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)
Agree to Disagree: Adaptive Ensemble Knowledge Distillation in Gradient Space
NeurIPS 2020
Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis
CVPR 2020
A Group-Theoretic Framework for Data Augmentation
NeurIPS 2020
A Group-Theoretic Framework for Data Augmentation
JMLR 2020
A Hybrid HMM-Waveglow Based Text-to-Speech Synthesizer Using Histogram Equalization for Low Resource Indian Languages
Interspeech 2020
AI Explainability 360: An Extensible Toolkit for Understanding Data and Machine Learning Models
JMLR 2020
AIFM: High-Performance, Application-Integrated Far Memory
OSDI 2020
AILA: A Question Answering System in the Legal Domain
IJCAI 2020
AirNet: A Calibration Model for Low-Cost Air Monitoring Sensors Using Dual Sequence Encoder Networks
AAAI 2020
AI Trust in Business Processes: The Need for Process-Aware Explanations
AAAI 2020
A Joint Framework for Audio Tagging and Weakly Supervised Acoustic Event Detection Using DenseNet with Global Average Pooling
Interspeech 2020
A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Scientific Documents
COLING 2020
A Knowledge-Driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining
EMNLP 2020
A Knowledge Transfer Framework for Differentially Private Sparse Learning
AAAI 2020
ALBERT-BiLSTM for Sequential Metaphor Detection
ACL 2020
A Learning Strategy for Contrast-agnostic MRI Segmentation
MIDL 2020
AlexU-BackTranslation-TL at SemEval-2020 Task 12: Improving Offensive Language Detection Using Data Augmentation and Transfer Learning
SemEval 2020
Algorithmic Bias in Recidivism Prediction: A Causal Perspective (Student Abstract)
AAAI 2020
ALICE: Active Learning with Contrastive Natural Language Explanations
EMNLP 2020
AlignFlow: Cycle Consistent Learning from Multiple Domains via Normalizing Flows
AAAI 2020
A Linguistic Perspective on Reference: Choosing a Feature Set for Generating Referring Expressions in Context
COLING 2020
A Little Bit Is Worse Than None: Ranking with Limited Training Data
EMNLP 2020
A little goes a long way: Improving toxic language classification despite data scarcity
EMNLP 2020
Alleviate Dataset Shift Problem in Fine-grained Entity Typing with Virtual Adversarial Training
IJCAI 2020
Alleviating Privacy Attacks via Causal Learning
ICML 2020