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Neural Network Optimization

3648 directly classified papers

Papers per year

Papers

AtLoc: Attention Guided Camera Localization AAAI 2020
VECA: A Method for Detecting Overfitting in Neural Networks (Student Abstract) AAAI 2020
Learning Graph Convolutional Network for Skeleton-Based Human Action Recognition by Neural Searching AAAI 2020
SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection AAAI 2020
MaskGEC: Improving Neural Grammatical Error Correction via Dynamic Masking AAAI 2020
InstaNAS: Instance-Aware Neural Architecture Search AAAI 2020
HDK: Toward High-Performance Deep-Learning-Based Kirchhoff Analysis AAAI 2020
Accelerating Primal Solution Findings for Mixed Integer Programs Based on Solution Prediction AAAI 2020
Towards Better Forecasting by Fusing Near and Distant Future Visions AAAI 2020
Dynamical System Inspired Adaptive Time Stepping Controller for Residual Network Families AAAI 2020
Structured Sparsification of Gated Recurrent Neural Networks AAAI 2020
Dynamically Adjusting Transformer Batch Size by Monitoring Gradient Direction Change ACL 2020
Lipschitz Constrained Parameter Initialization for Deep Transformers ACL 2020
Improving Transformer Models by Reordering their Sublayers ACL 2020
Successfully Applying the Stabilized Lottery Ticket Hypothesis to the Transformer Architecture ACL 2020
DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference ACL 2020
When BERT Plays the Lottery, All Tickets Are Winning EMNLP 2020
Zero-shot Entity Linking with Efficient Long Range Sequence Modeling EMNLP 2020
Regularization of Distinct Strategies for Unsupervised Question Generation EMNLP 2020
Why and when should you pool? Analyzing Pooling in Recurrent Architectures EMNLP 2020
Dissecting Lottery Ticket Transformers: Structural and Behavioral Study of Sparse Neural Machine Translation EMNLP 2020
The EOS Decision and Length Extrapolation EMNLP 2020
Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent Structure Learning EMNLP 2020
NUIG: Multitasking Self-attention based approach to SigTyp 2020 Shared Task EMNLP 2020
Going Deeper With Lean Point Networks CVPR 2020