Research output per year
Research output per year
- 1 - 50 out of 270 results
Search results
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2024
A Language Modeling Approach to Diacritic-Free Hebrew TTS
Roth, A., Turetzky, A. & Adi, Y., 2024, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. p. 2775-2779 5 p.Research output: Contribution to journal › Conference article › peer-review
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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.Research output: Contribution to journal › Conference article › peer-review
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Audio Enhancement from Multiple Crowdsourced Recordings: A Simple and Effective Baseline
Aziz, S., Adi, Y. & Peleg, S., 2024, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. p. 3355-3359 5 p.Research output: Contribution to journal › Conference article › peer-review
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Beyond the Benchmark: Detecting Diverse Anomalies in Videos
Arad, Y. & Werman, M., 2024, In: Computer Science Research Notes. 3401, p. 33-45 13 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Coarse-To-Fine Tensor Trains for Compact Visual Representations
Loeschcke, S., Wang, D., Leth-Espensen, C., Belongie, S., Kastoryano, M. J. & Benaim, S., 2024, In: Proceedings of Machine Learning Research. 235, p. 32612-32642 31 p.Research output: Contribution to journal › Conference article › peer-review
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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.Research output: Contribution to journal › Conference article › peer-review
Open Access4 Scopus citations -
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.Research output: Contribution to journal › Conference article › peer-review
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HEBDB: a Weakly Supervised Dataset for Hebrew Speech Processing
Turetzky, A., Tal, O., Segal-Feldman, Y., Dissen, Y., Zeldes, E., Roth, A., Cohen, E., Shrem, Y., Chernyak, B. R., Seleznova, O., Keshet, J. & Adi, Y., 2024, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. p. 1360-1364 5 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Identification of Mixtures of Discrete Product Distributions in Near-Optimal Sample and Time Complexity
Gordon, S. L., Jahn, E., Mazaheri, B., Rabani, Y. & Schulman, L. J., 2024, In: Proceedings of Machine Learning Research. 247, p. 2071-2091 21 p.Research output: Contribution to journal › Conference article › peer-review
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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.Research output: Contribution to journal › Conference article › peer-review
Open Access2 Scopus citations -
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.Research output: Contribution to journal › Conference article › peer-review
1 Scopus citations -
NAST: Noise Aware Speech Tokenization for Speech Language Models
Messica, S. & Adi, Y., 2024, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. p. 4169-4173 5 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
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.Research output: Contribution to journal › Conference article › peer-review
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PD-Explain: A Unified Python-native Framework for Query Explanations Over DataFrames
Elyashiv, I., Gilad, A., Isakov, E., Tikochinsky, T. & Somech, A., 2024, In: Proceedings of the VLDB Endowment. 17, 12, p. 4473-4476 4 p.Research output: Contribution to journal › Conference article › peer-review
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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.Research output: Contribution to journal › Conference article › peer-review
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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.Research output: Contribution to journal › Conference article › peer-review
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The Interspeech 2024 Challenge on Speech Processing Using Discrete Units
Chang, X., Shi, J., Tian, J., Wu, Y., Tang, Y., Wu, Y., Watanabe, S., Adi, Y., Chen, X. & Jin, Q., 2024, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. p. 2559-2563 5 p.Research output: Contribution to journal › Conference article › peer-review
Open Access2 Scopus citations -
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.Research output: Contribution to journal › Conference article › peer-review
Open Access -
2023
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.Research output: Contribution to journal › Conference article › peer-review
Open Access13 Scopus citations -
Asynchronous Proportional Response Dynamics: Convergence in Markets with Adversarial Scheduling
Kolumbus, Y., Levy, M. & Nisan, N., 2023, In: Advances in Neural Information Processing Systems. 36Research output: Contribution to journal › Conference article › peer-review
1 Scopus citations -
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.Research output: Contribution to journal › Conference article › peer-review
1 Scopus citations -
Causal Inference Despite Limited Global Confounding via Mixture Models
Gordon, S., Mazaheri, B., Rabani, Y. & Schulman, L., 2023, In: Proceedings of Machine Learning Research. 213, p. 574-601 28 p.Research output: Contribution to journal › Conference article › peer-review
2 Scopus citations -
Chatting Makes Perfect: Chat-based Image Retrieval
Levy, M., Ben-Ari, R., Darshan, N. & Lischinski, D., 2023, In: Advances in Neural Information Processing Systems. 36Research output: Contribution to journal › Conference article › peer-review
5 Scopus citations -
Computational Complexity of Learning Neural Networks: Smoothness and Degeneracy
Daniely, A., Srebro, N. & Vardi, G., 2023, In: Advances in Neural Information Processing Systems. 36Research output: Contribution to journal › Conference article › peer-review
