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)
A kernel two-sample test with selection bias
UAI 2021
ALEM at CASE 2021 Task 1: Multilingual Text Classification on News Articles
ACL 2021
Alexa, Google, Siri: What are Your Pronouns? Gender and Anthropomorphism in the Design and Perception of Conversational Assistants
ACL 2021
Algorithms for Fairness in Sequential Decision Making
AISTATS 2021
Alibi Explain: Algorithms for Explaining Machine Learning Models
JMLR 2021
A Lightweight Framework for Online Voice Activity Detection in the Wild
Interspeech 2021
Aligned Structured Sparsity Learning for Efficient Image Super-Resolution
NeurIPS 2021
Aligning Artificial Neural Networks and Ontologies towards Explainable AI
AAAI 2021
Aligning Silhouette Topology for Self-Adaptive 3D Human Pose Recovery
NeurIPS 2021
Alignment verification to improve NMT translation towards highly inflectional languages with limited resources
EACL 2021
A Linearly Convergent Algorithm for Decentralized Optimization: Sending Less Bits for Free!
AISTATS 2021
A Little Robustness Goes a Long Way: Leveraging Robust Features for Targeted Transfer Attacks
NeurIPS 2021
All of the Fairness for Edge Prediction with Optimal Transport
AISTATS 2021
All That’s ‘Human’ Is Not Gold: Evaluating Human Evaluation of Generated Text
ACL 2021
Almost Envy-Freeness for Groups: Improved Bounds via Discrepancy Theory
IJCAI 2021
AlphaMatch: Improving Consistency for Semi-Supervised Learning With Alpha-Divergence
CVPR 2021
AlphaNet: Improved Training of Supernets with Alpha-Divergence
ICML 2021
ALP-KD: Attention-Based Layer Projection for Knowledge Distillation
AAAI 2021
Alternating Direction Method of Multipliers for Quantization
AISTATS 2021
Alternative Microfoundations for Strategic Classification
ICML 2021
Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning
ICCV 2021
AMA-GCN: Adaptive Multi-layer Aggregation Graph Convolutional Network for Disease Prediction
IJCAI 2021
Amalgamating Knowledge From Heterogeneous Graph Neural Networks
CVPR 2021
A Market-Inspired Bidding Scheme for Peer Review Paper Assignment
AAAI 2021
Amata: An Annealing Mechanism for Adversarial Training Acceleration
AAAI 2021