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)
Okapi: Generalising Better by Making Statistical Matches Match
NeurIPS 2022
OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics
NeurIPS 2022
Omnivore: A Single Model for Many Visual Modalities
CVPR 2022
On Aliased Resizing and Surprising Subtleties in GAN Evaluation
CVPR 2022
On Black-Box Explanation for Face Verification
WACV 2022
On Breadth Alone: Improving the Precision of Terminology Extraction Systems on Patent Corpora
EMNLP 2022
On Bridging Generic and Personalized Federated Learning for Image Classification
ICLR 2022
On Continual Model Refinement in Out-of-Distribution Data Streams
ACL 2022
On Coresets for Fair Regression and Individually Fair Clustering
AISTATS 2022
On-demand compute reduction with stochastic wav2vec 2.0
Interspeech 2022
On-Demand Sampling: Learning Optimally from Multiple Distributions
NeurIPS 2022
On-Device Training Under 256KB Memory
NeurIPS 2022
On Distributionally Robust Optimization and Data Rebalancing
AISTATS 2022
On Distribution Shift in Learning-based Bug Detectors
ICML 2022
One-bit Submission for Locally Private Quasi-MLE: Its Asymptotic Normality and Limitation
AISTATS 2022
One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia
ACL 2022
One Reference Is Not Enough: Diverse Distillation with Reference Selection for Non-Autoregressive Translation
NAACL 2022
One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks
EMNLP 2022
One-Teacher and Multiple-Student Knowledge Distillation on Sentiment Classification
COLING 2022
One Wug, Two Wug+s Transformer Inflection Models Hallucinate Affixes
ACL 2022
On Facility Location Problem in the Local Differential Privacy Model
AISTATS 2022
On Feature Learning in the Presence of Spurious Correlations
NeurIPS 2022
On Gender Biases in Offensive Language Classification Models
NAACL 2022
On Generalizing Beyond Domains in Cross-Domain Continual Learning
CVPR 2022
On Guiding Visual Attention With Language Specification
CVPR 2022