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Techniques

8,241 papers (36 classified directly here)

Subtopics

Model Architecture (4,354) Pretraining (2,483) Attention (1,111) Normalization (341) Attention Mechanism (150)

Papers per year

4
30
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Papers (including subtopics)

Multi-Task Zipping via Layer-wise Neuron Sharing NIPS 2018
On the Local Hessian in Back-propagation NIPS 2018
Can We Gain More from Orthogonality Regularizations in Training Deep Networks? NIPS 2018
Self-Erasing Network for Integral Object Attention NIPS 2018
Deep Attentive Tracking via Reciprocative Learning NIPS 2018
Searching for Efficient Multi-Scale Architectures for Dense Image Prediction NIPS 2018
Breaking the Activation Function Bottleneck through Adaptive Parameterization NIPS 2018
Efficient Neural Network Robustness Certification with General Activation Functions NIPS 2018
Virtual Class Enhanced Discriminative Embedding Learning NIPS 2018
Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks NIPS 2018
Towards Robust Detection of Adversarial Examples NIPS 2018
A^2-Nets: Double Attention Networks NIPS 2018
Kalman Normalization: Normalizing Internal Representations Across Network Layers NIPS 2018
Hierarchical Graph Representation Learning with Differentiable Pooling NIPS 2018
Removing the Feature Correlation Effect of Multiplicative Noise NIPS 2018
Scalable methods for 8-bit training of neural networks NIPS 2018
Learning Versatile Filters for Efficient Convolutional Neural Networks NIPS 2018
Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels NIPS 2018
Learning 6-DoF Grasping and Pick-Place Using Attention Focus CORL 2018
Ruminating Reader: Reasoning with Gated Multi-hop Attention ACL 2018
Syntax Helps ELMo Understand Semantics: Is Syntax Still Relevant in a Deep Neural Architecture for SRL? ACL 2018
Convolutional Attention Networks for Multimodal Emotion Recognition from Speech and Text Data ACL 2018
Low-rank passthrough neural networks ACL 2018
A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss ACL 2018
Using Intermediate Representations to Solve Math Word Problems ACL 2018