Eli Shlizerman
Professor of Applied Mathematics and Electrical & Computer Engineering; Washington Research Foundation Professor for Data-intensive Discovery
Develops neuro-inspired deep learning and models of neural circuits, linking machine learning and neuroscience.
Eli Shlizerman's lab at UW works on computational neuroscience & cognition and neuroscience & brain-computer interfaces. 25 papers since 2023, 14 at top venues, mostly NeurIPS and CVPR. 5 PhD students. 26 alumni. Applications close .
At a glance
- papers, 2023–2026
- 7/ year
- at T1 venues
- 56%
- PhD students
- 5
- MS students
- 0
- alumni listed
- 26
Papers by yearfrom the lab homepage and DBLP, 2023–2026
- 2 papers2026 · T1 2 · collecting
- 6 papers2025 · T1 5
- 8 papers2024 · T1 3
- 9 papers2023 · T1 4
T1 venuesOtherVenues: NeurIPS, CVPR, ECCV, ICCV, ICML
Research focuspaper titles that use each topic's words
- Computational neuroscience & cognition0 papers
- Neuroscience & brain-computer interfaces0 papers
- linking0 papers
- neuroscience0 papers
- circuits0 papers
Paper list
From the lab homepage and DBLP.
20262 papers
20256 papers
- —Compressed Meta-Optical Encoder for Image Classification (opens in a new tab)
- CVPR (T1)Hearing Anywhere in Any Environment (opens in a new tab)
- NeurIPS (T1)Neural Tangent Knowledge Distillation for Optical Convolutional Networks (opens in a new tab)
- NeurIPS (T1)SAVVY: Spatial Awareness via Audio-Visual LLMs through Seeing and Hearing (opens in a new tab)
- CVPR (T1)SoundVista: Novel-View Ambient Sound Synthesis via Visual-Acoustic Binding (opens in a new tab)
- NeurIPS (T1)SPINT: Spatial Permutation-Invariant Neural Transformer for Consistent Intracortical Motor Decoding (opens in a new tab)
20248 papers
- NeurIPS (T1)AV-Cloud: Spatial Audio Rendering Through Audio-Visual Cloud Splatting (opens in a new tab)
- Neural Comput. Appl.Correction: Lyapunov-guided representation of recurrent neural network performance (opens in a new tab)
- —EP-GAN: Generation of Biophysical Neuron Model Parameters from Electrophysiological Responses (opens in a new tab)
- ICML (T1)From Vision to Audio and Beyond: A Unified Model for Audio-Visual Representation and Generation (opens in a new tab)
- WACVLet the Beat Follow You – Creating Interactive Drum Sounds From Body Rhythm (opens in a new tab)
- Neural Comput. Appl.Lyapunov-Guided Representation of Recurrent Neural Network Performance (opens in a new tab)
- NeurIPS (T1)Tell What You Hear From What You See: Video-to-Audio Generation Through Text (opens in a new tab)
- —VAB: A Unified Model for Audio-Visual Representation and Generation (opens in a new tab)
20239 papers
- IEEE Trans. Neural Networks Learn. Syst.AL-SAR: Active Learning for Skeleton-Based Action Recognition (opens in a new tab)
- —AMAG: Additive, Multiplicative and Adaptive Graph Neural Network For Forecasting Neural Activity (opens in a new tab)
- NeurIPS (T1)AMAG: Additive, Multiplicative and Adaptive Graph Neural Network For Forecasting Neuron Activity (opens in a new tab)
- ICCV (T1)Be Everywhere - Hear Everything (BEE): Audio Scene Reconstruction by Sparse Audio-Visual Samples (opens in a new tab)
- —BEE: Audio Scene Reconstruction by Sparse Audio-Visual Samples (opens in a new tab)
- SASComparison of Deep Learning and Signal Processing Methods for Removing a Ringing Artifact from Ultrasound Signals (opens in a new tab)
- NeurIPS (T1)Learning Time-Invariant Representations for Individual Neurons from Population Dynamics (opens in a new tab)
- CVPR (T1)Physics-Driven Diffusion Models for Impact Sound Synthesis from Videos (opens in a new tab)
- ICCV WorkshopTKIL: Tangent Kernel Optimization for Class Balanced Incremental Learning (opens in a new tab)
Where alumni went26 listed
Apply to UWFall 2027
UW Allen School Computer Science PhD
- Round
- Single round
- Opens
- GRE
- not required
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
Similar labsnearest by research summary
- CHEPFL
Alexander Mathis
- Neuroscience & brain-computer interfaces
- CHETH Zurich
Siddhartha Mishra
- Physics, climate & scientific computing
- GBImperial
Sonali Parbhoo
- Reinforcement learning
- GBOxford
Mauricio Villarroel
- Medical imaging & healthcare AI
- GBImperial
Wenjia Bai
- Medical imaging & healthcare AI
- CNSJTU
Zhongyu Li
- Neuroscience & brain-computer interfaces
Your notes
Save this lab to keep notes.
Data
Checked against the lab homepage.
- Collected
- Verified
- Papers
- The lab homepage and DBLP
- Members
- Lab homepage
- Alumni
- Lab homepage
Tiers are venue classifications, not lab rankings.
UWcloses