Articles

Sounds emitted by plants under stress are airborne and informative

I. Khait, O. Lewin-Epstein, R. Sharon, K. Saban, R. Goldstein, Y. Anikster, Y. Zeron, C. Agassy, S. Nizan, G. Sharabi, R. Perelman, A. Boonman, N. Sade, Y. Yovel, L. Hadany (Science Direct, 2023)

Anticipatory rebalancing of RoboTaxi systems

S. Tavor, T. Raviv (Transportation Research Part C: Emerging Technologies, 2023)

On the Relationship Between Universal Adversarial Attacks and Sparse Representations

D. Weitzner, R. Giryes (IEEE Open Journal of Signal Processing, 2023)

Learning a weight map for weakly-supervised localization

T. Shaharabany, L. Wolf (ICASSP, 2023)

AI in MRI: Computational frameworks for a faster, optimized, and automated imaging workflow

E. Shimron, O. Perlman (Bioengineering, 2023)

Pre-training transformers for fingerprinting to improve stress prediction in fMRI.

G. Rosenman, I. Malkiel, A. Greental, T. Hendler, L. Wolf (MIDL, 2023)

Detecting non-overlapping signals with dynamic programming

M. Roth, A. Painsky, T. Bendory (Entropy, 2023)

Analyzing the secondary wastewater-treatment process using Faster R-CNN and YOLOv5 object detection algorithms

O. Inbar, M. Shahar, J. Gidron, I. Cohen, O. Menashe, D. Avisar (Journal of Cleaner Production, 2023)

Learning low dimensional state spaces with overparameterized recurrent neural nets

E. Cohen-Karlik, I. Menuhin-Gruman, R. Giryes, N. Cohen, A. Globerson (ICLR, 2023)

Energy regularized RNNs for solving non-stationary bandit problems

M. Rotman, L. Wolf (ICASSP, 2023)

Unsupervised generalization of correlated quantum dynamics on disordered lattices

M. Kenig, Y. Lahini (Physical Review A, 2023)

Dynamically-scaled deep canonical correlation analysis

T. Friedlander, L. Wolf (PAKDD, 2023)

Categorizing the geometry of animal diel movement patterns with examples from high-resolution barn owl tracking

L. Vissat, S. Cain, S. Toledo, O. Spiegel, W. Getz (Movement Ecology, 2023)

The invasive silver-cheeked toadfish (Lagocephalus sceleratus) predominantly impacts the behavior of other non-indigenous species in the Eastern Mediterranean

S. Chaikin, G. De-Beer, N. Yitzhak, N. Stern & J. Belmaker (Biological Invasions, 2023)

Linguistic knowledge within handwritten text recognition models: a real-world case study

S. Londner, Y. Philips, H. Miller, N. Dershowitz, T. Kuflik, M. Lavee (ICDAR, 2023)

OCD: Learning to overfit with conditional diffusion models

S. Lutati, L. Wolf (ICML, 2023)

Entropy production rates for different notions of partial information

A. Ghosal, G. Bisker (Journal of Physics D: Applied Physics, 2023)

Confronting the 'nocturnal problem' in coral reefs: sleeping site selection and cocoon formation in parrotfishes

R. Pickholtz, M. Kiflawi, Y. Buba, S. Chaikin, T. Gavriel, G. Lapid, M. Lazarus, S. Malamud, N. Marom, S. Marom, M. Nieger-Rachmilevitz, K. Olsson, T. Perevolotsky, S. Rothman, S. Salingrè, N. Shapira, B. Sternbach, H. Wandel, J. Belmaker (Coral Reefs, 2023)

Funneling modulatory peptide design with generative models: Discovery and characterization of disruptors of calcineurin protein-protein interactions

J. Tubiana, L. Lifshits, M. Nissan, M. Gabay, I. Sher, M. Sova, H. Wolfson (Plos Computational Biology, 2023)

Stable temporal relationships as a first step towards causal inference: an application to antibiotic resistance

A. Baraz, M. Chowers, D. Nevo, U. Obolski (medRxiv, 2022)

Material and digital reconstruction of fragmentary Dead Sea Scrolls

J. Ben-Dov, A. Gayer, E. Ratzon (Brill, 2022)

Modal Shift and Shared Automated Demand-Responsive Transport: A Case Study of Jerusalem

G. Ben-Dor, A. Ogulenko, I. Klein, I. Benenson (Science Direct, 2022)

Shallow Transits - Deep Learning II: Identify individual exoplanetary transits in red noise using deep learning

E. Dvash, Y. Peleg, S. Zucker, and R. Giryes (The Astronomical Journal, 2022)

Prediction of a full scale WWTP activated sludge SVI test using an LSTM neural network

E. Kohen, N. Farhi, Y. Shavittc and H. Mamane (Environmental Science, 2022)

New periodograms separating orbital radial velocities and spectral shape variation

