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Efficient Computing

6,898 papers

Papers per year

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11
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Papers

AdaViT: Adaptive Vision Transformers for Efficient Image Recognition CVPR 2022
CMT: Convolutional Neural Networks Meet Vision Transformers CVPR 2022
AdaFocus V2: End-to-End Training of Spatial Dynamic Networks for Video Recognition CVPR 2022
Event-Based Video Reconstruction via Potential-Assisted Spiking Neural Network CVPR 2022
Condensing CNNs With Partial Differential Equations CVPR 2022
Compressing Models With Few Samples: Mimicking Then Replacing CVPR 2022
PokeBNN: A Binary Pursuit of Lightweight Accuracy CVPR 2022
An Efficient Training Approach for Very Large Scale Face Recognition CVPR 2022
Coarse-To-Fine Q-Attention: Efficient Learning for Visual Robotic Manipulation via Discretisation CVPR 2022
NICGSlowDown: Evaluating the Efficiency Robustness of Neural Image Caption Generation Models CVPR 2022
Deep Visual Geo-Localization Benchmark CVPR 2022
Scaling Vision Transformers CVPR 2022
Learned Queries for Efficient Local Attention CVPR 2022
DeltaCNN: End-to-End CNN Inference of Sparse Frame Differences in Videos CVPR 2022
Multilingual Machine Translation with Hyper-Adapters EMNLP 2022
Numerical Optimizations for Weighted Low-rank Estimation on Language Models EMNLP 2022
COST-EFF: Collaborative Optimization of Spatial and Temporal Efficiency with Slenderized Multi-exit Language Models EMNLP 2022
Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization EMNLP 2022
Towards Climate Awareness in NLP Research EMNLP 2022
How Far are We from Robust Long Abstractive Summarization? EMNLP 2022
Conformal Predictor for Improving Zero-Shot Text Classification Efficiency EMNLP 2022
TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection EMNLP 2022
FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering EMNLP 2022
Candidate Soups: Fusing Candidate Results Improves Translation Quality for Non-Autoregressive Translation EMNLP 2022
Evaluating Parameter Efficient Learning for Generation EMNLP 2022