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Efficient Computing

6876 directly classified papers

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Papers

Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference CVPR 2020
Neuron-level Structured Pruning using Polarization Regularizer NIPS 2020
Improving Neural Network Training in Low Dimensional Random Bases NIPS 2020
Neurosymbolic Transformers for Multi-Agent Communication NIPS 2020
Directional Pruning of Deep Neural Networks NIPS 2020
Surfboard: Audio Feature Extraction for Modern Machine Learning INTERSPEECH 2020
A Sound Engineering Approach to Near End Listening Enhancement INTERSPEECH 2020
Automatic Assessment of Dysarthric Severity Level Using Audio-Video Cross-Modal Approach in Deep Learning INTERSPEECH 2020
SERIL: Noise Adaptive Speech Enhancement Using Regularization-Based Incremental Learning INTERSPEECH 2020
Exploration of Audio Quality Assessment and Anomaly Localisation Using Attention Models INTERSPEECH 2020
Asteroid: The PyTorch-Based Audio Source Separation Toolkit for Researchers INTERSPEECH 2020
WG-WaveNet: Real-Time High-Fidelity Speech Synthesis Without GPU INTERSPEECH 2020
Dynamic Submodular Maximization NIPS 2020
Coresets via Bilevel Optimization for Continual Learning and Streaming NIPS 2020
Small-Footprint Keyword Spotting with Multi-Scale Temporal Convolution INTERSPEECH 2020
MUXConv: Information Multiplexing in Convolutional Neural Networks CVPR 2020
Frugal neural reranking: evaluation on the Covid-19 literature EMNLP 2020
Modularized Transfomer-based Ranking Framework EMNLP 2020
Pruning Redundant Mappings in Transformer Models via Spectral-Normalized Identity Prior EMNLP 2020
High Performance Natural Language Processing EMNLP 2020
TernaryBERT: Distillation-aware Ultra-low Bit BERT EMNLP 2020
Analysis of Resource-efficient Predictive Models for Natural Language Processing EMNLP 2020
Rank and run-time aware compression of NLP Applications EMNLP 2020
Overview of the SustaiNLP 2020 Shared Task EMNLP 2020
Exploring the Boundaries of Low-Resource BERT Distillation EMNLP 2020