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Efficient Computing

6,876 papers

Papers per year

Papers

Optimal channel selection with discrete QCQP AISTATS 2022
Mean Nyström Embeddings for Adaptive Compressive Learning AISTATS 2022
Compressed Rule Ensemble Learning AISTATS 2022
FLIX: A Simple and Communication-Efficient Alternative to Local Methods in Federated Learning AISTATS 2022
LayerConnect: Hypernetwork-Assisted Inter-Layer Connector to Enhance Parameter Efficiency COLING 2022
Accelerating Inference for Pretrained Language Models by Unified Multi-Perspective Early Exiting COLING 2022
Speeding up Transformer Decoding via an Attention Refinement Network COLING 2022
Boosting Code Summarization by Embedding Code Structures COLING 2022
An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework Based on Semantic Blocks COLING 2022
Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks COLING 2022
Searching the Deployable Convolution Neural Networks for GPUs CVPR 2022
On Aliased Resizing and Surprising Subtleties in GAN Evaluation CVPR 2022
Density-Preserving Deep Point Cloud Compression CVPR 2022
Implicit Feature Decoupling With Depthwise Quantization CVPR 2022
APES: Articulated Part Extraction From Sprite Sheets CVPR 2022
Controllable Dynamic Multi-Task Architectures CVPR 2022
SmartAdapt: Multi-Branch Object Detection Framework for Videos on Mobiles CVPR 2022
Accelerating Video Object Segmentation With Compressed Video CVPR 2022
FastDOG: Fast Discrete Optimization on GPU CVPR 2022
Wavelet Knowledge Distillation: Towards Efficient Image-to-Image Translation CVPR 2022
Lite-MDETR: A Lightweight Multi-Modal Detector CVPR 2022
Killing Two Birds With One Stone: Efficient and Robust Training of Face Recognition CNNs by Partial FC CVPR 2022
SceneSqueezer: Learning To Compress Scene for Camera Relocalization CVPR 2022
How Well Do Sparse ImageNet Models Transfer? CVPR 2022
AEGNN: Asynchronous Event-Based Graph Neural Networks CVPR 2022