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

EcoFormer: Energy-Saving Attention with Linear Complexity NIPS 2022
AutoSNN: Towards Energy-Efficient Spiking Neural Networks ICML 2022
SACoD: Sensor Algorithm Co-Design Towards Efficient CNN-Powered Intelligent PhlatCam ICCV 2021
HULK: An Energy Efficiency Benchmark Platform for Responsible Natural Language Processing EACL 2021
Spike-Thrift: Towards Energy-Efficient Deep Spiking Neural Networks by Limiting Spiking Activity via Attention-Guided Compression WACV 2021
Sparse Spiking Gradient Descent NIPS 2021
Hardware-Aware Neural Architecture Search: Survey and Taxonomy IJCAI 2021
Anytime Depth Estimation with Limited Sensing and Computation Capabilities on Mobile Devices CORL 2021
Fast and Efficient Locomotion via Learned Gait Transitions CORL 2021
Near Lossless Transfer Learning for Spiking Neural Networks AAAI 2021
Hyperparameter Power Impact in Transformer Language Model Training EMNLP 2021
AdderSR: Towards Energy Efficient Image Super-Resolution CVPR 2021
An Empirical Study of Adder Neural Networks for Object Detection NIPS 2021
Shrinking Bigfoot: Reducing wav2vec 2.0 footprint EMNLP 2021
Handling Long-tailed Feature Distribution in AdderNets NIPS 2021
Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural Networks IJCAI 2021
Winograd Algorithm for AdderNet ICML 2021
Learning a Contact-Adaptive Controller for Robust, Efficient Legged Locomotion CORL 2020
Utility is in the Eye of the User: A Critique of NLP Leaderboards EMNLP 2020
Efficient Neural Vision Systems Based on Convolutional Image Acquisition CVPR 2020
Optimal Policy for Deployment of Machine Learning Models on Energy-Bounded Systems IJCAI 2020
Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection AAAI 2020
Towards the Systematic Reporting of the Energy and Carbon Footprints of Machine Learning JMLR 2020
Deep Spiking Delayed Feedback Reservoirs and Its Application in Spectrum Sensing of MIMO-OFDM Dynamic Spectrum Sharing AAAI 2020
Energy-Efficient Slithering Gait Exploration for a Snake-Like Robot Based on Reinforcement Learning IJCAI 2019