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)
Clean or Annotate: How to Spend a Limited Data Collection Budget
NAACL 2022
ClimateGAN: Raising Climate Change Awareness by Generating Images of Floods
ICLR 2022
ClimbQ: Class Imbalanced Quantization Enabling Robustness on Efficient Inferences
NeurIPS 2022
Clinical Flair: A Pre-Trained Language Model for Spanish Clinical Natural Language Processing
NAACL 2022
CLIPDraw: Exploring Text-to-Drawing Synthesis through Language-Image Encoders
NeurIPS 2022
CL-NERIL: A Cross-Lingual Model for NER in Indian Languages (Student Abstract)
AAAI 2022
Closing the Generalization Gap of Cross-Silo Federated Medical Image Segmentation
CVPR 2022
Clozer”:” Adaptable Data Augmentation for Cloze-style Reading Comprehension
ACL 2022
CLPA: Clean-Label Poisoning Availability Attacks Using Generative Adversarial Nets
AAAI 2022
ClusterFormer: Neural Clustering Attention for Efficient and Effective Transformer
ACL 2022
Clustering-based Wake Word Detection in Privacy-aware Acoustic Sensor Networks
Interspeech 2022
Clustering Interval-Censored Time-Series for Disease Phenotyping
AAAI 2022
C-Mixup: Improving Generalization in Regression
NeurIPS 2022
CMT: Convolutional Neural Networks Meet Vision Transformers
CVPR 2022
CN-AutoMIC: Distilling Chinese Commonsense Knowledge from Pretrained Language Models
EMNLP 2022
CNLP-NITS-PP at WANLP 2022 Shared Task: Propaganda Detection in Arabic using Data Augmentation and AraBERT Pre-trained Model
EMNLP 2022
CNN for Modeling Sanskrit Originated Bengali and Hindi Language
AACL 2022
Co-Advise: Cross Inductive Bias Distillation
CVPR 2022
Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets
ICML 2022
Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-Based Super-resolution
AAAI 2022
Coarse-To-Fine Q-Attention: Efficient Learning for Visual Robotic Manipulation via Discretisation
CVPR 2022
Cocktail: A Multidimensional Optimization for Model Serving in Cloud
NSDI 2022
CoCoa: An Encoder-Decoder Model for Controllable Code-switched Generation
EMNLP 2022
COCOA: Context-Conditional Adaptation for Recognizing Unseen Classes in Unseen Domains
WACV 2022
CoCoA-MT: A Dataset and Benchmark for Contrastive Controlled MT with Application to Formality
NAACL 2022