The Hebrew University of Jerusalem

Research output

Research output per year 1983 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 1846183 Citations
• 445 h-index
• 22040 Article
• 3894 Chapter
• 1841 Conference contribution
• 1669 Review article
• 4138 More
  • 1640 Book
  • 604 Comment/debate
  • 388 Editorial
  • 236 Entry for encyclopedia/dictionary
  • 219 Conference article
  • 181 Book/Arts/Article review
  • 169 Letter
  • 118 Paper
  • 112 Foreword/postscript
  • 79 Short survey
  • 70 Meeting Abstract
  • 61 Report
  • 54 Preprint
  • 54 Working paper
  • 35 Other contribution
  • 35 Special issue
  • 25 Patent
  • 19 Discussion paper
  • 9 Abstract
  • 7 Catalogue essay
  • 7 Poster
  • 5 Comment/Debate
  • 3 Digital or Visual Products
  • 2 Book/Film/Article review
  • 2 Exhibition
  • 2 Software
  • 1 Anthology
  • 1 Other

Research output per year

Research output per year

Search results

• 2024

  An Independence-promoting Loss for Music Generation with Language Models

  Lemercier, J. M., Rouard, S., Copet, J., Adi, Y. & Defossez, A., 2024, In: Proceedings of Machine Learning Research. 235, p. 27215-27229 15 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

• Confident Feature Ranking

  Neuhof, B. & Benjamini, Y., 2024, In: Proceedings of Machine Learning Research. 238, p. 1468-1476 9 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  • Ranking 100%
  • Machine learning 35%
  • Interpretation 34%
  • Simultaneous Confidence Intervals 32%
  • Prediction Model 31%

• Critical feature learning in deep neural networks

  Fischer, K., Lindner, J., Dahmen, D., Ringel, Z., Krämer, M. & Helias, M., 2024, In: Proceedings of Machine Learning Research. 235, p. 13660-13690 31 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

• Data Roaming and Quality Assessment for Composed Image Retrieval

  Levy, M., Ben-Ari, R., Darshan, N. & Lischinski, D., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 4, p. 2991-2999 9 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Image retrieval 100%
  • Redundancy 11%
  • Fusion reactions 11%
  • Experiments 4%

• Direct dark matter searches using ALPS II’s TES detection system

  Schwemmbauer, C., Hochberg, Y., Isleif, K. S., Januschek, F., Lehmann, B. V., Lindner, A., Lita, A. E., Meyer, M., Nam, S. W., Othman, G. & Rubiera Gimeno, J. A., 21 Mar 2024, In: Proceedings of Science. 449, 120.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  • dark matter 100%
  • sensors 70%
  • calibrating 21%
  • photons 21%
  • detectors 21%

• Fundamental Limitations of Alignment in Large Language Models

  Wolf, Y., Wies, N., Avnery, O., Levine, Y. & Shashua, A., 2024, In: Proceedings of Machine Learning Research. 235, p. 53079-53112 34 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

• Layer Collaboration in the Forward-Forward Algorithm

  Lorberbom, G., Gat, I., Adi, Y., Schwing, A. & Hazan, T., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 13, p. 14141-14148 8 p.

  The Hebrew University of Jerusalem, Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Backpropagation 100%
  • Neural networks 64%
  • Network layers 59%
  • Entropy 44%

• Local vs. Global Interpretability: A Computational Complexity Perspective

  Bassan, S., Amir, G. & Katz, G., 2024, In: Proceedings of Machine Learning Research. 235, p. 3133-3167 35 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

• On the Sample Complexity of Two-Layer Networks: Lipschitz Vs. Element-Wise Lipschitz Activation

  Daniely, A. & Granot, E., 2024, In: Proceedings of Machine Learning Research. 237, p. 505-517 13 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  • Activation 100%
  • Network layers 94%
  • Chemical activation 75%
  • Lipschitz 70%
  • Activation Function 66%

• Recovering the Pre-Fine-Tuning Weights of Generative Models

  Horwitz, E., Kahana, J. & Hoshen, Y., 2024, In: Proceedings of Machine Learning Research. 235, p. 18882-18904 23 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

• RedEx: Beyond Fixed Representation Methods via Convex Optimization

  Daniely, A., Schain, M. & Yehudai, G., 2024, In: Proceedings of Machine Learning Research. 237, p. 518-543 26 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  • Extractor 100%
  • Expander 91%
  • Convex optimization 76%
  • Convex Optimization 75%
  • Neural Networks 45%

• Simulations for direct dark matter searches using ALPS II's TES detection system

