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SimulatorCoder: DNN Accelerator Simulator Code Generation and Optimization via Large Language Models
Arxiv
0+阅读 · 2月19日
Verifying DNN-based Semantic Communication Against Generative Adversarial Noise
Arxiv
0+阅读 · 2月19日
Benchmarking Stochastic Approximation Algorithms for Fairness-Constrained Training of Deep Neural Networks
Arxiv
0+阅读 · 2月18日
FlashMem: Supporting Modern DNN Workloads on Mobile with GPU Memory Hierarchy Optimizations
Arxiv
0+阅读 · 2月17日
DNN-Enabled Multi-User Beamforming for Throughput Maximization under Adjustable Fairness
Arxiv
0+阅读 · 2月17日
A unified theory of feature learning in RNNs and DNNs
Arxiv
0+阅读 · 2月17日
Nezha: Breaking Multi-Rail Network Barriers for Distributed DNN Training
Arxiv
0+阅读 · 2月9日
Large and Deep Factor Models
Arxiv
0+阅读 · 2月13日
SlimEdge: Performance and Device Aware Distributed DNN Deployment on Resource-Constrained Edge Hardware
Arxiv
0+阅读 · 2月15日
All-Optical Segmentation via Diffractive Neural Networks for Autonomous Driving
Arxiv
0+阅读 · 2月7日
A 16 nm 1.60TOPS/W High Utilization DNN Accelerator with 3D Spatial Data Reuse and Efficient Shared Memory Access
Arxiv
0+阅读 · 2月11日
PARD: Enhancing Goodput for Inference Pipeline via Proactive Request Dropping
Arxiv
0+阅读 · 2月9日
A two-step approach for speech enhancement in low-SNR scenarios using cyclostationary beamforming and DNNs
Arxiv
0+阅读 · 2月13日
Verifying DNN-based Semantic Communication Against Generative Adversarial Noise
Arxiv
0+阅读 · 2月9日
Flexible inference for animal learning rules using neural networks
Flexible inference for animal learning rules using neural networks
Arxiv
0+阅读 · 2月5日
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