energy efficiency

SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models AAAI 2025 Spiking Vision Transformer with Saccadic Attention ICLR 2025 SpiLiFormer: Enhancing Spiking Transformers with Lateral Inhibition ICCV 2025 STAA-SNN: Spatial-Temporal Attention Aggregator for Spiking Neural Networks CVPR 2025 Temporal Flexibility in Spiking Neural Networks: Towards Generalization Across Time Steps and Deployment Friendliness ICLR 2025 The Green KNIGHT: Green Machine Translation with Knowledge-Distilled, Narrow, Inexpensive, Greedy, Hybrid Transformers EMNLP 2025 Towards Efficient and Intelligent Laser Weeding: Method and Dataset for Weed Stem Detection AAAI 2025 Towards Energy Efficient 5G vRAN Servers NSDI 2025 Towards Sustainable NLP: Insights from Benchmarking Inference Energy in Large Language Models NAACL 2025 Are Conventional SNNs Really Efficient? A Perspective from Network Quantization CVPR 2024 BOLD: Boolean Logic Deep Learning NeurIPS 2024 CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search Framework NeurIPS 2024 ED-sKWS: Early-Decision Spiking Neural Networks for Rapid, and Energy-Efficient Keyword Spotting Interspeech 2024 Energy Efficient Streaming Time Series Classification with Attentive Power Iteration AAAI 2024 Gated Attention Coding for Training High-Performance and Efficient Spiking Neural Networks AAAI 2024 Global-Local Convolution with Spiking Neural Networks for Energy-efficient Keyword Spotting Interspeech 2024 Improved Efficiency Based on Learned Saccade and Continuous Scene Reconstruction From Foveated Visual Sampling ICLR 2024 Integrating Neural Pathways for Learning in Deep Reinforcement Learning Models AAAI 2024 Learning a Spiking Neural Network for Efficient Image Deraining IJCAI 2024 Linearised data-driven LSTM-based control of multi-input HVAC systems L4DC 2024 NeuralFuse: Learning to Recover the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes NeurIPS 2024 One-step Spiking Transformer with a Linear Complexity IJCAI 2024 Optimizing IT FinOps and Sustainability through Unsupervised Workload Characterization AAAI 2024 QKFormer: Hierarchical Spiking Transformer using Q-K Attention NeurIPS 2024 Slack-Free Spiking Neural Network Formulation for Hypergraph Minimum Vertex Cover NeurIPS 2024