JHA Lab

All

15 repositories

ece364_2024
Public
Weekly lab assignments for ECE364 2024Fall at Princeton University
Jupyter Notebook
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BSD 3-Clause "New" or "Revised" License
•0•1•0•0•Updated Oct 9, 2024Oct 9, 2024
secrets
Public
[CCTC '24] Subject-Efficient Clinical Randomized Controlled Trials using Synthetic Intervention
Python
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Other
•0•0•0•0•Updated Jul 24, 2024Jul 24, 2024
zerotprune
Public
0•0•0•0•Updated Jun 13, 2024Jun 13, 2024
ctrl
Public
Jupyter Notebook
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MIT License
•0•0•0•0•Updated May 14, 2024May 14, 2024
impromptu
Public
Code and dataset repository for Im-Promptu: In-Context Composition from Image Prompts
Jupyter Notebook
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BSD 3-Clause Clear License
•0•3•0•0•Updated Mar 14, 2024Mar 14, 2024
acceltran
Public
[TCAD'23] AccelTran: A Sparsity-Aware Accelerator for Transformers
transformers accelerators
Python
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BSD 3-Clause "New" or "Revised" License
•8•33•1•0•Updated Nov 22, 2023Nov 22, 2023
edgetran
Public
[TMC'23] EdgeTran: Device-Aware Co-Search of Transformers and Mobile Platforms
deep-learning transformers edge-ai hardware-software-codesign
Jupyter Notebook
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BSD 3-Clause "New" or "Revised" License
•0•3•0•0•Updated Nov 1, 2023Nov 1, 2023
protran
Public
[TMC'23] ProTran: Profiling the Energy of Transformers on Embedded Platforms
transformers energy-profiles
Jupyter Notebook
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BSD 3-Clause "New" or "Revised" License
•0•0•0•0•Updated Nov 1, 2023Nov 1, 2023
scout
Public
[ACM Health 2023] ScouT: Synthetic Counterfactuals via Spatiotemporal Transformers for Actionable Healthcare
BSD 3-Clause "New" or "Revised" License
•0•0•0•0•Updated Sep 6, 2023Sep 6, 2023
transcode
Public
[TCAD'23] TransCODE: Co-design of Transformers and Accelerators for Efficient Training and Inference
deep-learning transformers neural-architecture-search accelerators hardware-software-codesign
Python
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BSD 3-Clause "New" or "Revised" License
•0•5•0•0•Updated Jun 3, 2023Jun 3, 2023
boshnas
Public
[JAIR'23] BOSHNAS tool for efficient neural architecture search.
deep-learning bayesian-optimization neural-architecture-search
Python
•0•3•0•0•Updated Apr 3, 2023Apr 3, 2023
txf_design-space
Public
[JAIR'23] FlexiBERT tool for Transformer design space exploration.
deep-learning transformers neural-architecture-search
Python
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BSD 3-Clause "New" or "Revised" License
•1•7•1•0•Updated Apr 3, 2023Apr 3, 2023
codebench
Public
[TECS'23] A project on the co-design of Accelerators and CNNs.
deep-learning convolutional-neural-networks accelerators hardware-software-codesign
Verilog
•3•19•1•0•Updated Dec 10, 2022Dec 10, 2022
cnn_design-space
Public
[TECS'23] CNNBench tool for generation and evaluation of CNN architectures.
convolutional-neural-networks network-architecture-search deep-learning
Python
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BSD 3-Clause "New" or "Revised" License
•1•7•0•0•Updated Dec 10, 2022Dec 10, 2022
dini
Public
[Nature-SR'22] DINI: Data Imputation using Neural Inversion
deep-learning transformers data-imputation
Python
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BSD 3-Clause "New" or "Revised" License
•0•2•0•0•Updated Nov 24, 2022Nov 24, 2022