Ori Katz

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 34

Top Topics

Collaborative Filtering

Extractive Summarization

Top Venues

Publications

Ori Katz, Ronen Talmon, Uri Shaham
Supervised Domain Adaptation Based on Marginal and Conditional Distributions Alignment. Trans. Mach. Learn. Res. 2024 (2024)
Itzik Malkiel, Yakir Yehuda, Jonathan Ephrath, Ori Katz, Oren Barkan, Nir Nice, Noam Koenigstein
Unsupervised Topic-Conditional Extractive Summarization. ICASSP (2024)
Oren Barkan, Tal Reiss, Jonathan Weill, Ori Katz, Roy Hirsch, Itzik Malkiel, Noam Koenigstein
Efficient Discovery and Effective Evaluation of Visual Perceptual Similarity: A Benchmark and Beyond. ICCV (2023)
Oren Barkan, Tal Reiss, Jonathan Weill, Ori Katz, Roy Hirsch, Itzik Malkiel, Noam Koenigstein
Efficient Discovery and Effective Evaluation of Visual Perceptual Similarity: A Benchmark and Beyond. CoRR (2023)
Oren Barkan, Avi Caciularu, Idan Rejwan, Ori Katz, Jonathan Weill, Itzik Malkiel, Noam Koenigstein
Representation Learning via Variational Bayesian Networks. CoRR (2023)
Oren Barkan, Edan Hauon, Avi Caciularu, Ori Katz, Itzik Malkiel, Omri Armstrong, Noam Koenigstein
Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps. CoRR (2022)
Ori Katz, Oren Barkan, Noam Koenigstein, Nir Zabari
Learning to Ride a Buy-Cycle: A Hyper-Convolutional Model for Next Basket Repurchase Recommendation. RecSys (2022)
Uri Shaham, Jonathan Svirsky, Ori Katz, Ronen Talmon
Discovery of Single Independent Latent Variable. NeurIPS (2022)
Oren Barkan, Edan Hauon, Avi Caciularu, Ori Katz, Itzik Malkiel, Omri Armstrong, Noam Koenigstein
Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps. CIKM (2021)
Oren Barkan, Roy Hirsch, Ori Katz, Avi Caciularu, Noam Koenigstein
Anchor-based Collaborative Filtering. CIKM (2021)
Yoav Y. Schechner, Kavita Bala, Ori Katz, Kalyan Sunkavalli, Ko Nishino
Guest Editorial: Introduction to the Special Section on Computational Photography. IEEE Trans. Pattern Anal. Mach. Intell. 43 (7) (2021)
Oren Barkan, Omri Armstrong, Amir Hertz, Avi Caciularu, Ori Katz, Itzik Malkiel, Noam Koenigstein
GAM: Explainable Visual Similarity and Classification via Gradient Activation Maps. CoRR (2021)
Uri Shaham, Jonathan Svirsky, Ori Katz, Ronen Talmon
Single Independent Component Recovery and Applications. CoRR (2021)
Oren Barkan, Roy Hirsch, Ori Katz, Avi Caciularu, Jonathan Weill, Noam Koenigstein
Cold Item Integration in Deep Hybrid Recommenders via Tunable Stochastic Gates. CoRR (2021)
Oren Barkan, Roy Hirsch, Ori Katz, Avi Caciularu, Yoni Weill, Noam Koenigstein
Cold Start Revisited: A Deep Hybrid Recommender with Cold-Warm Item Harmonization. ICASSP (2021)
Oren Barkan, Avi Caciularu, Idan Rejwan, Ori Katz, Jonathan Weill, Itzik Malkiel, Noam Koenigstein
Representation Learning via Variational Bayesian Networks. CIKM (2021)
Oren Barkan, Roy Hirsch, Ori Katz, Avi Caciularu, Jonathan Weill, Noam Koenigstein
Cold Item Integration in Deep Hybrid Recommenders via Tunable Stochastic Gates. ICDM (2021)
Oren Barkan, Omri Armstrong, Amir Hertz, Avi Caciularu, Ori Katz, Itzik Malkiel, Noam Koenigstein
GAM: Explainable Visual Similarity and Classification via Gradient Activation Maps. CIKM (2021)
Itzik Malkiel, Oren Barkan, Avi Caciularu, Noam Razin, Ori Katz, Noam Koenigstein
Optimizing BERT for Unlabeled Text-Based Items Similarity. EMNLP (Findings) (2020)
Ori Katz, Roy R. Lederman, Ronen Talmon
Spectral Flow on the Manifold of SPD Matrices for Multimodal Data Processing. CoRR (2020)
Oren Barkan, Ori Katz, Noam Koenigstein
Neural Attentive Multiview Machines. ICASSP (2020)
Oren Barkan, Noam Razin, Itzik Malkiel, Ori Katz, Avi Caciularu, Noam Koenigstein
Scalable Attentive Sentence Pair Modeling via Distilled Sentence Embedding. AAAI (2020)
Oren Barkan, Avi Caciularu, Ori Katz, Noam Koenigstein
Attentive Item2vec: Neural Attentive User Representations. ICASSP (2020)
Oren Barkan, Avi Caciularu, Idan Rejwan, Ori Katz, Jonathan Weill, Itzik Malkiel, Noam Koenigstein
Cold Item Recommendations via Hierarchical Item2vec. ICDM (2020)
Oren Barkan, Ori Katz, Noam Koenigstein
Neural Attentive Multiview Machines. CoRR (2020)
Oren Barkan, Avi Caciularu, Ori Katz, Noam Koenigstein
Attentive Item2Vec: Neural Attentive User Representations. CoRR (2020)
Tomer Yeminy, Ori Katz
Guidestar-free image-guided wavefront-shaping. CoRR (2020)
Itzik Malkiel, Oren Barkan, Avi Caciularu, Noam Razin, Ori Katz, Noam Koenigstein
RecoBERT: A Catalog Language Model for Text-Based Recommendations. CoRR (2020)
Oren Barkan, Noam Razin, Itzik Malkiel, Ori Katz, Avi Caciularu, Noam Koenigstein
Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding. CoRR (2019)
Oren Barkan, Noam Koenigstein, Eylon Yogev, Ori Katz
CB2CF: a neural multiview content-to-collaborative filtering model for completely cold item recommendations. RecSys (2019)
Ori Katz, Ronen Talmon, Yu-Lun Lo, Hau-Tieng Wu
Alternating diffusion maps for multimodal data fusion. Inf. Fusion 45 (2019)
Oren Barkan, David Tsiris, Ori Katz, Noam Koenigstein
InverSynth: Deep Estimation of Synthesizer Parameter Configurations From Audio Signals. IEEE ACM Trans. Audio Speech Lang. Process. 27 (12) (2019)
Ori Katz, Ronen Talmon, Yu-Lun Lo, Hau-Tieng Wu
Diffusion-based nonlinear filtering for multimodal data fusion with application to sleep stage assessment. CoRR (2017)
Eliel Hojman, Thomas Chaigne, Oren Solomon, Sylvain Gigan, Emmanuel Bossy, Yonina C. Eldar, Ori Katz
Photoacoustic imaging beyond the acoustic diffraction-limit with dynamic speckle illumination and sparse joint support recovery. CoRR (2016)