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Efficient Computing

6876 directly classified papers

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Papers

Divide and Conquer: Leveraging Intermediate Feature Representations for Quantized Training of Neural Networks ICML 2020
Inducing and Exploiting Activation Sparsity for Fast Inference on Deep Neural Networks ICML 2020
Boosting Deep Neural Network Efficiency with Dual-Module Inference ICML 2020
Multi-Precision Policy Enforced Training (MuPPET) : A Precision-Switching Strategy for Quantised Fixed-Point Training of CNNs ICML 2020
Optimizer Benchmarking Needs to Account for Hyperparameter Tuning ICML 2020
Towards Accurate Post-training Network Quantization via Bit-Split and Stitching ICML 2020
Cost-Effective Interactive Attention Learning with Neural Attention Processes ICML 2020
Differentiable Product Quantization for End-to-End Embedding Compression ICML 2020
PoWER-BERT: Accelerating BERT Inference via Progressive Word-vector Elimination ICML 2020
Train Big, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers ICML 2020
AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks ICML 2020
ECLIPSE: An Extreme-Scale Linear Program Solver for Web-Applications ICML 2020
Accelerating Large-Scale Inference with Anisotropic Vector Quantization ICML 2020
GestureDet: Real-time Student Gesture Analysis with Multi-dimensional Attention-based Detector IJCAI 2020
Towards Real-Time DNN Inference on Mobile Platforms with Model Pruning and Compiler Optimization IJCAI 2020
Learning Sensitivity of RCPSP by Analyzing the Search Process IJCAI 2020
SEBF: A Single-Chain based Extension Model of Blockchain for Fintech IJCAI 2020
Split to Be Slim: An Overlooked Redundancy in Vanilla Convolution IJCAI 2020
Faster, Simpler and More Accurate Hybrid ASR Systems Using Wordpieces INTERSPEECH 2020
Self-Attention Encoding and Pooling for Speaker Recognition INTERSPEECH 2020
Smart Tube: A Biofeedback System for Vocal Training and Therapy Through Tube Phonation INTERSPEECH 2020
Sketching Transformed Matrices with Applications to Natural Language Processing AISTATS 2020
Enabling Programmable Transport Protocols in High-Speed NICs NSDI 2020
AutoSpeech 2020: The Second Automated Machine Learning Challenge for Speech Classification INTERSPEECH 2020
Streaming Keyword Spotting on Mobile Devices INTERSPEECH 2020