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Efficient Computing

6,876 papers

Papers per year

Papers

PASS: Patch Automatic Skip Scheme for Efficient Real-Time Video Perception on Edge Devices AAAI 2023
Predict+Optimize for Packing and Covering LPs with Unknown Parameters in Constraints AAAI 2023
Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding AAAI 2023
Learned Distributed Image Compression with Multi-Scale Patch Matching in Feature Domain AAAI 2023
Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction AAAI 2023
FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction AAAI 2023
SCI: A Spectrum Concentrated Implicit Neural Compression for Biomedical Data AAAI 2023
Query-Aware Quantization for Maximum Inner Product Search AAAI 2023
Efficient Distributed Inference of Deep Neural Networks via Restructuring and Pruning AAAI 2023
Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Conservative Natural Policy Gradient Primal-Dual Algorithm AAAI 2023
CF-ViT: A General Coarse-to-Fine Method for Vision Transformer AAAI 2023
MobileTL: On-Device Transfer Learning with Inverted Residual Blocks AAAI 2023
NAS-LID: Efficient Neural Architecture Search with Local Intrinsic Dimension AAAI 2023
Safeguarded Learned Convex Optimization AAAI 2023
Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training AAAI 2023
Bespoke: A Block-Level Neural Network Optimization Framework for Low-Cost Deployment AAAI 2023
Layer-Wise Adaptive Model Aggregation for Scalable Federated Learning AAAI 2023
Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks AAAI 2023
Predictive Exit: Prediction of Fine-Grained Early Exits for Computation- and Energy-Efficient Inference AAAI 2023
Towards Inference Efficient Deep Ensemble Learning AAAI 2023
A Coreset Learning Reality Check AAAI 2023
PINAT: A Permutation INvariance Augmented Transformer for NAS Predictor AAAI 2023
Boundary Graph Neural Networks for 3D Simulations AAAI 2023
AIO-P: Expanding Neural Performance Predictors beyond Image Classification AAAI 2023
Balanced Column-Wise Block Pruning for Maximizing GPU Parallelism AAAI 2023