Eli Shlizerman

1. STNDT: Modeling Neural Population Activity with a Spatiotemporal Transformer
   2022/06/09 by Trung Le, Le, Trung, Eli Shlizerman +1 · 9 citations
   Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
2. PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition
   2019/11/27 by Kun Su, Su, Kun, Xiulong Liu +3 · 4 citations
   Computer Science · Engineering · #Human Pose and Action Recognition #Gait Recognition and Analysis #Anomaly Detection Techniques and Applications
3. Physics-Driven Diffusion Models for Impact Sound Synthesis from Videos
   2023/03/29 by Kun Su, Kaizhi Qian, Su, Kun +7 · 6 citations
   Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Generative Adversarial Networks and Image Synthesis
4. Tell What You Hear From What You See -- Video to Audio Generation Through Text
   2024/11/08 by Xiulong Liu, Liu, Xiulong, Kun Su +3 · 12 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
5. Brain-to-Text Benchmark '24: Lessons Learned
   2024/12/23 by Francis R. Willett, Willett, Francis R., Jingyuan Li +30 · 1 voice · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Neuroscience · Psychology · #Educational and Psychological Assessments #Neuroscience, Education and Cognitive Function #cs.CL #cs.LG #q-bio.NC
6. Symmetry breaking bifurcation in Nonlinear Schrodinger /Gross-Pitaevskii Equations
   2007/02/19 by E. Kirr, Kirr, E. W., P. G. Kevrekidis +5 · 2 citations
   Mathematics · Physics and Astronomy · #Advanced Mathematical Physics Problems #Cold Atom Physics and Bose-Einstein Condensates #FOS: Physical sciences #Nonlinear Photonic Systems #Pattern Formation and Solitons (nlin.PS)
7. Calo-VQ: Vector-Quantized Two-Stage Generative Model in Calorimeter Simulation
   2024/05/10 by Qibin Liu, Chase Owen Shimmin, Liu, Qibin +9 · 6 citations
   Computer Science · Physics and Astronomy · Environmental Science · #Gaussian Processes and Bayesian Inference #Scientific Research and Discoveries #Soil Moisture and Remote Sensing
8. From Vision to Audio and Beyond: A Unified Model for Audio-Visual Representation and Generation
   2024/09/27 by Kun Su, Su, Kun, Xiulong Liu +3 · 6 citations
   Computer Science · Psychology · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multisensory perception and integration #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
9. Multi-Instrumentalist Net: Unsupervised Generation of Music from Body Movements
   2020/12/07 by Kun Su, Xiulong Liu, Su, Kun +3 · 2 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
10. On Lyapunov Exponents for RNNs: Understanding Information Propagation Using Dynamical Systems Tools
    2020/06/25 by Ryan Vogt, Vogt, Ryan, Maximilian Puelma Touzel +5 · 2 citations
    Computer Science · Neuroscience · Physics and Astronomy · #Chaotic Dynamics (nlin.CD) #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Neural dynamics and brain function
11. SAVVY: Spatial Awareness via Audio-Visual LLMs through Seeing and Hearing
    2025/06/04 by Mingfei Chen, Chen, Mingfei, Zixin Cui +10 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
12. Brain-to-Text Decoding with Context-Aware Neural Representations and Large Language Models
    2024/11/16 by Jingyuan Li, Trung Le, Li, Jingyuan +7 · 4 citations
    Biochemistry, Genetics and Molecular Biology · #FOS: Electrical engineering #Fractal and DNA sequence analysis #Signal Processing (eess.SP) #electronic engineering #information engineering
13. Transferable polychromatic optical encoder for neural networks
    2024/11/05 by Minho Choi, Jinlin Xiang, Choi, Minho +9 · 4 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Optics (physics.optics) #Semiconductor Lasers and Optical Devices #Sensor Technology and Measurement Systems
14. Modeling multipulsing transition in ring cavity lasers with proper orthogonal decomposition
    2010/08/30 by Edwin Ding, Eli Shlizerman, J. Nathan Kutz · 1 citation
    Physics and Astronomy · #Advanced Fiber Laser Technologies #Laser-Matter Interactions and Applications #Nonlinear Photonic Systems
15. The time is ripe to reverse engineer an entire nervous system: simulating behavior from neural interactions
    2023/08/12 by Gal Haspel, Ben Baker, Haspel, Gal +71 · 1 voice · 1 citation
    Biochemistry, Genetics and Molecular Biology · #FOS: Biological sciences #Neurons and Cognition (q-bio.NC) #q-bio.NC
16. Audeo: Audio Generation for a Silent Performance Video
    2020/06/23 by Kun Su, Xiulong Liu, Eli Shlizerman · 1 voice
    Computer Science · Engineering · #cs.CV #cs.LG #cs.MM #cs.SD #eess.AS #eess.IV
17. Evolutionary algorithms as an alternative to backpropagation for supervised training of Biophysical Neural Networks and Neural ODEs
    2023/11/17 by James Hazelden, Yuhan Helena Liu, Hazelden, James +5 · 2 citations
    Neuroscience · Computer Science · #Neural dynamics and brain function #Neural Networks and Applications #Neural Networks and Reservoir Computing
18. Learning Time-Invariant Representations for Individual Neurons from Population Dynamics
    2023/11/03 by Mi Lu, Mi, Lu, Trung Le +7 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Neuroscience · #Cell Image Analysis Techniques #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metabolomics and Mass Spectrometry Studies #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
19. Lyapunov-Guided Representation of Recurrent Neural Network Performance
    2022/04/11 by Ryan Vogt, Vogt, Ryan, Yang Zheng +3 · 1 citation
    Computer Science · Neuroscience · #Neural Networks and Applications #Neural dynamics and brain function #Neural Networks and Reservoir Computing
20. TKIL: Tangent Kernel Approach for Class Balanced Incremental Learning
    2022/06/17 by Jinlin Xiang, Xiang, Jinlin, Eli Shlizerman +1 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Biological sciences #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Neurons and Cognition (q-bio.NC)
21. SceneBind: Binding What and Where Across Vision, Audio and Language
    2026/07/16 by Mingfei Chen, Zijun Cui, Ruoke Zhang +2
    #cs.CV #cs.AI #cs.MM #cs.SD