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

Inherent Redundancy in Spiking Neural Networks ICCV 2023
Masked Spiking Transformer ICCV 2023
Masking Kernel for Learning Energy-Efficient Representations for Speaker Recognition and Mobile Health INTERSPEECH 2023
Towards Two-point Neuron-inspired Energy-efficient Multimodal Open Master Hearing Aid INTERSPEECH 2023
Low Emission Building Control with Zero-Shot Reinforcement Learning AAAI 2023
Spike-driven Transformer NIPS 2023
Predictive Exit: Prediction of Fine-Grained Early Exits for Computation- and Energy-Efficient Inference AAAI 2023
Energy and Carbon Considerations of Fine-Tuning BERT EMNLP 2023
Spiking PointNet: Spiking Neural Networks for Point Clouds NIPS 2023
A Hardware Perspective to Evaluating Probabilistic Circuits PGM 2022
Attention Mechanism with Energy-Friendly Operations ACL 2022
Spiking Graph Convolutional Networks IJCAI 2022
Deep residual spiking neural network for keyword spotting in low-resource settings INTERSPEECH 2022
Characterizing the Efficiency vs. Accuracy Trade-off for Long-Context NLP Models ACL 2022
PrivateSNN: Privacy-Preserving Spiking Neural Networks AAAI 2022
Towards Climate Awareness in NLP Research EMNLP 2022
Differentiable hierarchical and surrogate gradient search for spiking neural networks NIPS 2022
Redistribution of Weights and Activations for AdderNet Quantization NIPS 2022
Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation CVPR 2022
Great Power, Great Responsibility: Recommendations for Reducing Energy for Training Language Models NAACL 2022
Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes IJCAI 2022
Training Spiking Neural Networks with Local Tandem Learning NIPS 2022
POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging ICML 2022
RDC: Energy-Efficient Data Center Network Congestion Relief with Topological Reconfigurability at the Edge NSDI 2022
Multi-Agent Reinforcement Learning Controller to Maximize Energy Efficiency for Multi-Generator Industrial Wave Energy Converter AAAI 2022