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Efficient Computing

6876 directly classified papers

Papers per year

Papers

Distribution-Aware Adaptive Multi-Bit Quantization CVPR 2021
Diversifying Sample Generation for Accurate Data-Free Quantization CVPR 2021
Topological Planning With Transformers for Vision-and-Language Navigation CVPR 2021
LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search CVPR 2021
Ultra-High-Definition Image Dehazing via Multi-Guided Bilateral Learning CVPR 2021
Diverse Branch Block: Building a Convolution as an Inception-Like Unit CVPR 2021
Towards Efficient Tensor Decomposition-Based DNN Model Compression With Optimization Framework CVPR 2021
SmallER: Scaling Neural Entity Resolution for Edge Devices INTERSPEECH 2021
Neural Function Modules with Sparse Arguments: A Dynamic Approach to Integrating Information across Layers AISTATS 2021
Network Quantization With Element-Wise Gradient Scaling CVPR 2021
Vector-Vector-Matrix Architecture: A Novel Hardware-Aware Framework for Low-Latency Inference in NLP Applications EMNLP 2020
AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates AAAI 2020
Span-Based Neural Buffer: Towards Efficient and Effective Utilization of Long-Distance Context for Neural Sequence Models AAAI 2020
Deep Reinforcement Learning for Active Human Pose Estimation AAAI 2020
Learned Video Compression via Joint Spatial-Temporal Correlation Exploration AAAI 2020
POST: POlicy-Based Switch Tracking AAAI 2020
Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT AAAI 2020
Convolutional Hierarchical Attention Network for Query-Focused Video Summarization AAAI 2020
A Deep Neural Network Model of Particle Thermal Radiation in Packed Bed AAAI 2020
Quantized Compressive Sampling of Stochastic Gradients for Efficient Communication in Distributed Deep Learning AAAI 2020
Laplacian pyramid-based complex neural network learning for fast MR imaging MIDL 2020
Knee Injury Detection using MRI with Efficiently-Layered Network (ELNet) MIDL 2020
Pegasus: Tolerating Skewed Workloads in Distributed Storage with In-Network Coherence Directories OSDI 2020
Write Dependency Disentanglement with HORAE OSDI 2020
Assise: Performance and Availability via Client-local NVM in a Distributed File System OSDI 2020