Tools

Real-Time Spatio-Temporal LiDAR Point Cloud Compression
Delayed-Aggregation Framework for Deep Point Cloud Analytics
Ptolemy: Detecting Deep Learning Adversarial Samples at Inference Time
TileWise Sparsity: Accelerating Sparse DNN without Hardware Support
Resource-Guaranteeing DNN Compression Framework
  • Pruning for specialized accelerators
  • Pruning for general-purpose processors
  • Joint pruning-quantization for general-purpose processors
    • Configurable Point Cloud Registration Pipeline
    ISM: Invariant-based Stereo Matching Algorithm
    Systolic-array Data-flow Optimizer
    SCALE-Sim: Systolic CNN AcceLErator Simulator
    GreenWeb: Language Extensions for Energy-Efficient Mobile Web
    AutoGreen: Automatic GreenWeb Annotation Tool
    Domino.js: DOM Instrumentation and Optimization Framework
    Mosaic: Cross-Platform Record and Replay Tool for Android Apps
     

    Benchmarks and Datasets

    BayesSuite: Bayesian Inference Benchmark Suite
    Node Benchmark: Node.js-based Event-Driven Server Workload Suite
    Mobile CPU User Satisfaction Data