Shlizerman, Eli
- STNDT: Modeling Neural Population Activity with a Spatiotemporal Transformer
2022/06/09 by Trung Le, Eli Shlizerman, Le, Trung +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)
- CaloChallenge 2022: A Community Challenge for Fast Calorimeter Simulation
2024/10/28 by Krause, Claudius, Giannelli, Michele Faucci, Kasieczka, Gregor +66 · 23 citations
#FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Instrumentation and Detectors (physics.ins-det) #Machine Learning (cs.LG)
- PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition
2019/11/27 by Kun Su, Xiulong Liu, Su, Kun +3 · 4 citations
Computer Science · Engineering · #Human Pose and Action Recognition #Gait Recognition and Analysis #Anomaly Detection Techniques and Applications
- Physics-Driven Diffusion Models for Impact Sound Synthesis from Videos
2023/03/29 by Kun Su, Su, Kun, Kaizhi Qian +7 · 6 citations
Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Generative Adversarial Networks and Image Synthesis
- 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
- Brain-to-Text Benchmark '24: Lessons Learned
2024/12/23 by Francis R. Willett, Jingyuan Li, Willett, Francis R. +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
- 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
- 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
- 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
- On Lyapunov Exponents for RNNs: Understanding Information Propagation Using Dynamical Systems Tools
2020/06/25 by Vogt, Ryan, Touzel, Maximilian Puelma, Shlizerman, Eli +1 · 2 citations
#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)
- SAVVY: Spatial Awareness via Audio-Visual LLMs through Seeing and Hearing
2025/06/04 by Mingfei Chen, Zixin Cui, Chen, Mingfei +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
- 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
- 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
- Compressed Meta-Optical Encoder for Image Classification
2024/04/23 by Wirth-Singh, Anna, Xiang, Jinlin, Choi, Minho +5 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Optics (physics.optics) #electronic engineering #information engineering
- Deep Reinforcement Learning for Neural Control
2020/06/12 by Kim, Jimin, Shlizerman, Eli · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- 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
- Hearing Anywhere in Any Environment
2025/04/14 by Liu, Xiulong, Kumar, Anurag, Calamia, Paul +7 · 4 citations
#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) #Sound (cs.SD) #electronic engineering #information engineering
- Building Machine Learning Challenges for Anomaly Detection in Science
2025/03/03 by Campolongo, Elizabeth G., Chou, Yuan-Tang, Govorkova, Ekaterina +147 · 3 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
- Evolutionary algorithms as an alternative to backpropagation for supervised training of Biophysical Neural Networks and Neural ODEs
2023/11/17 by James Hazelden, Hazelden, James, Yuhan Helena Liu +5 · 2 citations
Neuroscience · Computer Science · #Neural dynamics and brain function #Neural Networks and Applications #Neural Networks and Reservoir Computing
- 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)
- 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
- SoundVista: Novel-View Ambient Sound Synthesis via Visual-Acoustic Binding
2025/04/08 by Chen, Mingfei, Gebru, Israel D., Ananthabhotla, Ishwarya +7 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Sound (cs.SD)
- 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)
- Modular integration of neural connectomics, dynamics and biomechanics for identification of behavioral sensorimotor pathways in Caenorhabditis elegans
2025/04/25 by Kim, Jimin, Florman, Jeremy T., Santos, Julia A. +2 · 1 citation
#FOS: Biological sciences #Neurons and Cognition (q-bio.NC) #Quantitative Methods (q-bio.QM)