conftrace_

energy efficiency

138 papers

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Co-occurring keywords

spiking neural network (331) model compression (3302) neuromorphic computing (95) neural network optimization (1293) convolutional neural network (4226) edge computing (210) object detection (2762) image classification (1944) reinforcement learning (4352) energy consumption (37)

Papers

Adaptive Calibration: A Unified Conversion Framework of Spiking Neural Networks AAAI 2025
Noise-Injected Spiking Graph Convolution for Energy-Efficient 3D Point Cloud Denoising AAAI 2025
Brain-Inspired Spiking Neural Networks for Energy-Efficient Object Detection CVPR 2025
Efficient Spiking Point Mamba for Point Cloud Analysis ICCV 2025
SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models AAAI 2025
GREEN: Carbon-efficient Resource Scheduling for Machine Learning Clusters NSDI 2025
Energy Considerations of Large Language Model Inference and Efficiency Optimizations ACL 2025
SpiLiFormer: Enhancing Spiking Transformers with Lateral Inhibition ICCV 2025
Towards Efficient and Intelligent Laser Weeding: Method and Dataset for Weed Stem Detection AAAI 2025
FSTA-SNN:Frequency-Based Spatial-Temporal Attention Module for Spiking Neural Networks AAAI 2025
Spiking Point Transformer for Point Cloud Classification AAAI 2025
Towards Energy Efficient 5G vRAN Servers NSDI 2025
E4: Energy-Efficient DNN Inference for Edge Video Analytics via Early Exiting and DVFS AAAI 2025
Brevity is the soul of sustainability: Characterizing LLM response lengths ACL 2025
MONAS-ESNN: Multi-Objective Neural Architecture Search for Efficient Spiking Neural Networks WACV 2025
Are Conventional SNNs Really Efficient? A Perspective from Network Quantization CVPR 2024
Global-Local Convolution with Spiking Neural Networks for Energy-efficient Keyword Spotting INTERSPEECH 2024
Spiking Denoising Diffusion Probabilistic Models WACV 2024
Optimizing IT FinOps and Sustainability through Unsupervised Workload Characterization AAAI 2024
Integrating Neural Pathways for Learning in Deep Reinforcement Learning Models AAAI 2024
SpikedAttention: Training-Free and Fully Spike-Driven Transformer-to-SNN Conversion with Winner-Oriented Spike Shift for Softmax Operation NIPS 2024
Energy Efficient Streaming Time Series Classification with Attentive Power Iteration AAAI 2024
Spiking Graph Neural Network on Riemannian Manifolds NIPS 2024
Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks AAAI 2024
SpikeVoice: High-Quality Text-to-Speech Via Efficient Spiking Neural Network ACL 2024