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Efficient Computing

6876 directly classified papers

Papers per year

Papers

Branch and Bound for Piecewise Linear Neural Network Verification JMLR 2020
Multi-way Encoding for Robustness WACV 2020
ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural Networks WACV 2020
QUICKSAL: A small and sparse visual saliency model for efficient inference in resource constrained hardware WACV 2020
Localizing Grouped Instances for Efficient Detection in Low-Resource Scenarios WACV 2020
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems ACL 2020
BENTO: A Visual Platform for Building Clinical NLP Pipelines Based on CodaLab ACL 2020
The Right Tool for the Job: Matching Model and Instance Complexities ACL 2020
FastBERT: a Self-distilling BERT with Adaptive Inference Time ACL 2020
High-dimensional quantile tensor regression JMLR 2020
The Error-Feedback framework: SGD with Delayed Gradients JMLR 2020
Apache Mahout: Machine Learning on Distributed Dataflow Systems JMLR 2020
ThunderGBM: Fast GBDTs and Random Forests on GPUs JMLR 2020
Sparse Projection Oblique Randomer Forests JMLR 2020
Boundary Extension Features for Width-Based Planning with Simulators on Continuous-State Domains IJCAI 2020
Optimal Policy for Deployment of Machine Learning Models on Energy-Bounded Systems IJCAI 2020
DeepWeave: Accelerating Job Completion Time with Deep Reinforcement Learning-based Coflow Scheduling IJCAI 2020
Beyond Network Pruning: a Joint Search-and-Training Approach IJCAI 2020
Fully Nested Neural Network for Adaptive Compression and Quantization IJCAI 2020
Efficient and Modularized Training on FPGA for Real-time Applications IJCAI 2020
Additive Tree-Structured Covariance Function for Conditional Parameter Spaces in Bayesian Optimization AISTATS 2020
ASAP: Architecture Search, Anneal and Prune AISTATS 2020
Ansor: Generating High-Performance Tensor Programs for Deep Learning OSDI 2020
A Tensor Compiler for Unified Machine Learning Prediction Serving OSDI 2020
Rammer: Enabling Holistic Deep Learning Compiler Optimizations with rTasks OSDI 2020