Alex Bronstein
- Robust Quantization: One Model to Rule Them All
2020/02/18 by Moran Shkolnik, Brian Chmiel, Shkolnik, Moran +11 · 17 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
- Beholder-GAN: Generation and Beautification of Facial Images with\n Conditioning on Their Beauty Level
2019/02/07 by Nir Diamant, Diamant, Nir, Dean Zadok +8 · 1 voice · 1 citation
Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Evolutionary Psychology and Human Behavior #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #cs.CV
- LaSO: Label-Set Operations networks for multi-label few-shot learning
2019/02/26 by Amit Alfassy, Alfassy, Amit, Leonid Karlinsky +13 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Text and Document Classification Technologies
- Inverse problems with experiment-guided AlphaFold
2025/02/13 by Advaith Maddipatla, Nadav Bojan Sellam, Maddipatla, Advaith +12 · 1 voice · 13 citations
Engineering · Mathematics · Medicine · #Applied mathematics #Calculus (dental) #Computer science #Geometry #Industrial Vision Systems and Defect Detection #Integrated Circuits and Semiconductor Failure Analysis #Inverse #Mathematics #Medicine
- RepMet: Representative-based metric learning for classification and one-shot object detection
2018/06/12 by Leonid Karlinsky, Karlinsky, Leonid, Joseph Shtok +13 · 4 citations
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
- Self-Supervised Classification Network
2021/03/19 by Elad Amrani, Amrani, Elad, Leonid Karlinsky +3 · 4 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Data Classification
- DIMAL: Deep Isometric Manifold Learning Using Sparse Geodesic Sampling
2017/11/16 by Gautam Pai, Pai, Gautam, Ronen Talmon +5 · 3 citations
Computer Science · Engineering · Mathematics · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Morphological variations and asymmetry
- Deformable Shape Completion with Graph Convolutional Autoencoders
2017/12/01 by Or Litany, Litany, Or, Alex Bronstein +5 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
- The Shape of Data: Intrinsic Distance for Data Distributions
2019/05/27 by Anton Tsitsulin, Marina Munkhoeva, Tsitsulin, Anton +11 · 3 citations
Computer Science · #Computer Graphics and Visualization Techniques #Data Visualization and Analytics #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Demystifying Graph Sparsification Algorithms in Graph Properties Preservation
2023/11/21 by Yuhan Chen, Haojie Ye, Chen, Yuhan +11 · 5 citations
Computer Science · Engineering · #Advanced Graph Neural Networks #Ferroelectric and Negative Capacitance Devices #Caching and Content Delivery
- CAT: Compression-Aware Training for bandwidth reduction
2019/09/25 by Chaim Baskin, Brian Chmiel, Baskin, Chaim +9 · 4 citations
Computer Science · #Advanced Data Compression Techniques #Algorithms and Data Compression #Computer Vision and Pattern Recognition (cs.CV) #Embedded Systems Design Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Efficient Deformable Shape Correspondence via Kernel Matching
2017/07/25 by Zorah Lähner, Lähner, Zorah, Matthias Vestner +20 · 3 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #cs.CV
- Product Manifold Filter: Non-Rigid Shape Correspondence via Kernel Density Estimation in the Product Space
2017/01/03 by Matthias Vestner, Vestner, Matthias, Roee Litman +7 · 2 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Image Processing and 3D Reconstruction #cs.CV
- Delta-encoder: an effective sample synthesis method for few-shot object recognition
2018/06/12 by Eli Schwartz, Leonid Karlinsky, Schwartz, Eli +15 · 2 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Data Classification
- Noise Estimation Using Density Estimation for Self-Supervised Multimodal\n Learning
2020/03/06 by Elad Amrani, Rami Ben‐Ari, Amrani, Elad +5 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #I.2.10 #I.4 #I.5 #Multimodal Machine Learning Applications #Topic Modeling
