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)
Individual Fairness in Hindsight
JMLR 2021
Individual Fairness in Kidney Exchange Programs
AAAI 2021
Individually Fair Gradient Boosting
ICLR 2021
Individually Fair Rankings
ICLR 2021
Individual Privacy Accounting via a Rényi Filter
NeurIPS 2021
Inductive Graph Neural Networks for Spatiotemporal Kriging
AAAI 2021
Industry Scale Semi-Supervised Learning for Natural Language Understanding
NAACL 2021
In Factuality: Efficient Integration of Relevant Facts for Visual Question Answering
ACL 2021
Inflate and Shrink:Enriching and Reducing Interactions for Fast Text-Image Retrieval
EMNLP 2021
Influence Estimation for Generative Adversarial Networks
ICLR 2021
InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective
ICLR 2021
Information Obfuscation of Graph Neural Networks
ICML 2021
Information-Theoretic Regularization for Multi-Source Domain Adaptation
ICCV 2021
Informative and Consistent Correspondence Mining for Cross-Domain Weakly Supervised Object Detection
CVPR 2021
Informative and Controllable Opinion Summarization
EACL 2021
Infusing Multi-Source Knowledge with Heterogeneous Graph Neural Network for Emotional Conversation Generation
AAAI 2021
Initialization and Regularization of Factorized Neural Layers
ICLR 2021
Input Augmentation Improves Constrained Beam Search for Neural Machine Translation: NTT at WAT 2021
ACL 2021
In Search of Lost Domain Generalization
ICLR 2021
Instance-Conditional Knowledge Distillation for Object Detection
NeurIPS 2021
Instance Level Affinity-Based Transfer for Unsupervised Domain Adaptation
CVPR 2021
Instance-Level Image Retrieval Using Reranking Transformers
ICCV 2021
Instance-optimal Mean Estimation Under Differential Privacy
NeurIPS 2021
Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding
ACL 2021
Instant-Teaching: An End-to-End Semi-Supervised Object Detection Framework
CVPR 2021