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
'5
'10
'15
'20
'25
Papers (including subtopics)
Subgraph Federated Learning with Missing Neighbor Generation
NeurIPS 2021
Subgroup Generalization and Fairness of Graph Neural Networks
NeurIPS 2021
Subject Guided Eye Image Synthesis With Application to Gaze Redirection
WACV 2021
Subjective Evaluation of Noise Suppression Algorithms in Crowdsourcing
Interspeech 2021
Sub-Linear Memory: How to Make Performers SLiM
NeurIPS 2021
Sub-Seasonal Climate Forecasting via Machine Learning: Challenges, Analysis, and Advances
AAAI 2021
Subsequence Based Deep Active Learning for Named Entity Recognition
ACL 2021
Subsurface Pipes Detection Using DNN-Based Back Projection on GPR Data
WACV 2021
Subtitle Translation as Markup Translation
Interspeech 2021
Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis
AAAI 2021
Subverting Privacy-Preserving GANs: Hiding Secrets in Sanitized Images
AAAI 2021
Summarize-then-Answer: Generating Concise Explanations for Multi-hop Reading Comprehension
EMNLP 2021
Summary-Source Proposition-level Alignment: Task, Datasets and Supervised Baseline
CoNLL 2021
SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for Text Summarization
ACL 2021
SuperMix: Supervising the Mixing Data Augmentation
CVPR 2021
Super-Resolving Cross-Domain Face Miniatures by Peeking at One-Shot Exemplar
ICCV 2021
Supporting Complaints Investigation for Nursing and Midwifery Regulatory Agencies
ACL 2021
SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data
NeurIPS 2021
Sustainable Modular Debiasing of Language Models
EMNLP 2021
SWAD: Domain Generalization by Seeking Flat Minima
NeurIPS 2021
Swiss-Judgment-Prediction: A Multilingual Legal Judgment Prediction Benchmark
EMNLP 2021
SynFace: Face Recognition With Synthetic Data
ICCV 2021
SynthASR: Unlocking Synthetic Data for Speech Recognition
Interspeech 2021
Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering
EMNLP 2021
Synthetic Data Generation for Grammatical Error Correction with Tagged Corruption Models
EACL 2021