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Neural Network Optimization

3648 directly classified papers

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Papers

Siamese Box Adaptive Network for Visual Tracking CVPR 2020
Projection & Probability-Driven Black-Box Attack CVPR 2020
Understanding and Exploring the Network with Stochastic Architectures NIPS 2020
Displacement-Invariant Matching Cost Learning for Accurate Optical Flow Estimation NIPS 2020
Inefficiency of K-FAC for Large Batch Size Training AAAI 2020
CSPN++: Learning Context and Resource Aware Convolutional Spatial Propagation Networks for Depth Completion AAAI 2020
What Makes Training Multi-Modal Classification Networks Hard? CVPR 2020
MnasFPN: Learning Latency-Aware Pyramid Architecture for Object Detection on Mobile Devices CVPR 2020
Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection CVPR 2020
Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks CVPR 2020
Orthogonal Convolutional Neural Networks CVPR 2020
DSNAS: Direct Neural Architecture Search Without Parameter Retraining CVPR 2020
Learning Dynamic Routing for Semantic Segmentation CVPR 2020
Controllable Orthogonalization in Training DNNs CVPR 2020
Energy-based Neural Modelling for Large-Scale Multiple Domain Dialogue State Tracking EMNLP 2020
An Empirical Investigation of Beam-Aware Training in Supertagging EMNLP 2020
MODE-LSTM: A Parameter-efficient Recurrent Network with Multi-Scale for Sentence Classification EMNLP 2020
On the Sub-layer Functionalities of Transformer Decoder EMNLP 2020
Shallow-to-Deep Training for Neural Machine Translation EMNLP 2020
Streaming Batch Gradient Tracking for Neural Network Training (Student Abstract) AAAI 2020
Search Tree Pruning for Progressive Neural Architecture Search (Student Abstract) AAAI 2020
Understanding the Disharmony between Weight Normalization Family and Weight Decay AAAI 2020
SPAN: A Stochastic Projected Approximate Newton Method AAAI 2020
Towards Stream Translation: Adaptive Computation Time for Simultaneous Machine Translation ACL 2020
Extracting Chemical-Protein Interactions via Calibrated Deep Neural Network and Self-training EMNLP 2020