conftrace_
← Application Areas
Machine Learning › Application Areas ›

Efficient Computing

6,876 papers

Papers per year

Papers

A Mixed-Precision Quantization Method without Accuracy Degradation Using Semilayers ACML 2023
Multi-behavior Session-based Recommendation via Graph Reinforcement Learning ACML 2023
A Simple and General Binarization Method for Image Restoration Neural Networks ACML 2023
Can Infinitely Wide Deep Nets Help Small-data Multi-label Learning? ACML 2023
GWQ: Group-Wise Quantization Framework for Neural Networks ACML 2023
Training a General Spiking Neural Network with Improved Efficiency and Minimum Latency ACML 2023
An Online and Unified Algorithm for Projection Matrix Vector Multiplication with Application to Empirical Risk Minimization AISTATS 2023
A Tale of Two Efficient Value Iteration Algorithms for Solving Linear MDPs with Large Action Space AISTATS 2023
BlitzMask: Real-Time Instance Segmentation Approach for Mobile Devices AISTATS 2023
Deep Neural Networks with Efficient Guaranteed Invariances AISTATS 2023
MARS: Masked Automatic Ranks Selection in Tensor Decompositions AISTATS 2023
LOFT: Finding Lottery Tickets through Filter-wise Training AISTATS 2023
Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout AISTATS 2023
ForestPrune: Compact Depth-Pruned Tree Ensembles AISTATS 2023
Automatic Attention Pruning: Improving and Automating Model Pruning using Attentions AISTATS 2023
Accelerated and Sparse Algorithms for Approximate Personalized PageRank and Beyond COLT 2023
Fast, Sample-Efficient, Affine-Invariant Private Mean and Covariance Estimation for Subgaussian Distributions COLT 2023
Exploring Transformers as Compact, Data-efficient Language Models CONLL 2023
Frame Flexible Network CVPR 2023
Minimizing the Accumulated Trajectory Error To Improve Dataset Distillation CVPR 2023
EcoTTA: Memory-Efficient Continual Test-Time Adaptation via Self-Distilled Regularization CVPR 2023
Castling-ViT: Compressing Self-Attention via Switching Towards Linear-Angular Attention at Vision Transformer Inference CVPR 2023
X-Pruner: eXplainable Pruning for Vision Transformers CVPR 2023
A Light Weight Model for Active Speaker Detection CVPR 2023
Towards Scalable Neural Representation for Diverse Videos CVPR 2023