Tai-Sing Lee
Professor
Studies computational neuroscience of vision, linking neural recordings with computational vision models.
Tai-Sing Lee's lab at CMU works on neuroscience & brain-computer interfaces and computational neuroscience & cognition. 12 papers since 2023, 3 at top venues, mostly AAAI and CVPR. 89 alumni. Applications close .
At a glance
- papers, 2023–2026
- 3/ year
- at T1 venues
- 25%
- PhD students
- 0
- MS students
- 0
- alumni listed
- 89
Papers by yearfrom the lab homepage, 2023–2026
- 1 papers2026 · T1 0 · collecting
- 4 papers2025 · T1 2
- 5 papers2024 · T1 1
- 2 papers2023 · T1 0
T1 venuesOtherVenues: AAAI, CVPR, NeurIPS
Research focuspaper titles that use each topic's words
- Computational neuroscience & cognition1 paper
- Neuroscience & brain-computer interfaces0 papers
- vision models0 papers
- recordings0 papers
- linking0 papers
Paper list
From the lab homepage.
20261 paper
20254 papers
- Computational and Systems Neuroscience (Cosyne) . Best Abstract Award.Cue-invariant geometric structure of the population codes in macaque V1 and V2 (opens in a new tab)
- AAAI (T1)Modeling Rapid Contextual Learning in the Visual Cortex with Fast-Weight Deep Autoencoder Networks. (opens in a new tab)
- CVPR (T1)Perceptual Inductive Bias Is What You Need Before Contrastive Learning (opens in a new tab)
- ICLR (International Conference of Representational Learning).Self-Attention-Based Contextual Modulation Improves Neural System Identification. (opens in a new tab)
20245 papers
- ICLR WorkshopDoes resistance to style-transfer equal global shape bias? Measuring network sensitivity to global shape configuration. International Conference in Learning Representation. (opens in a new tab)
- NeurIPS (T1)Emergence of Shape Bias in Convolutional Neural Networks through Activation Sparsity (Oral Presentation). (opens in a new tab)
- Nature Communication 15. 6410 .Large-scale calcium imaging reveals a systematic V4 map for encoding natural scenes. (opens in a new tab)
- PLOS Computational Biology, Oct 24, . https://doi.org/10.1371/journal.pcbi.1013587.Manifold Transform by Recurrent Cortical Circuit Enhance Robust Encoding of Familiar Stimuli. (opens in a new tab)
- ICLR WorkshopThe benefits of Incorporating Shape Priors in Contrastive Learning International Conference in Learning Representation. (opens in a new tab)
20232 papers
- Computational and Systems Neuroscience (Cosyne) .A large dataset of Macaque V1 Responses to Natural Images Revealed Complexity in V1 Neural Codes (opens in a new tab)
- Computational and Systems Neuroscience (Cosyne) .Recurrent Circuits Improve Neural Response Prediction and provide Insight into Cortical Circuits. (opens in a new tab)
Where alumni went89 listed
Apply to CMUFall 2027
CMU SCS Computer Science PhD
- Round
- Single round
- Opens
- GRE
- See program page
- English
- TOEFL / IELTS / Duolingo (F-1/J-1 non-native speakers)
- Fee
- USD 100 (USD 80 by early deadline)
Confirmed on the program page.
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Data
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- Collected
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- Papers
- The lab homepage
- Members
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Tiers are venue classifications, not lab rankings.
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