conftrace_

computational efficiency

362 papers

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Co-occurring keywords

model compression (3302) efficient computing (781) large language model (13587) neural network optimization (1293) convolutional neural network (4226) neural network (6616) attention mechanism (4001) vision transformer (1106) transformer architecture (1560) model architecture (324)

Papers

Online (Multinomial) Logistic Bandit: Improved Regret and Constant Computation Cost NIPS 2023
Oracle-Efficient Online Learning for Smoothed Adversaries NIPS 2022
Jointly Efficient and Optimal Algorithms for Logistic Bandits AISTATS 2022
Efficient Kernelized UCB for Contextual Bandits AISTATS 2022
Survey on Graph Neural Network Acceleration: An Algorithmic Perspective IJCAI 2022
Fast and Reliable Evaluation of Adversarial Robustness with Minimum-Margin Attack ICML 2022
Embedding Recurrent Layers with Dual-Path Strategy in a Variant of Convolutional Network for Speaker-Independent Speech Separation INTERSPEECH 2022
Exploiting Redundancy: Separable Group Convolutional Networks on Lie Groups ICML 2022
Mask More and Mask Later: Efficient Pre-training of Masked Language Models by Disentangling the [MASK] Token EMNLP 2022
Model Cascading: Towards Jointly Improving Efficiency and Accuracy of NLP Systems EMNLP 2022
TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection EMNLP 2022
AdaFocus V2: End-to-End Training of Spatial Dynamic Networks for Video Recognition CVPR 2022
Theoretically Provable Spiking Neural Networks NIPS 2022
TREC: Transient Redundancy Elimination-based Convolution NIPS 2022
Fast Vision Transformers with HiLo Attention NIPS 2022
Look More but Care Less in Video Recognition NIPS 2022
Statistical Optimality and Computational Efficiency of Nystrom Kernel PCA JMLR 2022
Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation WACV 2022
Taylor-Lagrange Neural Ordinary Differential Equations: Toward Fast Training and Evaluation of Neural ODEs IJCAI 2022
Efficient Transformer-based Speech Enhancement Using Long Frames and STFT Magnitudes INTERSPEECH 2022
Fast Monte-Carlo Approximation of the Attention Mechanism AAAI 2022
Optimization for Classical Machine Learning Problems on the GPU AAAI 2022
Efficient Classification of Long Documents Using Transformers ACL 2022
A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation ACL 2022
Characterizing the Efficiency vs. Accuracy Trade-off for Long-Context NLP Models ACL 2022