  Schwemmbauer, C., Hochberg, Y., Isleif, K. S., Januschek, F., Lehmann, B. V., Lindner, A., Meyer, M., Othman, G. & Gimeno, J. A. R., 17 Apr 2024, In: Proceedings of Science. 454, 055.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  • dark matter 100%
  • sensors 70%
  • simulation 43%
  • rejection 40%
  • calorimeters 37%

• Towards Understanding Inductive Bias in Transformers: A View From Infinity

  Lavie, I., Gur-Ari, G. & Ringel, Z., 2024, In: Proceedings of Machine Learning Research. 235, p. 26043-26069 27 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

• United We Stand: Using Epoch-Wise Agreement of Ensembles to Combat Overfit

  Stern, U., Shwartz, D. & Weinshall, D., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 13, p. 15075-15082 8 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Classifiers 100%
  • Image classification 75%
  • Deep neural networks 68%
  • Deterioration 63%
• 2023

  A Coherent Perfect Absorber for Arbitrary Wavefronts

  Slobodkin, Y., Weinberg, G., Horner, H., Pichler, K., Rotter, S. & Katz, O., 2023, In: International Conference on Metamaterials, Photonic Crystals and Plasmonics. p. 1159-1160 2 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

• A Massively Degenerate Coherent Perfect Absorber

  Slobodkin, Y., Weinberg, G., H.rner, H., Pichler, K., Rotter, S. & Katz, O., 2023, In: International Conference on Metamaterials, Photonic Crystals and Plasmonics. p. 636-637 2 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

• Analysing Discrete Self Supervised Speech Representation for Spoken Language Modeling

  Sicherman, A. & Adi, Y., 2023, In: Proceedings - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing. p. 1-5 5 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Redundancy 100%
  • Visualization 45%

• Asynchronous Proportional Response Dynamics: Convergence in Markets with Adversarial Scheduling

  Kolumbus, Y., Levy, M. & Nisan, N., 2023, In: Advances in Neural Information Processing Systems. 36

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  • Dynamic response 100%
  • Scheduling 79%

• AUDIOTOKEN: Adaptation of Text-Conditioned Diffusion Models for Audio-to-Image Generation

  Yariv, G., Gat, I., Wolf, L., Adi, Y. & Schwartz, I., 2023, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2023-August, p. 5446-5450 5 p.

  The Hebrew University of Jerusalem, Tel Aviv University

  Research output: Contribution to journal › Conference article › peer-review

  • Diffusion Model 100%
  • Text 56%
  • Image Model 23%
  • Image Quality 22%
  • Audio Recordings 20%

• Chatting Makes Perfect: Chat-based Image Retrieval

  Levy, M., Ben-Ari, R., Darshan, N. & Lischinski, D., 2023, In: Advances in Neural Information Processing Systems. 36

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  • Image retrieval 100%
  • Finance 22%
  • Large dataset 21%
  • Reinforcement learning 19%
  • Information retrieval 18%

• Computational Complexity of Learning Neural Networks: Smoothness and Degeneracy

  Daniely, A., Srebro, N. & Vardi, G., 2023, In: Advances in Neural Information Processing Systems. 36, p. 76272-76297 26 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Computational complexity 100%
  • Hardness 96%
  • Gaussian distribution 92%
  • Neural networks 74%
  • Electric power distribution 37%

• Do Coarser Units Benefit Cluster Prediction-Based Speech Pre-Training?

  Elkahky, A., Hsu, W. N., Tomasello, P., Nguyen, T. A., Algayres, R., Adi, Y., Copet, J., Dupoux, E. & Mohamed, A., 2023, In: Proceedings - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing. p. 1-5 5 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Supervised learning 100%
  • Speech recognition 88%
  • Acoustics 77%

• Fair Facility Location for Socially Equitable Representation

  Sternbach, H. & Cohen, S., 2023, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2023-May, p. 2775-2777 3 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  • Population Density 100%

• From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion

  Roman, R. S., Adi, Y., Deleforge, A., Serizel, R., Synnaeve, G. & Defossez, A., 2023, In: Advances in Neural Information Processing Systems. 36

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  • Vocoders 100%
  • Acoustic waves 48%
  • Sampling 43%

• From flask to devices: Exceptionally functional colloidal quantum emitters and deterministic integration

  Dolgopolova, E., Bowes, E. G., Rapaport, R., Piryatinski, A., Htoon, H. & Hollingsworth, J. A., 2023, In: International Conference on Metamaterials, Photonic Crystals and Plasmonics. p. 1237-1238 2 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  • Plasmonics 100%
  • Photodetectors 87%
  • Photons 80%
  • Photonics 78%
  • Quantum Dot 60%

