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qGAMMA: A Framework for Optimal DNN Mapping on Multi-Precision Accelerators
Arxiv
0+阅读 · 10月16日
FuzzInsight: Navigating the Efficiency-Effectiveness Trade-off in Coverage-Guided DNN Fuzzing
Arxiv
0+阅读 · 10月16日
CAFE: Conducting-Cell-Aware Adaptive Differential Encoding for Robust DNN Inference in FeFET-Based Compute-in-Memory
Arxiv
0+阅读 · 10月14日
FAME: An FPGA-Based Platform for Approximate Multipliers Evaluation with Pattern-Guided DNN Retraining
Arxiv
0+阅读 · 10月15日
Compiling Multi-Threshold Operators for Quantized Non-Monotonic and Fine-Granular Activations in Custom-Tailored DNN Accelerators
Arxiv
0+阅读 · 10月15日
SlackSwap: Bandwidth-Aware Activation Swapping and Recomputation for Memory-Efficient DNN Training
Arxiv
0+阅读 · 10月9日
Autonomous Cyber Operations Gym for Training and Evaluating AI Models for Defence
Arxiv
0+阅读 · 10月13日
Learning a Sampling-Free Variational DNN Plugin from Tiny Training Sets to Refine OOD Segmentation With Uncertainty Estimation
Arxiv
0+阅读 · 10月12日
SQS: Bayesian DNN Compression through Sparse Quantized Sub-distributions
Arxiv
0+阅读 · 9月7日
SRAW-Attack: Space-Reweighted Adversarial Warping Attack for SAR Target Recognition
Arxiv
0+阅读 · 9月6日
GreenPipe: Power Modeling for Containerized DNN Inference on Kubernetes Edge Nodes
Arxiv
0+阅读 · 9月4日
Statistical Properties of Deep Neural Networks with Dependent Data
Arxiv
0+阅读 · 9月23日
OptiPrime: Optimizing Private Inference through Protocol-Hardware Co-design
Arxiv
0+阅读 · 9月15日
MROP: Mask-Region Optimized Purification Against Backdoor Attack in Deep JSCC
Arxiv
0+阅读 · 9月1日
Relational Knowledge Distillation Brings DNN Representations Close Enough to Humans to Be Aligned Without Supervision
Arxiv
0+阅读 · 8月28日
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