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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

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Papers (including subtopics)

GP-NAS: Gaussian Process Based Neural Architecture Search CVPR 2020
SCATTER: Selective Context Attentional Scene Text Recognizer CVPR 2020
Unified Dynamic Convolutional Network for Super-Resolution With Variational Degradations CVPR 2020
Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks CVPR 2020
Satellite Image Time Series Classification With Pixel-Set Encoders and Temporal Self-Attention CVPR 2020
Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection CVPR 2020
Dynamic Refinement Network for Oriented and Densely Packed Object Detection CVPR 2020
What Deep CNNs Benefit From Global Covariance Pooling: An Optimization Perspective CVPR 2020
Texture and Shape Biased Two-Stream Networks for Clothing Classification and Attribute Recognition CVPR 2020
Context R-CNN: Long Term Temporal Context for Per-Camera Object Detection CVPR 2020
Pose-Guided Visible Part Matching for Occluded Person ReID CVPR 2020
Exemplar Normalization for Learning Deep Representation CVPR 2020
Towards Learning a Generic Agent for Vision-and-Language Navigation via Pre-Training CVPR 2020
Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually) EMNLP 2020
ETC: Encoding Long and Structured Inputs in Transformers EMNLP 2020
Pre-Training Transformers as Energy-Based Cloze Models EMNLP 2020
What Have We Achieved on Text Summarization? EMNLP 2020
Contrastive Distillation on Intermediate Representations for Language Model Compression EMNLP 2020
Accurate Word Alignment Induction from Neural Machine Translation EMNLP 2020
Iterative Refinement in the Continuous Space for Non-Autoregressive Neural Machine Translation EMNLP 2020
Coding Textual Inputs Boosts the Accuracy of Neural Networks EMNLP 2020
Pre-training Entity Relation Encoder with Intra-span and Inter-span Information EMNLP 2020
Cross Copy Network for Dialogue Generation EMNLP 2020
HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training EMNLP 2020
Uncertainty-Aware Label Refinement for Sequence Labeling EMNLP 2020