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Efficient Computing

6,876 papers

Papers per year

Papers

You Only Sample (Almost) Once: Linear Cost Self-Attention Via Bernoulli Sampling ICML 2021
Efficient Lottery Ticket Finding: Less Data is More ICML 2021
Differentiable Dynamic Quantization with Mixed Precision and Adaptive Resolution ICML 2021
Matrix Sketching for Secure Collaborative Machine Learning ICML 2021
Dataset Condensation with Differentiable Siamese Augmentation ICML 2021
Learning with Generated Teammates to Achieve Type-Free Ad-Hoc Teamwork IJCAI 2021
Point-based Acoustic Scattering for Interactive Sound Propagation via Surface Encoding IJCAI 2021
Detecting Deepfake Videos with Temporal Dropout 3DCNN IJCAI 2021
Rescuing Deep Hashing from Dead Bits Problem IJCAI 2021
DACBench: A Benchmark Library for Dynamic Algorithm Configuration IJCAI 2021
Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural Networks IJCAI 2021
BOBCAT: Bilevel Optimization-Based Computerized Adaptive Testing IJCAI 2021
Enabling Retrain-free Deep Neural Network Pruning Using Surrogate Lagrangian Relaxation IJCAI 2021
Accelerating Neural Architecture Search via Proxy Data IJCAI 2021
Neural Architecture Search of SPD Manifold Networks IJCAI 2021
Decomposable-Net: Scalable Low-Rank Compression for Neural Networks IJCAI 2021
Blocking-based Neighbor Sampling for Large-scale Graph Neural Networks IJCAI 2021
Parallel Subtrajectory Alignment over Massive-Scale Trajectory Data IJCAI 2021
Incorporating Queueing Dynamics into Schedule-Driven Traffic Control IJCAI 2021
Hardware-Aware Neural Architecture Search: Survey and Taxonomy IJCAI 2021
Challenges and Opportunities of Building Fast GBDT Systems IJCAI 2021
Deep Learning for Click-Through Rate Estimation IJCAI 2021
Hardware-friendly Deep Learning by Network Quantization and Binarization IJCAI 2021
A Compression-Compilation Framework for On-mobile Real-time BERT Applications IJCAI 2021
VisioRed: A Visualisation Tool for Interpretable Predictive Maintenance IJCAI 2021