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)
LLC: Accurate, Multi-purpose Learnt Low-dimensional Binary Codes
NeurIPS 2021
LOA: Logical Optimal Actions for Text-based Interaction Games
ACL 2021
Local Differential Privacy for Bayesian Optimization
AAAI 2021
Local Differential Privacy for Regret Minimization in Reinforcement Learning
NeurIPS 2021
Locality Sensitive Teaching
NeurIPS 2021
Localization in the Crowd with Topological Constraints
AAAI 2021
Localizing Neurosurgical Instruments Across Domains and in the Wild
MIDL 2021
Locally differentially private estimation of functionals of discrete distributions
NeurIPS 2021
Locally Differentially-Private Randomized Response for Discrete Distribution Learning
JMLR 2021
Locally Private k-Means Clustering
JMLR 2021
Locally private online change point detection
NeurIPS 2021
Location Trace Privacy Under Conditional Priors
AISTATS 2021
Lone Pine at SemEval-2021 Task 5: Fine-Grained Detection of Hate Speech Using BERToxic
SemEval 2021
Long-Short Transformer: Efficient Transformers for Language and Vision
NeurIPS 2021
Long-Tailed Multi-Label Visual Recognition by Collaborative Training on Uniform and Re-Balanced Samplings
CVPR 2021
Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based Multi-view Modeling
IJCAI 2021
Look at the Variance! Efficient Black-box Explanations with Sobol-based Sensitivity Analysis
NeurIPS 2021
Look Who’s Talking: Active Speaker Detection in the Wild
Interspeech 2021
Lossless Compression of Efficient Private Local Randomizers
ICML 2021
Loss Surface Simplexes for Mode Connecting Volumes and Fast Ensembling
ICML 2021
Lossy Compression for Lossless Prediction
NeurIPS 2021
Low Frequency Names Exhibit Bias and Overfitting in Contextualizing Language Models
EMNLP 2021
LowKey: Leveraging Adversarial Attacks to Protect Social Media Users from Facial Recognition
ICLR 2021
Low-Precision Reinforcement Learning: Running Soft Actor-Critic in Half Precision
ICML 2021
Low Resource ASR: The Surprising Effectiveness of High Resource Transliteration
Interspeech 2021