Eli Shlizerman
University of Washington
H-index: 22
North America-United States
Top articles of Eli Shlizerman
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Let the Beat Follow You-Creating Interactive Drum Sounds From Body Rhythm | Xiulong Liu Kun Su Eli Shlizerman | 2024 | |
AL-SAR: Active Learning for Skeleton-based Action Recognition | IEEE Transactions on Neural Networks and Learning Systems | Jingyuan Li Trung Le Shlizerman Eli | 2023/8/15 |
To reverse engineer an entire nervous system | arXiv preprint arXiv:2308.06578 | Gal Haspel Edward S Boyden Jeffrey Brown George Church Netta Cohen | 2023/8/12 |
Evolutionary algorithms as an alternative to backpropagation for supervised training of Biophysical Neural Networks and Neural ODEs | arXiv preprint arXiv:2311.10869 | James Hazelden Yuhan Helena Liu Eli Shlizerman Eric Shea-Brown | 2023/11/17 |
Learning Time-Invariant Representations for Individual Neurons from Population Dynamics | Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS 2023) | Lu Mi* Trung Le* Tianxing He Eli Shlizerman Uygar Sümbül | 2023/11/3 |
Comparison of Deep Learning and Signal Processing Methods for Removing a Ringing Artifact from Ultrasound Signals | Yana Sosnovskaya Eli Shlizerman Blake Hannaford Mika N Sinanan | 2023/7/18 | |
ElectroPhysiomeGAN: Generation of Biophysical Neuron Model Parameters from Recorded Electrophysiological Responses | bioRxiv | Jimin Kim Qiang Liu Eli Shlizerman | 2023 |
Be Everywhere-Hear Everything (BEE): Audio Scene Reconstruction by Sparse Audio-Visual Samples | Mingfei Chen Kun Su Eli Shlizerman | 2023 | |
Physics-driven diffusion models for impact sound synthesis from videos | Kun Su Kaizhi Qian Eli Shlizerman Antonio Torralba Chuang Gan | 2023 | |
AMAG: Additive, Multiplicative and Adaptive Graph Neural Network For Forecasting Neuron Activity | Advances in Neural Information Processing Systems | Jingyuan Li Leo Scholl Trung Le Pavithra Rajeswaran Amy Orsborn | 2024/2/13 |
TKIL: tangent kernel approach for class balanced incremental learning | Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops | Jinlin Xiang Eli Shlizerman | 2023 |
Linking Finite-Time Lyapunov Exponents to RNN Gradient Subspaces and Input Sensitivity | Ryan Vogt Eli Shlizerman Guillaume Lajoie | 2023/10/13 | |
Statistical perspective on functional and causal neural connectomics: The Time-Aware PC algorithm | PLOS Computational Biology | Rahul Biswas Eli Shlizerman | 2022/11/14 |
OpenLabCluster: Active learning based clustering and classification of animal behaviors in videos based on automatically extracted kinematic body keypoints | Biorxiv | Jingyuan Li Moishe Keselman Eli Shlizerman | 2022/10/13 |
Hyperpruning: Efficient pruning through Lyapunov metric hypersearch | Yang Zheng Eli Shlizerman | 2022/9/29 | |
STNDT: Modeling Neural Population Activity with a Spatiotemporal Transformer | Advances in Neural Information Processing Systems 2022 | Trung Le Eli Shlizerman | 2022/6/9 |
Lyapunov-Guided Embedding for Hyperparameter Selection in Recurrent Neural Networks | arXiv preprint arXiv:2204.04876 | Ryan Vogt Yang Zheng Eli Shlizerman | 2022/4/11 |
INRAS: Implicit Neural Representation for Audio Scenes | Advances in Neural Information Processing Systems 2022 | Mingfei Chen Kun Su Eli Shlizerman | 2022/12 |
On lyapunov exponents for rnns: Understanding information propagation using dynamical systems tools | Frontiers in Applied Mathematics and Statistics | Ryan Vogt Maximilian Puelma Touzel Eli Shlizerman Guillaume Lajoie | 2022/3/2 |
How does it sound? Generation of rhythmic soundtracks for human movement videos | Advances in Neural Information Processing Systems | Kun Su Xiulong Liu Eli Shlizerman | 2021/12/6 |
Co-Authors
