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Efficient Computing

6,876 papers

Papers per year

Papers

A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation ACL 2022
Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness ACL 2022
Modular and Parameter-Efficient Multimodal Fusion with Prompting ACL 2022
ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference ACL 2022
Attention Mechanism with Energy-Friendly Operations ACL 2022
A Holistic Assessment of the Carbon Footprint of Noor, a Very Large Arabic Language Model ACL 2022
TRUE: Re-evaluating Factual Consistency Evaluation ACL 2022
SubER - A Metric for Automatic Evaluation of Subtitle Quality ACL 2022
Efficient yet Competitive Speech Translation: FBK@IWSLT2022 ACL 2022
The AISP-SJTU Simultaneous Translation System for IWSLT 2022 ACL 2022
CUNI-KIT System for Simultaneous Speech Translation Task at IWSLT 2022 ACL 2022
NAIST Simultaneous Speech-to-Text Translation System for IWSLT 2022 ACL 2022
DACT-BERT: Differentiable Adaptive Computation Time for an Efficient BERT Inference ACL 2022
Knowledge Base Index Compression via Dimensionality and Precision Reduction ACL 2022
Predicting Attention Sparsity in Transformers ACL 2022
Hashing2Vec: Fast Embedding Generation for SARS-CoV-2 Spike Sequence Classification ACML 2022
Dynamic Forward and Backward Sparse Training (DFBST): Accelerated Deep Learning through Completely Sparse Training Schedule ACML 2022
A Novel Differentiable Mixed-Precision Quantization Search Framework for Alleviating the Matthew Effect and Improving Robustness ACML 2022
Deep Multi-Fidelity Active Learning of High-Dimensional Outputs AISTATS 2022
p-Generalized Probit Regression and Scalable Maximum Likelihood Estimation via Sketching and Coresets AISTATS 2022
An Information-Theoretic Justification for Model Pruning AISTATS 2022
Faster Unbalanced Optimal Transport: Translation invariant Sinkhorn and 1-D Frank-Wolfe AISTATS 2022
Communication-Compressed Adaptive Gradient Method for Distributed Nonconvex Optimization AISTATS 2022
Fast Fourier Transform Reductions for Bayesian Network Inference AISTATS 2022
Efficient Hyperparameter Tuning for Large Scale Kernel Ridge Regression AISTATS 2022