1 Scopus citations -
Cross-Domain Relation Adaptation
Kessler, I., Lifshitz, O., Benaim, S. & Wolf, L., 2023, In: Proceedings of Machine Learning Research. 222, p. 630-645 16 p.Research output: Contribution to journal › Conference article › peer-review
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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.Research output: Contribution to journal › Conference article › peer-review
Open Access1 Scopus citations -
DP-PQD: Privately Detecting Per-Query Gaps In Synthetic Data Generated By Black-Box Mechanisms
Patwa, S., Sun, D., Gilad, A., Machanavajjhala, A. & Roy, S., 2023, In: Proceedings of the VLDB Endowment. 17, 1, p. 65-78 14 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Explaining Differentially Private Query Results With DPXPlain
Wang, T., Tao, Y., Gilad, A., Machanavajjhala, A. & Roy, S., 2023, In: Proceedings of the VLDB Endowment. 16, 12, p. 3962-3965 4 p.Research output: Contribution to journal › Conference article › peer-review
1 Scopus citations -
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.Research output: Contribution to journal › Conference article › peer-review
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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. 36Research output: Contribution to journal › Conference article › peer-review
1 Scopus citations -
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.Research output: Contribution to journal › Conference article › peer-review
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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. 36Research output: Contribution to journal › Conference article › peer-review
1 Scopus citations -
Most Neural Networks Are Almost Learnable
Daniely, A., Srebro, N. & Vardi, G., 2023, In: Advances in Neural Information Processing Systems. 36Research output: Contribution to journal › Conference article › peer-review
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Reward Finetuning for Faster and More Accurate Unsupervised Object Discovery
Luo, K. Z., Liu, Z., Chen, X., You, Y., Benaim, S., Phoo, C. P., Campbell, M., Sun, W., Hariharan, B. & Weinberger, K. Q., 2023, In: Advances in Neural Information Processing Systems. 36Research output: Contribution to journal › Conference article › peer-review
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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.Research output: Contribution to journal › Conference article › peer-review
26 Scopus citations -
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. 36Research output: Contribution to journal › Conference article › peer-review
4 Scopus citations -
The Learnability of In-Context Learning
Wies, N., Levine, Y. & Shashua, A., 2023, In: Advances in Neural Information Processing Systems. 36Research output: Contribution to journal › Conference article › peer-review
6 Scopus citations -
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.Research output: Contribution to journal › Conference article › peer-review
Open Access3 Scopus citations -
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.Research output: Contribution to journal › Conference article › peer-review
1 Scopus citations -
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.Research output: Contribution to journal › Conference article › peer-review
20 Scopus citations -
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.Research output: Contribution to journal › Conference article › peer-review
Open Access6 Scopus citations -
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.Research output: Contribution to journal › Conference article › peer-review
Open Access3 Scopus citations -
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.Research output: Contribution to journal › Conference article › peer-review
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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.Research output: Contribution to journal › Conference article › peer-review
Open Access6 Scopus citations -
Monotone Learning
Bousquet, O., Daniely, A., Kaplan, H., Mansour, Y., Moran, S. & Stemmer, U., 2022, In: Proceedings of Machine Learning Research. 178, p. 842-866 25 p.Research output: Contribution to journal › Conference article › peer-review
7 Scopus citations -
On The Memory Complexity of Uniformity Testing
Berg, T., Ordentlich, O. & Shayevitz, O., 2022, In: Proceedings of Machine Learning Research. 178, p. 3506-3523 18 p.Research output: Contribution to journal › Conference article › peer-review
4 Scopus citations -
On the Role of Channel Capacity in Learning Gaussian Mixture Models
Romanov, E., Bendory, T. & Ordentlich, O., 2022, In: Proceedings of Machine Learning Research. 178, p. 4110-4159 50 p.Research output: Contribution to journal › Conference article › peer-review
1 Scopus citations -
Reinforcement Learning with Large Action Spaces for Neural Machine Translation
Yehudai, A., Choshen, L., Fox, L. & Abend, O., 2022, In: Proceedings - International Conference on Computational Linguistics, COLING. 29, 1, p. 4544-4556 13 p.Research output: Contribution to journal › Conference article › peer-review
2 Scopus citations -
Spiked Covariance Estimation from Modulo-Reduced Measurements
Romanov, E. & Ordentlich, O., 2022, In: Proceedings of Machine Learning Research. 151, p. 1298-1320 23 p.Research output: Contribution to journal › Conference article › peer-review
Open Access2 Scopus citations -
Unsupervised Symbolic Music Segmentation using Ensemble Temporal Prediction Errors
Bassan, S., Adi, Y. & Rosenschein, J. S., 2022, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2022-September, p. 2423-2427 5 p.Research output: Contribution to journal › Conference article › peer-review
Open Access