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Methodology
← Optimization & Theory
Deep Learning
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Optimization & Theory
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Efficient Computing
1253 directly classified papers
Papers per year
2008: 1
2009: 1
2012: 2
2013: 2
2014: 10
2015: 6
2016: 14
2017: 19
2018: 59
2019: 71
2020: 113
2021: 128
2022: 162
2023: 159
2024: 225
2025: 281
Papers
PSRR-MaxpoolNMS: Pyramid Shifted MaxpoolNMS With Relationship Recovery
CVPR 2021
Heterogeneous Grid Convolution for Adaptive, Efficient, and Controllable Computation
CVPR 2021
Binary Graph Neural Networks
CVPR 2021
3D CNNs With Adaptive Temporal Feature Resolutions
CVPR 2021
High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network
CVPR 2021
Efficient and High-Quality Neural Machine Translation with OpenNMT
ACL 2020
Autolabeling 3D Objects With Differentiable Rendering of SDF Shape Priors
CVPR 2020
RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds
CVPR 2020
Efficient Neural Vision Systems Based on Convolutional Image Acquisition
CVPR 2020
Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection
CVPR 2020
Rethinking Depthwise Separable Convolutions: How Intra-Kernel Correlations Lead to Improved MobileNets
CVPR 2020
ILFO: Adversarial Attack on Adaptive Neural Networks
CVPR 2020
A Spatial RNN Codec for End-to-End Image Compression
CVPR 2020
Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio
CVPR 2020
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks
CVPR 2020
Dynamic Convolution: Attention Over Convolution Kernels
CVPR 2020
MUXConv: Information Multiplexing in Convolutional Neural Networks
CVPR 2020
Butterfly Transform: An Efficient FFT Based Neural Architecture Design
CVPR 2020
EfficientDet: Scalable and Efficient Object Detection
CVPR 2020
MnasFPN: Learning Latency-Aware Pyramid Architecture for Object Detection on Mobile Devices
CVPR 2020
FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions
CVPR 2020
DSNAS: Direct Neural Architecture Search Without Parameter Retraining
CVPR 2020
Neural Architecture Search for Lightweight Non-Local Networks
CVPR 2020
EcoNAS: Finding Proxies for Economical Neural Architecture Search
CVPR 2020
HyperSTAR: Task-Aware Hyperparameters for Deep Networks
CVPR 2020
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