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)
ActiveAED: A Human in the Loop Improves Annotation Error Detection
ACL 2023
Active Image Indexing
ICLR 2023
Active Learning for Abnormal Lung Sound Data Curation and Detection in Asthma
Interspeech 2023
Active Learning for Multilingual Semantic Parser
EACL 2023
Actively Testing Your Model While It Learns: Realizing Label-Efficient Learning in Practice
NeurIPS 2023
Active Membership Inference Attack under Local Differential Privacy in Federated Learning
AISTATS 2023
ActMAD: Activation Matching To Align Distributions for Test-Time-Training
CVPR 2023
A Customized Text Sanitization Mechanism with Differential Privacy
ACL 2023
Ada3D : Exploiting the Spatial Redundancy with Adaptive Inference for Efficient 3D Object Detection
ICCV 2023
AdaBERT-CTC: Leveraging BERT-CTC for Text-Only Domain Adaptation in ASR
EMNLP 2023
AdaCM: Adaptive ColorMLP for Real-Time Universal Photo-Realistic Style Transfer
AAAI 2023
AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models
OSDI 2023
AdaMAE: Adaptive Masking for Efficient Spatiotemporal Learning With Masked Autoencoders
CVPR 2023
AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning
SemEval 2023
Adam-Smith at SemEval-2023 Task 4: Discovering Human Values in Arguments with Ensembles of Transformer-based Models
SemEval 2023
AdaMV-MoE: Adaptive Multi-Task Vision Mixture-of-Experts
ICCV 2023
AdaNIC: Towards Practical Neural Image Compression via Dynamic Transform Routing
ICCV 2023
AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation
ICML 2023
Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain Adapted Least-To-Most Prompting
EMNLP 2023
Adaptation Approaches for Nearest Neighbor Language Models
ACL 2023
Adaptation of Tongue Ultrasound-Based Silent Speech Interfaces Using Spatial Transformer Networks
Interspeech 2023
Adaptation of Whisper models to child speech recognition
Interspeech 2023
AdapterDistillation: Non-Destructive Task Composition with Knowledge Distillation
EMNLP 2023
Adapter Pruning using Tropical Characterization
EMNLP 2023
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning
EMNLP 2023