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Efficient Computing

596 directly classified papers

Papers per year

Papers

Sparse Instance Activation for Real-Time Instance Segmentation CVPR 2022
Reversible Vision Transformers CVPR 2022
Rep-Net: Efficient On-Device Learning via Feature Reprogramming CVPR 2022
Federated Learning With Position-Aware Neurons CVPR 2022
BigDL 2.0: Seamless Scaling of AI Pipelines From Laptops to Distributed Cluster CVPR 2022
Automated Progressive Learning for Efficient Training of Vision Transformers CVPR 2022
SplitNets: Designing Neural Architectures for Efficient Distributed Computing on Head-Mounted Systems CVPR 2022
Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation CVPR 2022
Paramixer: Parameterizing Mixing Links in Sparse Factors Works Better Than Dot-Product Self-Attention CVPR 2022
Instance-Aware Dynamic Neural Network Quantization CVPR 2022
AdaFocus V2: End-to-End Training of Spatial Dynamic Networks for Video Recognition CVPR 2022
Shapley-NAS: Discovering Operation Contribution for Neural Architecture Search CVPR 2022
Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics NIPS 2022
Analyzing and Mitigating Interference in Neural Architecture Search ICML 2022
Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training NIPS 2022
Outsourcing Training without Uploading Data via Efficient Collaborative Open-Source Sampling NIPS 2022
Hybrid Neural Networks for On-Device Directional Hearing AAAI 2022
Look More but Care Less in Video Recognition NIPS 2022
Interpreting Operation Selection in Differentiable Architecture Search: A Perspective from Influence-Directed Explanations NIPS 2022
TA-GATES: An Encoding Scheme for Neural Network Architectures NIPS 2022
Temporal Effective Batch Normalization in Spiking Neural Networks NIPS 2022
Non-Autoregressive Machine Translation: It’s Not as Fast as it Seems NAACL 2022
Deep residual spiking neural network for keyword spotting in low-resource settings INTERSPEECH 2022
MAE-DET: Revisiting Maximum Entropy Principle in Zero-Shot NAS for Efficient Object Detection ICML 2022
Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning JMLR 2022