A. Binnenfeld, S. Shahaf, R. I. Anderson and S. Zucker (Astronomy & Astrophysics, 2022)

Assessing COVID-19 vaccination strategies in varied demographics using an individual-based model

N. Ben-Zuk, Y. Daon, A. Sasson, D. Ben-Adi, A. Huppert, D. Nevo, U. Obolski (Frontiers of Public Health, 2022)

The detection of transiting exoplanets by Gaia

A. Panahi, S. Zucker, G. Clementini, M. Audard, A. Binnenfeld, F. Cusano, D. Wyn Evans, R. Gomel, B. Holl, I. Ilyin, G. Jevardat de Fombelle, T. Mazeh, N. Mowlavi, K. Nienartowicz, L. Rimoldini, S. Shahaf. and L. Eyer (Astronomy & Astrophysics, 2022)

Classifier Construction Under Budget Constraints

S. Gershtein, T. Milo, S. Novgorodov, K. Razmadze (ACM Digital Library, 2022)

SubTab: Data Exploration with Informative Sub-Tables

K. Razmadze, Y. Amsterdamer, A. Somech, S. B. Davidson, T. Milo (ACM Digital Library, 2022)

Data Science Meets Law

S. Hod, K. Chagal-Feferkorn, N. Elkin-Koren, A. Gal (Communications of the ACM, 2022)

FEDEX: An explainability framework for data exploration steps

D. Deutch, A. Gilad, T. Milo, A. Mualem, A. Somech (Proceedings of the VLDB Endowment, 2022)

Synthesis of longitudinal human location sequences: balancing utility and privacy

M. Benarous, E. Toch, I. Ben-Gal (TKDD, 2022)

Gait detection from a wrist-worn sensor using machine learning methods: a daily living study in older adults and people with parkinson’s disease

Y. Brand, D. Schwartz, E. Gazit, A. Buchman, R. Gilad-Bachrach, J. Hausdorff (Sensors, 2022)

On the implicit bias of gradient descent for temporal extrapolation

E. Cohen-Karlik, A. Ben David, N. Cohen, A. Globerson (Proceedings of the 25th International Conference on Artificial Intelligence and Statistics, 2022)

SCROLLS: Standardized CompaRison over long language sequences

U. Shaham, E. Segal, M. Ivgi, A. Efrat, O. Yoran, A. Haviv, A. Gupta, W. Xiong, M. Geva, J. Berant, O. Levy (Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022)

Inferring entropy production rate from partially observed Langevin dynamics systems under coarse-graining

A. Ghosal, G. Bisker, (Physical Chemistry Chemical Physics, 2022)

Implicit regularization in hierarchical tensor factorization and deep convolutional neural networks

N. Razin, A. Maman, N. Cohen (Proceedings of the 39th International Conference on Machine Learning, 2022)

Super-resolution near-infrared fluorescence microscopy of single-walled carbon nanotubes using deep learning

B. Kagan, A, Hendler-Neumark, V. Wulf, D, Kamber, R. Ehrlich, G. Bisker (Advanced Photonics Research, 2022)

Movement predictability of individual barn owls facilitates home range size and survival estimation

S. Cain, T. Solomon, Y. Leshem, S. Toledo, E.Arnon, A. Roulin, O. Spiegel (Research Square, 2022)

L. Izakson, S. Gal, M. Shahar, I. Tavor, D. J Levy (Cerebral Cortex, 2022)

Photo by Volodymyr Hryshchenko on Unsplash

Estimating the impact of cefuroxime versus cefazolin and amoxicillin/clavulanate use on future collateral resistance: a retrospective comparison

M. Chowers, T. Zehavi, B. Gottesman, A. Baraz, D. Nevo, U. Obolski (Journal of Antimicrobial Chemotherapy, 2022)

A LASSO-based approach to sample sites for phylogenetic tree search

N. Ecker, D. Azouri, B. Bettisworth, A. Stamatakis, Y. Mansour, I. Mayrose, T. Pupko (Bioinformatics, 2022)

Implicit regularization in tensor factorization

N. Razin, A. Maman, N. Cohen (Proceedings of the 38th International Conference on Machine Learning, 2021)

Approximation method for estimating search times for on-street parking

N. Fulman, I. Benenson (Transportation Science, 2021)

Patients Diagnosed with Myelodysplastic Syndromes Display Lower Bone Mass: Assessment Using Bone Marrow Biopsies Manually and with Articial Intelligence

A. Kolomansky, R. Malka, E. Cohen-Karlik, G. Barequet, S. Tauber, I. Kalev, R. Wolhandler, Y. Gaulan, R. Esquira, M. Shahar, Y. Mansour, A. Globerson, D. Neumann, M. Mittelman, H. S. Oster. (Blood, 2021)