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Efficient Computing

6,898 papers

Papers per year

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Papers

Overview of the SustaiNLP 2020 Shared Task EMNLP 2020
Lite Training Strategies for Portuguese-English and English-Portuguese Translation EMNLP 2020
Score Combination for Improved Parallel Corpus Filtering for Low Resource Conditions EMNLP 2020
Customizing ML Predictions for Online Algorithms ICML 2020
ECLIPSE: An Extreme-Scale Linear Program Solver for Web-Applications ICML 2020
Online Learned Continual Compression with Adaptive Quantization Modules ICML 2020
Retro*: Learning Retrosynthetic Planning with Neural Guided A* Search ICML 2020
Differentiable Product Quantization for End-to-End Embedding Compression ICML 2020
On Efficient Constructions of Checkpoints ICML 2020
Divide and Conquer: Leveraging Intermediate Feature Representations for Quantized Training of Neural Networks ICML 2020
Rigging the Lottery: Making All Tickets Winners ICML 2020
Why Are Learned Indexes So Effective? ICML 2020
How to Train Your Neural ODE: the World of Jacobian and Kinetic Regularization ICML 2020
AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks ICML 2020
Don’t Waste Your Bits! Squeeze Activations and Gradients for Deep Neural Networks via TinyScript ICML 2020
PoWER-BERT: Accelerating BERT Inference via Progressive Word-vector Elimination ICML 2020
Accelerating Large-Scale Inference with Anisotropic Vector Quantization ICML 2020
FedBoost: A Communication-Efficient Algorithm for Federated Learning ICML 2020
Cost-Effective Interactive Attention Learning with Neural Attention Processes ICML 2020
Evaluating the Performance of Reinforcement Learning Algorithms ICML 2020
Operation-Aware Soft Channel Pruning using Differentiable Masks ICML 2020
Inducing and Exploiting Activation Sparsity for Fast Inference on Deep Neural Networks ICML 2020
PENNI: Pruned Kernel Sharing for Efficient CNN Inference ICML 2020
Train Big, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers ICML 2020
Adaptive Droplet Routing in Digital Microfluidic Biochips Using Deep Reinforcement Learning ICML 2020