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Efficient Computing

6,876 papers

Papers per year

Papers

Bitwidth Heterogeneous Federated Learning with Progressive Weight Dequantization ICML 2022
ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks ICML 2022
Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning ICML 2022
The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks ICML 2022
GraphFM: Improving Large-Scale GNN Training via Feature Momentum ICML 2022
Multi Resolution Analysis (MRA) for Approximate Self-Attention ICML 2022
Collaboration of Experts: Achieving 80% Top-1 Accuracy on ImageNet with 100M FLOPs ICML 2022
PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance ICML 2022
Ripple Attention for Visual Perception with Sub-quadratic Complexity ICML 2022
VLUE: A Multi-Task Multi-Dimension Benchmark for Evaluating Vision-Language Pre-training ICML 2022
Fast and Fine-grained Autoscaler for Streaming Jobs with Reinforcement Learning IJCAI 2022
Robust Single Image Dehazing Based on Consistent and Contrast-Assisted Reconstruction IJCAI 2022
SVTR: Scene Text Recognition with a Single Visual Model IJCAI 2022
D-DPCC: Deep Dynamic Point Cloud Compression via 3D Motion Prediction IJCAI 2022
Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer IJCAI 2022
Online Hybrid Lightweight Representations Learning: Its Application to Visual Tracking IJCAI 2022
FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer IJCAI 2022
A Decoder-free Transformer-like Architecture for High-efficiency Single Image Deraining IJCAI 2022
To Fold or Not to Fold: a Necessary and Sufficient Condition on Batch-Normalization Layers Folding IJCAI 2022
Doubly Sparse Asynchronous Learning for Stochastic Composite Optimization IJCAI 2022
Discrete Listwise Personalized Ranking for Fast Top-N Recommendation with Implicit Feedback IJCAI 2022
Spiking Graph Convolutional Networks IJCAI 2022
Multi-Level Firing with Spiking DS-ResNet: Enabling Better and Deeper Directly-Trained Spiking Neural Networks IJCAI 2022
Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning IJCAI 2022
FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server IJCAI 2022