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)
Understanding Uncertainty Maps in Vision With Statistical Testing
CVPR 2022
Under the Morphosyntactic Lens: A Multifaceted Evaluation of Gender Bias in Speech Translation
ACL 2022
Undoing the Damage of Label Shift for Cross-Domain Semantic Segmentation
CVPR 2022
UNet-DenseNet for Robust Far-Field Speaker Verification
Interspeech 2022
UnfoldML: Cost-Aware and Uncertainty-Based Dynamic 2D Prediction for Multi-Stage Classification
NeurIPS 2022
Unified Auto Clinical Scoring (Uni-ACS) with Interpretable ML models
MLHC 2022
Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression
CVPR 2022
Unified Optimal Transport Framework for Universal Domain Adaptation
NeurIPS 2022
Unified Scaling Laws for Routed Language Models
ICML 2022
Unified Visual Transformer Compression
ICLR 2022
Uniform Subdivision of Omnidirectional Camera Space for Efficient Spherical Stereo Matching
CVPR 2022
Unifying and Boosting Gradient-Based Training-Free Neural Architecture Search
NeurIPS 2022
Unifying Panoptic Segmentation for Autonomous Driving
CVPR 2022
Unifying the Convergences in Multilingual Neural Machine Translation
EMNLP 2022
UniKW-AT: Unified Keyword Spotting and Audio Tagging
Interspeech 2022
UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning
ACL 2022
University of Cape Town’s WMT22 System: Multilingual Machine Translation for Southern African Languages
EMNLP 2022
Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation
NeurIPS 2022
Unleashing Potential of Unsupervised Pre-Training With Intra-Identity Regularization for Person Re-Identification
CVPR 2022
Unmasking the Mask – Evaluating Social Biases in Masked Language Models
AAAI 2022
Un-mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning
AAAI 2022
Unpaired Deep Image Deraining Using Dual Contrastive Learning
CVPR 2022
Unpaired Multi-Domain Stain Transfer for Kidney Histopathological Images
AAAI 2022
Unregulated Chinese-to-English Data Expansion Does NOT Work for Neural Event Detection
COLING 2022
Unsupervised Data Augmentation for Aspect Based Sentiment Analysis
COLING 2022