energy efficiency

Masking Kernel for Learning Energy-Efficient Representations for Speaker Recognition and Mobile Health Interspeech 2023 Membrane Potential Batch Normalization for Spiking Neural Networks ICCV 2023 Predictive Exit: Prediction of Fine-Grained Early Exits for Computation- and Energy-Efficient Inference AAAI 2023 Rubik's Optical Neural Networks: Multi-task Learning with Physics-aware Rotation Architecture IJCAI 2023 Spike-driven Transformer NeurIPS 2023 Spiking PointNet: Spiking Neural Networks for Point Clouds NeurIPS 2023 Towards Two-point Neuron-inspired Energy-efficient Multimodal Open Master Hearing Aid Interspeech 2023 Training a General Spiking Neural Network with Improved Efficiency and Minimum Latency ACML 2023 Winning Both the Accuracy of Floating Point Activation and the Simplicity of Integer Arithmetic ICLR 2023 Zeus: Understanding and Optimizing GPU Energy Consumption of DNN Training NSDI 2023 A Hardware Perspective to Evaluating Probabilistic Circuits PGM 2022 Attention Mechanism with Energy-Friendly Operations ACL 2022 AutoSNN: Towards Energy-Efficient Spiking Neural Networks ICML 2022 Characterizing the Efficiency vs. Accuracy Trade-off for Long-Context NLP Models ACL 2022 Deep residual spiking neural network for keyword spotting in low-resource settings Interspeech 2022 Differentiable hierarchical and surrogate gradient search for spiking neural networks NeurIPS 2022 EcoFormer: Energy-Saving Attention with Linear Complexity NeurIPS 2022 Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes IJCAI 2022 Great Power, Great Responsibility: Recommendations for Reducing Energy for Training Language Models NAACL 2022 Multi-Agent Reinforcement Learning Controller to Maximize Energy Efficiency for Multi-Generator Industrial Wave Energy Converter AAAI 2022 NETWORK INSENSITIVITY TO PARAMETER NOISE VIA PARAMETER ATTACK DURING TRAINING ICLR 2022 POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging ICML 2022 PrivateSNN: Privacy-Preserving Spiking Neural Networks AAAI 2022 RDC: Energy-Efficient Data Center Network Congestion Relief with Topological Reconfigurability at the Edge NSDI 2022 Redistribution of Weights and Activations for AdderNet Quantization NeurIPS 2022