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Model Architecture

4,351 papers

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Papers

Learning Geometry-Disentangled Representation for Complementary Understanding of 3D Object Point Cloud AAAI 2021
Searching for Alignment in Face Recognition AAAI 2021
CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D Networks AAAI 2021
SPIN: Structure-Preserving Inner Offset Network for Scene Text Recognition AAAI 2021
BoW Pooling: A Plug-and-Play Unit for Feature Aggregation of Point Clouds AAAI 2021
Efficient License Plate Recognition via Holistic Position Attention AAAI 2021
Distribution Adaptive INT8 Quantization for Training CNNs AAAI 2021
Spatial-Temporal Fusion Graph Neural Networks for Traffic Flow Forecasting AAAI 2021
GraphMSE: Efficient Meta-path Selection in Semantically Aligned Feature Space for Graph Neural Networks AAAI 2021
Interpretable Clustering on Dynamic Graphs with Recurrent Graph Neural Networks AAAI 2021
Automated Model Design and Benchmarking of Deep Learning Models for COVID-19 Detection with Chest CT Scans AAAI 2021
Interpretable Actions: Controlling Experts with Understandable Commands AAAI 2021
Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural Networks AAAI 2021
Fast Training of Provably Robust Neural Networks by SingleProp AAAI 2021
THOR, Trace-based Hardware-driven Layer-Oriented Natural Gradient Descent Computation AAAI 2021
Fitting the Search Space of Weight-sharing NAS with Graph Convolutional Networks AAAI 2021
Deep Spiking Neural Network with Neural Oscillation and Spike-Phase Information AAAI 2021
HyDRA: Hypergradient Data Relevance Analysis for Interpreting Deep Neural Networks AAAI 2021
Collaborative Group Learning AAAI 2021
OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization AAAI 2021
Large Batch Optimization for Deep Learning Using New Complete Layer-Wise Adaptive Rate Scaling AAAI 2021
Linearly Replaceable Filters for Deep Network Channel Pruning AAAI 2021
A Recipe for Global Convergence Guarantee in Deep Neural Networks AAAI 2021
Asynchronous Optimization Methods for Efficient Training of Deep Neural Networks with Guarantees AAAI 2021
Post-training Quantization with Multiple Points: Mixed Precision without Mixed Precision AAAI 2021