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Efficient Computing

6876 directly classified papers

Papers per year

Papers

Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators ICML 2021
HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search ICML 2021
HAWQ-V3: Dyadic Neural Network Quantization ICML 2021
Efficient Lottery Ticket Finding: Less Data is More ICML 2021
Rethinking Channel Dimensions for Efficient Model Design CVPR 2021
Compatibility-Aware Heterogeneous Visual Search CVPR 2021
You Only Look One-Level Feature CVPR 2021
Checkerboard Context Model for Efficient Learned Image Compression CVPR 2021
Exploring Sparsity in Image Super-Resolution for Efficient Inference CVPR 2021
Deep RGB-D Saliency Detection With Depth-Sensitive Attention and Automatic Multi-Modal Fusion CVPR 2021
Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling IJCNLP 2021
Modeling Task-Aware MIMO Cardinality for Efficient Multilingual Neural Machine Translation IJCNLP 2021
Database reasoning over text IJCNLP 2021
Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression based on Matrix Product Operators IJCNLP 2021
H-Transformer-1D: Fast One-Dimensional Hierarchical Attention for Sequences IJCNLP 2021
MoViNets: Mobile Video Networks for Efficient Video Recognition CVPR 2021
Picasso: A CUDA-Based Library for Deep Learning Over 3D Meshes CVPR 2021
VoxelContext-Net: An Octree Based Framework for Point Cloud Compression CVPR 2021
Restoring Extremely Dark Images in Real Time CVPR 2021
3D CNNs With Adaptive Temporal Feature Resolutions CVPR 2021
Permute, Quantize, and Fine-Tune: Efficient Compression of Neural Networks CVPR 2021
HR-NAS: Searching Efficient High-Resolution Neural Architectures With Lightweight Transformers CVPR 2021
BCNet: Searching for Network Width With Bilaterally Coupled Network CVPR 2021
Learnable Companding Quantization for Accurate Low-Bit Neural Networks CVPR 2021
WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition CVPR 2021