

    Rosenman, G., Wolf, L. & Hendler, T., 2024, EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2024. Al-Onaizan, Y., Bansal, M. & Chen, Y.-N. (eds.). Association for Computational Linguistics (ACL), p. 403-415 13 p. (EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2024).

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

  • PRILoRA: Pruned and Rank-Increasing Low-Rank Adaptation

    Benedek, N. & Wolf, L., 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2024. Graham, Y., Purver, M. & Purver, M. (eds.). Association for Computational Linguistics (ACL), p. 252-263 12 p. (EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2024).

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

    1 Scopus citations
  • 2023

    Annotator Consensus Prediction for Medical Image Segmentation with Diffusion Models

    Amit, T., Shichrur, S., Shaharabany, T. & Wolf, L., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 544-554 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14223 LNCS).

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

    4 Scopus citations

  • Box-based Refinement for Weakly Supervised and Unsupervised Localization Tasks

    Gomel, E., Shaharbany, T. & Wolf, L., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers Inc., p. 15998-16008 11 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

    Open Access
    3 Scopus citations

  • Discriminative Class Tokens for Text-to-Image Diffusion Models

    Schwartz, I., Snæbjarnarson, V., Chefer, H., Belongie, S., Wolf, L. & Benaim, S., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers Inc., p. 22668-22678 11 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

    5 Scopus citations

  • Dual Contrastive Learning for Self-Supervised ECG Mapping to Emotions and Glucose Levels

    Lalzary, N. & Wolf, L., 2023, 2023 IEEE SENSORS, SENSORS 2023 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of IEEE Sensors).

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

  • Dynamically-Scaled Deep Canonical Correlation Analysis

    Friedlander, T. & Wolf, L., 2023, Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, Proceedings. Kashima, H., Ide, T. & Peng, W.-C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 232-244 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13937 LNCS).

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

    1 Scopus citations

  • Energy Regularized RNNS for solving non-stationary Bandit problems

    Rotman, M. & Wolf, L., 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).

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

    Open Access
    1 Scopus citations

  • Focus Your Attention (with Adaptive IIR Filters)

    Lutati, S., Zimerman, I. & Wolf, L., 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 12538-12549 12 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

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

    Open Access

  • Gradient Adjusting Networks for Domain Inversion

    Sheffi, E., Rotman, M. & Wolf, L., 2023, Image Analysis - 23rd Scandinavian Conference, SCIA 2023, Proceedings. Gade, R., Felsberg, M. & Kämäräinen, J.-K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 118-137 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13886 LNCS).

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

  • Learning a Weight Map for Weakly-Supervised Localization

    Shaharabany, T. & Wolf, L., 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).

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

    Open Access

  • Optimizing AI for Mobile Malware Detection by Self-Built-Dataset GAN Oversampling and LGBM

    Dayan, O., Wolf, L., Wang, F. & Harel, Y., 2023, Proceedings of the 2023 IEEE International Conference on Cyber Security and Resilience, CSR 2023. Institute of Electrical and Electronics Engineers Inc., p. 60-65 6 p. (Proceedings of the 2023 IEEE International Conference on Cyber Security and Resilience, CSR 2023).

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

    3 Scopus citations

  • Reconstructing the Hemodynamic Response Function via a Bimodal Transformer

    Choukroun, Y., Golgher, L., Blinder, P. & Wolf, L., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 371-381 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14221 LNCS).

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

  • 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

    3 Scopus citations

  • Dynamic Dual-Output Diffusion Models

    Benny, Y. & Wolf, L., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 11472-11481 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

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

    Open Access
    23 Scopus citations

  • End-to-End Segmentation of Medical Images via Patch-Wise Polygons Prediction

    Shaharabany, T. & Wolf, L., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 308-318 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13435 LNCS).

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

    3 Scopus citations

  • Error Correction Code Transformer

    Choukroun, Y. & Wolf, L., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).

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

    23 Scopus citations

  • FewGAN: GENERATING FROM THE JOINT DISTRIBUTION OF A FEW IMAGES

    Ben-Moshe, L., Benaim, S. & Wolf, L., 2022, 2022 IEEE International Conference on Image Processing, ICIP 2022 - Proceedings. IEEE Computer Society, p. 751-755 5 p. (Proceedings - International Conference on Image Processing, ICIP).

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

    Open Access
    2 Scopus citations

  • fMRI Neurofeedback Learning Patterns are Predictive of Personal and Clinical Traits

    Leibovitz, R., Osin, J., Wolf, L., Gurevitch, G. & Hendler, T., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 282-294 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13431 LNCS).

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

    2 Scopus citations

  • 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

    Open Access
    5 Scopus citations

  • Image Animation with Perturbed Masks

    Shalev, Y. & Wolf, L., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 3637-3646 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

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

    Open Access
    5 Scopus citations

  • Image-Based CLIP-Guided Essence Transfer

    Chefer, H., Benaim, S., Paiss, R. & Wolf, L., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 695-711 17 p. (Lecture Notes in Computer Science; vol. 13673 LNCS).

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

    20 Scopus citations

  • No Token Left Behind: Explainability-Aided Image Classification and Generation

    Paiss, R., Chefer, H. & Wolf, L., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 334-350 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13672 LNCS).

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

    17 Scopus citations

  • Optimizing Relevance Maps of Vision Transformers Improves Robustness

    Chefer, H., Schwartz, I. & Wolf, L., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).

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

    19 Scopus citations

  • 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

    Open Access
    6 Scopus citations

  • What is Where by Looking: Weakly-Supervised Open-World Phrase-Grounding without Text Inputs

    Shaharabany, T., Tewel, Y. & Wolf, L., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).

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

    8 Scopus citations

  • ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic

    Tewel, Y., Shalev, Y., Schwartz, I. & Wolf, L., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 17897-17907 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

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

    Open Access
    118 Scopus citations
  • 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

    Open Access
    1 Scopus citations

  • 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

    Open Access
    60 Scopus citations

  • 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

    15 Scopus citations

  • 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

    Open Access

  • 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

    7 Scopus citations

  • 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

    Open Access
    70 Scopus citations

  • Generating Master Faces for Dictionary Attacks with a Network-Assisted Latent Space Evolution

    Shmelkin, R., Wolf, L. & Friedlander, T., 2021, Proceedings - 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2021. Struc, V. & Ivanovska, M. (eds.). Institute of Electrical and Electronics Engineers Inc., (Proceedings - 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2021).

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

    Open Access
    17 Scopus citations

  • 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

    Open Access
    198 Scopus citations

  • High fidelity speech regeneration with application to speech enhancement

    Polyak, A., Wolf, L., Adi, Y., Kabeli, O. & Taigman, Y., 2021, 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 7143-7147 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2021-June).

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

    Open Access
    14 Scopus citations

  • HyperHyperNetworks for the Design of Antenna Arrays

    Lutati, S. & Wolf, L., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 7214-7223 10 p. (Proceedings of Machine Learning Research; vol. 139).

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

    3 Scopus citations

  • 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

    Open Access
    197 Scopus citations

  • 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

    Open Access
    1 Scopus citations

  • 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

    Open Access
    21 Scopus citations

  • 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

    Open Access
    13 Scopus citations

  • 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

    Open Access
    5 Scopus citations

  • 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, M., 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

    6 Scopus citations