Application Areas
34,437 papers (4 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Domain Adaptation (9,897)
Efficient Computing (8,226)
Data Augmentation (3,648)
Fairness (3,574)
Knowledge Distillation (3,219)
Privacy (3,022)
Domain Generalization (1,972)
Model Compression (1,736)
Risk Management (1,119)
Model Merging (592)
Recommender Systems (343)
Information Retrieval (249)
Text Classification (144)
Text Processing (2)
Papers per year
1
3
5
5
4
19
24
28
26
35
42
55
142
116
147
330
517
1,020
1,828
2,498
3,411
3,854
5,063
6,422
7,176
1,666
2000
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Papers (including subtopics)
Similarity-Preserving Knowledge Distillation
ICCV 2019
SimpleDet: A Simple and Versatile Distributed Framework for Object Detection and Instance Recognition
JMLR 2019
Simple, Scalable Adaptation for Neural Machine Translation
EMNLP 2019
Simplified Neural Unsupervised Domain Adaptation
NAACL 2019
Sim-Real Joint Reinforcement Transfer for 3D Indoor Navigation
CVPR 2019
Sim-To-Real via Sim-To-Sim: Data-Efficient Robotic Grasping via Randomized-To-Canonical Adaptation Networks
CVPR 2019
Simultaneously Optimizing Weight and Quantizer of Ternary Neural Network Using Truncated Gaussian Approximation
CVPR 2019
Simultaneous Private Learning of Multiple Concepts
JMLR 2019
SINAI-DL at SemEval-2019 Task 5: Recurrent networks and data augmentation by paraphrasing
SemEval 2019
Size-aware Sharding For Improving Tail Latencies in In-memory Key-value Stores
NSDI 2019
Sketching for Latent Dirichlet-Categorical Models
AISTATS 2019
Slalom: Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware
ICLR 2019
SlateQ: A Tractable Decomposition for Reinforcement Learning with Recommendation Sets
IJCAI 2019
Slice-based Learning: A Programming Model for Residual Learning in Critical Data Slices
NeurIPS 2019
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation
CVPR 2019
Slimmable Neural Networks
ICLR 2019
Slot Tagging for Task Oriented Spoken Language Understanding in Human-to-Human Conversation Scenarios
CoNLL 2019
Small and Practical BERT Models for Sequence Labeling
EMNLP 2019
SmokEng: Towards Fine-grained Classification of Tobacco-related Social Media Text
EMNLP 2019
Snapshot Distillation: Teacher-Student Optimization in One Generation
CVPR 2019
Social-IQ: A Question Answering Benchmark for Artificial Social Intelligence
CVPR 2019
Social Reinforcement Learning to Combat Fake News Spread
UAI 2019
Soft Contextual Data Augmentation for Neural Machine Translation
ACL 2019
Sound Privacy: A Conversational Speech Corpus for Quantifying the Experience of Privacy
Interspeech 2019
Space and Time Efficient Kernel Density Estimation in High Dimensions
NeurIPS 2019