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)
CAPE: Context-Aware Private Embeddings for Private Language Learning
EMNLP 2021
CapsuleRRT: Relationships-Aware Regression Tracking via Capsules
CVPR 2021
Caption Enriched Samples for Improving Hateful Memes Detection
EMNLP 2021
CARTL: Cooperative Adversarially-Robust Transfer Learning
ICML 2021
Cartography Active Learning
EMNLP 2021
CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade
EMNLP 2021
Cascaded Multilingual Audio-Visual Learning from Videos
Interspeech 2021
Case Study: Deontological Ethics in NLP
NAACL 2021
Catch Me if I Can: Detecting Strategic Behaviour in Peer Assessment
AAAI 2021
CAT: Compression-Aware Training for bandwidth reduction
JMLR 2021
CATE: Computation-aware Neural Architecture Encoding with Transformers
ICML 2021
Category Dictionary Guided Unsupervised Domain Adaptation for Object Detection
AAAI 2021
Causal Attention for Vision-Language Tasks
CVPR 2021
Causal Augmentation for Causal Sentence Classification
EMNLP 2021
Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP
EMNLP 2021
Causal Effects of Linguistic Properties
NAACL 2021
Causality-aware counterfactual confounding adjustment as an alternative to linear residualization in anticausal prediction tasks based on linear learners
ICML 2021
Causal Learning for Socially Responsible AI
IJCAI 2021
CCT-Net: Category-Invariant Cross-Domain Transfer for Medical Single-to-Multiple Disease Diagnosis
ICCV 2021
CDFI: Compression-Driven Network Design for Frame Interpolation
CVPR 2021
CDS: Cross-Domain Self-Supervised Pre-Training
ICCV 2021
CentripetalText: An Efficient Text Instance Representation for Scene Text Detection
NeurIPS 2021
Certified Robustness to Word Substitution Attack with Differential Privacy
NAACL 2021
Certifying Robustness to Programmable Data Bias in Decision Trees
NeurIPS 2021
Certify or Predict: Boosting Certified Robustness with Compositional Architectures
ICLR 2021