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)
Doubly Constrained Fair Clustering
NeurIPS 2023
Doubly Fair Dynamic Pricing
AISTATS 2023
Doubly Stochastic Graph-based Non-autoregressive Reaction Prediction
IJCAI 2023
Do we need Label Regularization to Fine-tune Pre-trained Language Models?
EACL 2023
Downstream Datasets Make Surprisingly Good Pretraining Corpora
ACL 2023
Downstream Task Agnostic Speech Enhancement with Self-Supervised Representation Loss
Interspeech 2023
Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection
ICML 2023
DPAUC: Differentially Private AUC Computation in Federated Learning
AAAI 2023
DP-BART for Privatized Text Rewriting under Local Differential Privacy
ACL 2023
DP-Fast MH: Private, Fast, and Accurate Metropolis-Hastings for Large-Scale Bayesian Inference
ICML 2023
DPHuBERT: Joint Distillation and Pruning of Self-Supervised Speech Models
Interspeech 2023
DP-HyPO: An Adaptive Private Framework for Hyperparameter Optimization
NeurIPS 2023
DPMAC: Differentially Private Communication for Cooperative Multi-Agent Reinforcement Learning
IJCAI 2023
DP-Mix: Mixup-based Data Augmentation for Differentially Private Learning
NeurIPS 2023
DRAUC: An Instance-wise Distributionally Robust AUC Optimization Framework
NeurIPS 2023
DRAW: Defending Camera-shooted RAW Against Image Manipulation
ICCV 2023
DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains
ACL 2023
DREAM: Deployment of Recombination and Ensembles in Argument Mining
EMNLP 2023
DREAM: Efficient Dataset Distillation by Representative Matching
ICCV 2023
DreamTeacher: Pretraining Image Backbones with Deep Generative Models
ICCV 2023
Dream the Impossible: Outlier Imagination with Diffusion Models
NeurIPS 2023
DRIMET: Deep Registration-based 3D Incompressible Motion Estimation in Tagged-MRI with Application to the Tongue
MIDL 2023
Driving Context into Text-to-Text Privatization
ACL 2023
DROID: Learning from Offline Heterogeneous Demonstrations via Reward-Policy Distillation
CoRL 2023
DropMessage: Unifying Random Dropping for Graph Neural Networks
AAAI 2023