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Optimization

14,207 papers

Papers per year

Papers

Missing Slice Recovery for Tensors Using a Low-Rank Model in Embedded Space CVPR 2018
A PID Controller Approach for Stochastic Optimization of Deep Networks CVPR 2018
“Learning-Compression” Algorithms for Neural Net Pruning CVPR 2018
Learning Transferable Architectures for Scalable Image Recognition CVPR 2018
SBNet: Sparse Blocks Network for Fast Inference CVPR 2018
A Neural Multi-Sequence Alignment TeCHnique (NeuMATCH) CVPR 2018
Boosting Adversarial Attacks With Momentum CVPR 2018
NISP: Pruning Networks Using Neuron Importance Score Propagation CVPR 2018
Wide Compression: Tensor Ring Nets CVPR 2018
Learning Compact Recurrent Neural Networks With Block-Term Tensor Decomposition CVPR 2018
Explicit Loss-Error-Aware Quantization for Low-Bit Deep Neural Networks CVPR 2018
Textual Analogy Parsing: What’s Shared and What’s Compared among Analogous Facts EMNLP 2018
Game-Based Video-Context Dialogue EMNLP 2018
A Stable and Effective Learning Strategy for Trainable Greedy Decoding EMNLP 2018
Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation EMNLP 2018
Adaptive Multi-pass Decoder for Neural Machine Translation EMNLP 2018
Cut to the Chase: A Context Zoom-in Network for Reading Comprehension EMNLP 2018
Surprisingly Easy Hard-Attention for Sequence to Sequence Learning EMNLP 2018
A Graph-theoretic Summary Evaluation for ROUGE EMNLP 2018
Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement EMNLP 2018
Dynamic Oracles for Top-Down and In-Order Shift-Reduce Constituent Parsing EMNLP 2018
SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications EMNLP 2018
Gromov-Wasserstein Alignment of Word Embedding Spaces EMNLP 2018
Extracting Entities and Relations with Joint Minimum Risk Training EMNLP 2018
Free as in Free Word Order: An Energy Based Model for Word Segmentation and Morphological Tagging in Sanskrit EMNLP 2018