• Generalization in the Face of Adaptivity: A Bayesian Perspective

  Shenfeld, M. & Ligett, K., 2023, In: Advances in Neural Information Processing Systems. 36, p. 52153-52165 13 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

• How to Select Which Active Learning Strategy is Best Suited for Your Specific Problem and Budget

  Hacohen, G. & Weinshall, D., 2023, In: Advances in Neural Information Processing Systems. 36

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  • Problem-Based Learning 100%
  • Labels 24%
  • Computer vision 24%
  • Derivatives 23%

• Hybrid bullseye-nanotip antennas for bright directional single photon sources

  Abudayyeh, H., Mildner, A., Fulmes, J., Jäger, R., Liran, D., Lubotzky, B., Lüder, L., Laible, F., Meixner, A. J., Kern, D. P., Rapaport, R. & Fleischer, M., 2023, In: International Conference on Metamaterials, Photonic Crystals and Plasmonics. p. 280-281 2 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  • Nanotips 100%
  • Photons 58%
  • Photon 47%
  • Quantum Dot 44%
  • Semiconductor quantum dots 34%

• Most Neural Networks Are Almost Learnable

  Daniely, A., Srebro, N. & Vardi, G., 2023, In: Advances in Neural Information Processing Systems. 36, p. 25195-25210 16 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Neural networks 100%
  • Chemical activation 49%

• Multi-modal Differentiable Unsupervised Feature Selection

  Yang, J., Lindenbaum, O., Kluger, Y. & Jaffe, A., 2023, In: Proceedings of Machine Learning Research. 216, p. 2400-2410 11 p.

  The Hebrew University of Jerusalem, Bar-Ilan University

  Research output: Contribution to journal › Conference article › peer-review

  • Feature Selection 100%
  • Modality 65%
  • Differentiable 63%
  • Feature extraction 57%
  • Masks 35%

• Room-temperature ultrabright single photon sources based on colloidal quantum dots on directional resonator-antennas: towards high dimensional encoding of photonic qudits

  Rapaport, R., 2023, In: International Conference on Metamaterials, Photonic Crystals and Plasmonics. p. 1226-1227 2 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  • Photons 100%
  • Photonics 97%
  • Photon 81%
  • Resonators 79%
  • Quantum Dot 75%

• Simple and Controllable Music Generation

  Copet, J., Kreuk, F., Gat, I., Remez, T., Kant, D., Synnaeve, G., Adi, Y. & Défossez, A., 2023, In: Advances in Neural Information Processing Systems. 36, p. 47704-47720 17 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

• Simultaneous embedding of multiple attractor manifolds in a recurrent neural network using constrained gradient optimization

  Agmon, H. & Burak, Y., 2023, In: Advances in Neural Information Processing Systems. 36, p. 16770-16782 13 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

• Textually Pretrained Speech Language Models

  Hassid, M., Remez, T., Conneau, A., Kreuk, F., Nguyen, T. A., Gat, I., Copet, J., Defossez, A., Synnaeve, G., Dupoux, E., Schwartz, R. & Adi, Y., 2023, In: Advances in Neural Information Processing Systems. 36

  Bar-Ilan University, The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  • Acoustics 100%

• The Learnability of In-Context Learning

  Wies, N., Levine, Y. & Shashua, A., 2023, In: Advances in Neural Information Processing Systems. 36

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

• Tighter Abstract Queries in Neural Network Verification

  Cohen, E., Elboher, Y. Y., Barrett, C. & Katz, G., 2023, In: EPiC Series in Computing. 94, p. 124-143 20 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Neural networks 100%
  • Formal methods 63%
  • Computer science 55%
  • Scalability 44%

• Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale

  Le, M., Vyas, A., Shi, B., Karrer, B., Sari, L., Moritz, R., Williamson, M., Manohar, V., Adi, Y., Mahadeokar, J. & Hsu, W. N., 2023, In: Advances in Neural Information Processing Systems. 36

  Bar-Ilan University, The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  • Speech synthesis 100%

• What do CNNs Learn in the First Layer and Why? A Linear Systems Perspective

  Chowers, R. & Weiss, Y., 2023, In: Proceedings of Machine Learning Research. 202, p. 6115-6139 25 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  • Neural Networks 100%
  • Convolutional neural networks 96%
  • Linear systems 96%
  • Linear Systems 75%
  • Energy Distribution 52%
• 2022

  Active Learning on a Budget: Opposite Strategies Suit High and Low Budgets

  Hacohen, G., Dekel, A. & Weinshall, D., 2022, In: Proceedings of Machine Learning Research. 162, p. 8175-8195 21 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  • Active Learning 100%
  • Problem-Based Learning 72%
  • Learning Strategies 70%
  • Strategy 44%
  • Supervised Learning 30%

• Active Learning with Label Comparisons

  Yona, G., Moran, S., Elidan, G. & Globerson, A., 2022, In: Proceedings of Machine Learning Research. 180, p. 2289-2298 10 p.

