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Efficient Computing

6,876 papers

Papers per year

Papers

Dynamic Structure Pruning for Compressing CNNs AAAI 2023
Efficient Exploration in Resource-Restricted Reinforcement Learning AAAI 2023
HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks AAAI 2023
Federated Generative Model on Multi-Source Heterogeneous Data in IoT AAAI 2023
A Survey on Model Compression and Acceleration for Pretrained Language Models AAAI 2023
Fast and Accurate Binary Neural Networks Based on Depth-Width Reshaping AAAI 2023
Simple and Efficient Heterogeneous Graph Neural Network AAAI 2023
Lottery Pools: Winning More by Interpolating Tickets without Increasing Training or Inference Cost AAAI 2023
GOHSP: A Unified Framework of Graph and Optimization-Based Heterogeneous Structured Pruning for Vision Transformer AAAI 2023
Boosted Dynamic Neural Networks AAAI 2023
Compressing Transformers: Features Are Low-Rank, but Weights Are Not! AAAI 2023
Acceleration of Large Transformer Model Training by Sensitivity-Based Layer Dropping AAAI 2023
AutoGraph: Optimizing DNN Computation Graph for Parallel GPU Kernel Execution AAAI 2023
CowClip: Reducing CTR Prediction Model Training Time from 12 Hours to 10 Minutes on 1 GPU AAAI 2023
AC-Band: A Combinatorial Bandit-Based Approach to Algorithm Configuration AAAI 2023
Diffuser: Efficient Transformers with Multi-Hop Attention Diffusion for Long Sequences AAAI 2023
AMOM: Adaptive Masking over Masking for Conditional Masked Language Model AAAI 2023
Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction AAAI 2023
OpenMapFlow: A Library for Rapid Map Creation with Machine Learning and Remote Sensing Data AAAI 2023
Recent Developments in Data-Driven Algorithms for Discrete Optimization AAAI 2023
Efficient Training of Large-Scale Industrial Fault Diagnostic Models through Federated Opportunistic Block Dropout AAAI 2023
AHPA: Adaptive Horizontal Pod Autoscaling Systems on Alibaba Cloud Container Service for Kubernetes AAAI 2023
High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing Environments AAAI 2023
Lightweight Transformer for Multi-Modal Object Detection (Student Abstract) AAAI 2023
Exploring the Relative Value of Collaborative Optimisation Pathways (Student Abstract) AAAI 2023