jodyngo's repositories
PySODEvalToolkit
PySODEvalToolkit: A Python-based Evaluation Toolbox for Salient Object Detection and Camouflaged Object Detection
Conference-Acceptance-Rate
Acceptance rates for the major AI conferences
DADS
云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge
DeViT
PyTorch implementation of the paper: Decomposing Vision Transformers for Collaborative Inference in Edge Devices
dinov2
PyTorch code and models for the DINOv2 self-supervised learning method.
DNN-Partition
DNN partition edge-cloud co-infer
EdgeCam
A Distributed Camera System for Inference Scheduling and Continuous Learning in Video Analytics
EdgeDI
Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"
EdgeKE
Code for paper "EdgeKE: An On-Demand Deep Learning IoT System for Cognitive Big Data on Industrial Edge Devices"
EdgeLD
Code for paper "Locally Distributed Deep Learning Inference on Edge Device Clusters"
examples-1
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
FlexFlow
A distributed deep learning framework that supports flexible parallelization strategies.
LeNo
The official implementation of AAAI 2023 "LeNo: Adversarial Robust Salient Object Detection Networks with Learnable Noise"
Mimicking-packet-loss-at-the-edge-for-distributed-inference
Mimicking packet loss at the edge for distributed inference
MSE-CNN-Implementations
Code database with the implementation of MSE-CNN, from the paper "DeepQTMT: A Deep Learning Approach for Fast QTMT-based CU Partition of Intra-mode VVC".
Pipe-BD
[DATE'23] Pipe-BD: Pipelined Parallel Blockwise Distillation
sc2-benchmark-Supervised-Compression-for-Split-Computing
[TMLR] "SC2 Benchmark: Supervised Compression for Split Computing"
ScaLR
PyTorch code and models for ScaLR image-to-lidar distillation method
TOG
Real-time object detection is one of the key applications of deep neural networks (DNNs) for real-world mission-critical systems. While DNN-powered object detection systems celebrate many life-enriching opportunities, they also open doors for misuse and abuse. This project presents a suite of adversarial objectness gradient attacks, coined as TOG,
vista-net
Code for the paper "VistaNet: Visual Aspect Attention Network for Multimodal Sentiment Analysis", AAAI'19
visual-sentiment-analysis
Visual Sentiment Analysis
Visual-Sentiment-Analysis-for-Review-Images-with-Item-Oriented-and-User-Oriented-CNN
Code for the paper "Visual Sentiment Analysis for Review Images with Item-Oriented and User-Oriented CNN", ACM MM'17