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)
Differential Privacy Dynamics of Langevin Diffusion and Noisy Gradient Descent
NeurIPS 2021
Differential Privacy Over Riemannian Manifolds
NeurIPS 2021
Different Strokes for Different Folks: Investigating Appropriate Further Pre-training Approaches for Diverse Dialogue Tasks
EMNLP 2021
Difficulty-Aware Machine Translation Evaluation
ACL 2021
DILBERT: Customized Pre-Training for Domain Adaptation with Category Shift, with an Application to Aspect Extraction
EMNLP 2021
Direct Differentiable Augmentation Search
ICCV 2021
Direct Inference of Cell Positions using Lens-Free Microscopy and Deep Learning
MIDL 2021
Directional Bias Amplification
ICML 2021
Direction is what you need: Improving Word Embedding Compression in Large Language Models
ACL 2021
Dirichlet Pruning for Convolutional Neural Networks
AISTATS 2021
DISCO: Dynamic and Invariant Sensitive Channel Obfuscation for Deep Neural Networks
CVPR 2021
Discovering Better Model Architectures for Medical Query Understanding
NAACL 2021
Discovering Black Lives Matter Events in the United States: Shared Task 3, CASE 2021
ACL 2021
Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph Augmentation
IJCAI 2021
Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering
EMNLP 2021
Discrete and Soft Prompting for Multilingual Models
EMNLP 2021
Disentangling Document Topic and Author Gender in Multiple Languages: Lessons for Adversarial Debiasing
EACL 2021
Disentangling Label Distribution for Long-Tailed Visual Recognition
CVPR 2021
Disfluency Detection with Unlabeled Data and Small BERT Models
Interspeech 2021
DISK-CSV: Distilling Interpretable Semantic Knowledge with a Class Semantic Vector
EACL 2021
Disrupting Deep Uncertainty Estimation Without Harming Accuracy
NeurIPS 2021
Dissecting Image Crops
ICCV 2021
Dissecting User-Perceived Latency of On-Device E2E Speech Recognition
Interspeech 2021
Distance-Aware Quantization
ICCV 2021
Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors
NAACL 2021