Mix and Match: A Novel FPGA-Centric Deep Neural Network Quantization Framework

Sung-En Chang, Yanyu Li, Mengshu Sun, +5

Artificial IntelligenceEngineeringMachine LearningHardware AlgorithmComputer Architecture +15

HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers

Peiyan Dong, Mengshu Sun, Alec Lu, +8

Machine VisionImage AnalysisToken SelectorEngineeringPattern Recognition +13

FILM-QNN: Efficient FPGA Acceleration of Deep Neural Networks with Intra-Layer, Mixed-Precision Quantization

Mengshu Sun, Zhengang Li, Alec Lu, +5

EngineeringMachine LearningHardware AlgorithmComputer ArchitectureFpga Devices +15

Auto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization

Zhengang Li, Mengshu Sun, Alec Lu, +9

Model QuantizationImage AnalysisMachine VisionEngineeringHardware Acceleration +12

Interpreting Adversarial Examples by Activation Promotion and Suppression

Kaidi Xu, Sijia Liu, Gaoyuan Zhang, +5

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningObject CategorizationAi Safety +15

Adversarial T-shirt! Evading Person Detectors in A Physical World

Kaidi Xu, Gaoyuan Zhang, Sijia Liu, +6

arXiv (Cornell University)

EngineeringMachine LearningHuman Pose EstimationBiometricsInformation Forensics +15

3D CNN Acceleration on FPGA using Hardware-Aware Pruning

Mengshu Sun, Pu Zhao, Mehmet Gungor, +3

Convolutional Neural NetworkEngineeringHardware AlgorithmComputer ArchitectureComputer-aided Design +15

Evading Real-Time Person Detectors by Adversarial T-shirt.

Kaidi Xu, Gaoyuan Zhang, Sijia Liu, +6

arXiv (Cornell University)

Convolutional Neural NetworkDeep Neural NetworksMachine VisionMachine LearningImage Analysis +13

Power management in hybrid electric vehicles using deep recurrent reinforcement learning

Mengshu Sun, Pu Zhao, Xue Lin

Electrical Engineering

EngineeringDeep Reinforcement LearningEnergy ManagementSystems EngineeringHybrid Electric Vehicle +5

SS-Auto: A Single-Shot, Automatic Structured Weight Pruning Framework of DNNs with Ultra-High Efficiency

Zhengang Li, Yifan Gong, Xiaolong Ma, +6

arXiv (Cornell University)

Few-shot LearningConvolutional Neural NetworkEngineeringMachine LearningUltra-high Efficiency +14