Deep Learning
78,198 papers (26 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
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5
1
2
47
50
53
51
87
90
125
229
234
453
859
1,652
3,233
5,368
6,434
7,726
8,506
9,951
12,524
14,487
6,029
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Papers (including subtopics)
Feed-forward Neural Networks with Trainable Delay
L4DC 2020
FELIX: Flexible Text Editing Through Tagging and Insertion
EMNLP 2020
Fenchel Lifted Networks: A Lagrange Relaxation of Neural Network Training
AISTATS 2020
FERNet: Fine-grained Extraction and Reasoning Network for Emotion Recognition in Dialogues
AACL 2020
FetchSGD: Communication-Efficient Federated Learning with Sketching
ICML 2020
FET-GAN: Font and Effect Transfer via K-shot Adaptive Instance Normalization
AAAI 2020
Few-Cost Salient Object Detection with Adversarial-Paced Learning
NeurIPS 2020
Fewer is More: A Deep Graph Metric Learning Perspective Using Fewer Proxies
NeurIPS 2020
Few Sample Knowledge Distillation for Efficient Network Compression
CVPR 2020
Few-Shot Class-Incremental Learning
CVPR 2020
Few-shot Image Generation with Elastic Weight Consolidation
NeurIPS 2020
Few-Shot Knowledge Graph Completion
AAAI 2020
Few-Shot Learning for Opinion Summarization
EMNLP 2020
Few-Shot Learning of Part-Specific Probability Space for 3D Shape Segmentation
CVPR 2020
Few-Shot Learning of Video Action Recognition Only Based on Video Contents
WACV 2020
FEW-SHOT LEARNING ON GRAPHS VIA SUPER-CLASSES BASED ON GRAPH SPECTRAL MEASURES
ICLR 2020
Few-Shot Learning via Embedding Adaptation With Set-to-Set Functions
CVPR 2020
Few-Shot Multi-Hop Relation Reasoning over Knowledge Bases
EMNLP 2020
Few-shot Natural Language Generation for Task-Oriented Dialog
EMNLP 2020
Few Shot Network Compression via Cross Distillation
AAAI 2020
Few-Shot NLG with Pre-Trained Language Model
ACL 2020
Few-Shot Pill Recognition
CVPR 2020
Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network
ACL 2020
Few-Shot Text Classification with Edge-Labeling Graph Neural Network-Based Prototypical Network
COLING 2020
Few-Shot Video Classification via Temporal Alignment
CVPR 2020