The Cake Lab @ WPI
The Cake Lab is a computer science research group at WPI. Our 20+ faculty and graduate assistants are passionate about systems, networking, and security!
Pinned Repositories
ARFlow
Democratizing Augmented Reality Research and Development.
datafree-model-extraction
CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779
DELI
Optimizing loading training data from cloud bucket storage for cloud-based distributed deep learning. Official repository for Quantifying and Improving Performance of Distributed Deep Learning with Cloud Storage, to be published in IC2E 2021
HybridDepth
Official implementation for HybridDepth Model (WACV 2025, ISMAR 2024)
LitAR
The official repo for LitAR: Visually Coherent Lighting for Mobile Augmented Reality (IMWUT'22)
Mobile-AR-Depth-Estimation
The official repository for Mobile AR Depth Estimation: Challenges & Prospects(HotMobile 2024)
perseus
PointAR
The official repo for PointAR: Efficient Lighting Estimation for Mobile Augmented Reality (ECCV'20)
transient-deep-learning
Repo for transient training paper at ICAC 2019.
Xihe
The official repo for Xihe: A 3D Vision-based Lighting Estimation Framework for Mobile Augmented Reality (MobiSys'21)
The Cake Lab @ WPI's Repositories
cake-lab/HybridDepth
Official implementation for HybridDepth Model (WACV 2025, ISMAR 2024)
cake-lab/datafree-model-extraction
CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779
cake-lab/Xihe
The official repo for Xihe: A 3D Vision-based Lighting Estimation Framework for Mobile Augmented Reality (MobiSys'21)
cake-lab/PointAR
The official repo for PointAR: Efficient Lighting Estimation for Mobile Augmented Reality (ECCV'20)
cake-lab/Mobile-AR-Depth-Estimation
The official repository for Mobile AR Depth Estimation: Challenges & Prospects(HotMobile 2024)
cake-lab/ARFlow
Democratizing Augmented Reality Research and Development.
cake-lab/DELI
Optimizing loading training data from cloud bucket storage for cloud-based distributed deep learning. Official repository for Quantifying and Improving Performance of Distributed Deep Learning with Cloud Storage, to be published in IC2E 2021
cake-lab/LitAR
The official repo for LitAR: Visually Coherent Lighting for Mobile Augmented Reality (IMWUT'22)
cake-lab/transient-deep-learning
Repo for transient training paper at ICAC 2019.
cake-lab/perseus
cake-lab/Sync-Switch
The official repo for Sync-Switch (ICDCS'21)
cake-lab/CremeBrulee
Official repo for the ACSOS 2021 paper on how to manage many deep learning models at the edge!
cake-lab/ventriloquist
Ventriloquist: a browser-based VTubing app!
cake-lab/Few-shot-NAS
The official repo for Few-Shot Neural Architecture Search (ICML'21 long oral)
cake-lab/Mobile-deep-inference-benchmark-app
Benchmark application used for the MODI project
cake-lab/CM-DARE
CM-DARE is a measurement infrastructure for monitoring distributed training in Google Cloud (ICDCS'20)
cake-lab/PieSlicer
PieSlicer models the pre-execution workflow for deep learning models and uses this to dynamically place preprocessing execution (ICPE'21)
cake-lab/2021-mitre-ectf
2021 MITRE Embedded CTF (eCTF)
cake-lab/LayerCake
cake-lab/MDInference
Repository for the MDInference paper published at IC2E'20
cake-lab/modi
cake-lab/MobileDeepInferenceExample
Example code for talk in WPI CS4518 "Mobile and Ubiquitous Systems"
cake-lab/2022-ectf-insecure-example
Insecure reference example for the 2022 Collegiate eCTF
cake-lab/2023-ectf-tools
Support tools for the MITRE 2023 eCTF
cake-lab/ar-reflection-privacy
Official public repo for ACM MM'22 paper: Privacy-preserving Reflection Rendering for Augmented Reality
cake-lab/CE-NAS
cake-lab/LaMOO
The repo for our ICLR 2022 paper on multi-objective optimization
cake-lab/LaMOO-ICLR
cake-lab/linux
Linux kernel source tree
cake-lab/newlib-cygwin
Cygwin newlib mirror