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)
State-Augmentation Transformations for Risk-Sensitive Reinforcement Learning
AAAI 2019
State-of-the-Art Speaker Recognition for Telephone and Video Speech: The JHU-MIT Submission for NIST SRE18
Interspeech 2019
State-Reification Networks: Improving Generalization by Modeling the Distribution of Hidden Representations
ICML 2019
Static Automatic Batching In TensorFlow
ICML 2019
Statistical Learning with a Nuisance Component
COLT 2019
Statistical Optimal Transport via Factored Couplings
AISTATS 2019
Strategyproof and Approximately Maxmin Fair Share Allocation of Chores
IJCAI 2019
Strike (With) a Pose: Neural Networks Are Easily Fooled by Strange Poses of Familiar Objects
CVPR 2019
Striking the Right Balance With Uncertainty
CVPR 2019
Strong-Weak Distribution Alignment for Adaptive Object Detection
CVPR 2019
Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation
CVPR 2019
Structured Knowledge Distillation for Semantic Segmentation
CVPR 2019
Structured Pruning of Neural Networks With Budget-Aware Regularization
CVPR 2019
Student Becoming the Master: Knowledge Amalgamation for Joint Scene Parsing, Depth Estimation, and More
CVPR 2019
STUFIIT at SemEval-2019 Task 5: Multilingual Hate Speech Detection on Twitter with MUSE and ELMo Embeddings
SemEval 2019
Style Transfer for Texts: Retrain, Report Errors, Compare with Rewrites
EMNLP 2019
Sub-Band Convolutional Neural Networks for Small-Footprint Spoken Term Classification
Interspeech 2019
Subjective Evaluation of Communicative Effort for Younger and Older Adults in Interactive Tasks with Energetic and Informational Masking
Interspeech 2019
Sublinear Space Private Algorithms Under the Sliding Window Model
ICML 2019
Submodular Optimization-based Diverse Paraphrasing and its Effectiveness in Data Augmentation
NAACL 2019
Subsampled Renyi Differential Privacy and Analytical Moments Accountant
AISTATS 2019
Subspace Detours: Building Transport Plans that are Optimal on Subspace Projections
NeurIPS 2019
Subspace Pooling Based Temporal Features Extraction for Audio Event Recognition
Interspeech 2019
Suicide Risk Assessment with Multi-level Dual-Context Language and BERT
NAACL 2019
Summary Level Training of Sentence Rewriting for Abstractive Summarization
EMNLP 2019