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)
Contrastive Model Invertion for Data-Free Knolwedge Distillation
IJCAI 2021
Contrastive Syn-to-Real Generalization
ICLR 2021
Controllable and Progressive Image Extrapolation
WACV 2021
Controllable Guarantees for Fair Outcomes via Contrastive Information Estimation
AAAI 2021
Controllable Text Simplification with Explicit Paraphrasing
NAACL 2021
Controlling Fairness and Bias in Dynamic Learning-to-Rank (Extended Abstract)
IJCAI 2021
Controlling the Rain: From Removal to Rendering
CVPR 2021
Conversion of Airborne to Bone-Conducted Speech with Deep Neural Networks
Interspeech 2021
Convolutional Neural Network Pruning With Structural Redundancy Reduction
CVPR 2021
Cooperative SGD: A Unified Framework for the Design and Analysis of Local-Update SGD Algorithms
JMLR 2021
Coordinate Attention for Efficient Mobile Network Design
CVPR 2021
CoPHE: A Count-Preserving Hierarchical Evaluation Metric in Large-Scale Multi-Label Text Classification
EMNLP 2021
CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction
ACL 2021
Correcting Automated and Manual Speech Transcription Errors Using Warped Language Models
Interspeech 2021
Correcting Exposure Bias for Link Recommendation
ICML 2021
Corruption Robust Active Learning
NeurIPS 2021
Cost-effective Deployment of BERT Models in Serverless Environment
NAACL 2021
Cost-effective End-to-end Information Extraction for Semi-structured Document Images
EMNLP 2021
Counterfactual Data Augmentation for Neural Machine Translation
NAACL 2021
Counterfactual Explanations Can Be Manipulated
NeurIPS 2021
Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder
AAAI 2021
Counterfactual Generative Networks
ICLR 2021
Counterfactual Inference for Text Classification Debiasing
ACL 2021
Counterfactual Invariance to Spurious Correlations in Text Classification
NeurIPS 2021
Counterfactual Matters: Intrinsic Probing For Dialogue State Tracking
EMNLP 2021