  The Hebrew University of Jerusalem, Tel Aviv University

  Research output: Contribution to journal › Conference article › peer-review

  • Active Learning 100%
  • Problem-Based Learning 72%
  • Labels 53%
  • Supervised Learning 30%
  • Annotation 29%

• A Systematic Comparison of Phonetic Aware Techniques for Speech Enhancement

  Tal, O., Mandel, M., Kreuk, F. & Adi, Y., 2022, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2022-September, p. 1193-1197 5 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Speech Enhancement 100%
  • Speech enhancement 65%
  • Speech analysis 62%
  • phonetics 57%
  • Enhancement 54%

• Carrier to envelope phase (cep) stable, femtosecond cr:znse laser in mid infrared

  Komm, P., Sheintop, U., Noach, S. & Marcus, G., 2022, In: Optics InfoBase Conference Papers. MF4C.4.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  • Zinc Selenide 100%
  • Light amplifiers 83%
  • Seed 57%
  • Amplification 56%
  • Infrared radiation 48%

• Casimir-like laser pulse interaction: Molecules and soliton rain

  Sulimany, K., Bromberg, Y. & Gat, O., 2022, In: Optics InfoBase Conference Papers. NpTh1G.2.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  • Soliton 100%
  • Solitons 91%
  • Laser pulses 84%
  • Rain 71%
  • Molecules 63%

• Coherent Perfect Absorber for Arbitrary Wavefronts

  Slobodkin, Y., Weinberg, G., Hörner, H., Pichler, K., Rotter, S. & Katz, O., 2022, In: Optics InfoBase Conference Papers. JTu7B.5.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

• Creation Distribution and Sorting of Multimode Correlated Photons in a Multimode Fiber

  Sulimany, K. & Bromberg, Y., 2022, In: Optics InfoBase Conference Papers. JTu3A.13.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  • Multimode fibers 100%
  • Photons 80%
  • Sorting 66%
  • Photon 65%
  • Four Wave Mixing 55%

• Deep Audio Waveform Prior

  Turetzky, A., Michelson, T., Adi, Y. & Peleg, S., 2022, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2022-September, p. 2938-2942 5 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Source separation 100%
  • Reverberation 95%
  • Waveform 92%
  • neural network 92%
  • Image denoising 90%

• Device Identification in the Presence of MAC Randomization

  Zhaika, I. & Hay, D., 2022, In: Proceedings - IEEE Global Communications Conference, GLOBECOM. p. 2086-2091 6 p.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  • Wi-Fi 100%
  • Local area networks 89%
  • Routers 87%
  • Network protocols 62%
  • Internet 61%

• Efficient Learning of CNNs using Patch Based Features

  Brutzkus, A., Globerson, A., Malach, E., Netser, A. R. & Shalev-Shwartz, S., 2022, In: Proceedings of Machine Learning Research. 162, p. 2336-2356 21 p.

  Tel Aviv University, The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Patch 100%
  • Learning 85%
  • Convolutional neural networks 57%
  • Neural Networks 44%
  • Worst-case Analysis 32%

• Flexible-type Ultrathin Holographic Endoscope for Microscopic Imaging of Unstained Biological Tissues

  Kang, M., Choi, W., Hong, J. H., Katz, O., Lee, B., Kim, G. H., Choi, Y. & Choi, W., 2022, In: Optics InfoBase Conference Papers. ITu4E.3.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

• High performance micrometer scale magnetometer based on dielectric metasurfaces

  Talker, E., Han, Z., Dikopoltsev, M., Barash, Y., Mazurski, N. & Levy, U., 2022, In: 2022 Conference on Lasers and Electro-Optics, CLEO 2022 - Proceedings. JW3A.15.

  The Hebrew University of Jerusalem

  Research output: Contribution to journal › Conference article › peer-review

  • Magnetometers 100%
  • magnetometer 93%
  • bells 84%
  • magnetometers 81%
  • Magnetic Field 76%