- Joint learning of cartesian undersampling and reconstruction for\n accelerated MRI
2019/05/22 by Tomer Weiss, Sanketh Vedula, Weiss, Tomer +9 · 2 citations
Engineering · Medicine · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Medical Physics (physics.med-ph) #Photoacoustic and Ultrasonic Imaging #Signal Processing (eess.SP) #electronic engineering #information engineering
- Sparse similarity-preserving hashing
2013/12/19 by Jonathan Masci, Alex M. Bronstein, Alex Bronstein +8 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Video Analysis and Summarization #Video Surveillance and Tracking Methods #cs.CV #cs.DS
- Generative modeling of protein ensembles guided by crystallographic electron densities
2024/12/17 by Sai Advaith Maddipatla, Nadav Bojan Sellam, Maddipatla, Sai Advaith +7 · 6 citations
Biochemistry, Genetics and Molecular Biology · Materials Science · #Artificial Intelligence (cs.AI) #Enzyme Structure and Function #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Protein Structure and Dynamics #Quantitative Methods (q-bio.QM)
- Correspondence-Free Region Localization for Partial Shape Similarity via\n Hamiltonian Spectrum Alignment
2019/06/14 by Arianna Rampini, Rampini, Arianna, Irene Tallini +7 · 1 citation
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computational Geometry (cs.CG) #FOS: Computer and information sciences #Optical measurement and interference techniques
- Baby steps towards few-shot learning with multiple semantics
2019/06/05 by Eli Schwartz, Schwartz, Eli, Leonid Karlinsky +7 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Threat Model-Agnostic Adversarial Defense using Diffusion Models
2022/07/17 by Tsachi Blau, Blau, Tsachi, Roy Ganz +7 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Physical Passive Patch Adversarial Attacks on Visual Odometry Systems
2022/07/11 by Yaniv Nemcovsky, Nemcovsky, Yaniv, Matan Jacoby +5 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Using Deep Reinforcement Learning for mmWave Real-Time Scheduling
2022/10/04 by Barak Gahtan, Reuven Cohen, Gahtan, Barak +5 · 1 citation
Engineering · #Millimeter-Wave Propagation and Modeling #Microwave Engineering and Waveguides #Advanced MIMO Systems Optimization
- Experiment-guided AlphaFold3 resolves accurate protein ensembles
2025/10/11 by Advaith Maddipatla, Nadav Bojan Sellam, Meital Bojan +5 · 1 voice · 2 citations
Biochemistry, Genetics and Molecular Biology · Materials Science · #Conformational ensembles #Enzyme Structure and Function #Experimental data #Machine Learning in Bioinformatics #Protein Structure and Dynamics #Protein structure #Sequence (biology) #Work (physics)
- Exploring QUIC Dynamics: A Large-Scale Dataset for Encrypted Traffic Analysis
2024/09/30 by Barak Gahtan, Robert J. Sahala, Gahtan, Barak +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI)
- Spectral Geometric Matrix Completion
2019/11/17 by Amit Boyarski, Boyarski, Amit, Sanketh Vedula +3 · 1 citation
Computer Science · Engineering · #Advanced Graph Neural Networks #Computational Geometry (cs.CG) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques
- Sample- and Parameter-Efficient Auto-Regressive Image Models
2024/11/23 by Elad Amrani, Leonid Karlinsky, Amrani, Elad +3 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Image and Signal Denoising Methods #Medical Image Segmentation Techniques
- Context-aware Prompt Tuning: Advancing In-Context Learning with Adversarial Methods
2024/10/22 by Tsachi Blau, Moshe Kimhi, Blau, Tsachi +7 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition
- High quality ultrasonic multi-line transmission through deep learning
2018/08/23 by Sanketh Vedula, Ortal Senouf, Vedula, Sanketh +15 · 1 citation
Computer Science · Engineering · Medicine · #Image and Signal Denoising Methods #Photoacoustic and Ultrasonic Imaging #Ultrasound Imaging and Elastography #cs.CV