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)
Undistillable: Making A Nasty Teacher That CANNOT teach students
ICLR 2021
UnibucKernel: Geolocating Swiss German Jodels Using Ensemble Learning
EACL 2021
UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost
NAACL 2021
Uni-FedRec: A Unified Privacy-Preserving News Recommendation Framework for Model Training and Online Serving
EMNLP 2021
Unintended Selection: Persistent Qualification Rate Disparities and Interventions
NeurIPS 2021
Universal and Flexible Optical Aberration Correction Using Deep-Prior Based Deconvolution
ICCV 2021
Universal Cross-Domain Retrieval: Generalizing Across Classes and Domains
ICCV 2021
Universal-KD: Attention-based Output-Grounded Intermediate Layer Knowledge Distillation
EMNLP 2021
Universal Semi-Supervised Learning
NeurIPS 2021
Universal Trading for Order Execution with Oracle Policy Distillation
AAAI 2021
UNKs Everywhere: Adapting Multilingual Language Models to New Scripts
EMNLP 2021
Unlearnable Examples: Making Personal Data Unexploitable
ICLR 2021
Unleash GPT-2 Power for Event Detection
ACL 2021
Unpacking the Interdependent Systems of Discrimination: Ableist Bias in NLP Systems through an Intersectional Lens
EMNLP 2021
Unpaired Learning for Deep Image Deraining With Rain Direction Regularizer
ICCV 2021
UnrealPerson: An Adaptive Pipeline Towards Costless Person Re-Identification
CVPR 2021
Unshuffling Data for Improved Generalization in Visual Question Answering
ICCV 2021
Unsupervised 3D Shape Completion Through GAN Inversion
CVPR 2021
Unsupervised Bayesian Adaptation of PLDA for Speaker Verification
Interspeech 2021
Unsupervised Cross-Domain Prerequisite Chain Learning using Variational Graph Autoencoders
ACL 2021
Unsupervised Curriculum Domain Adaptation for No-Reference Video Quality Assessment
ICCV 2021
Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data
EMNLP 2021
Unsupervised Domain Adaptation for Dysarthric Speech Detection via Domain Adversarial Training and Mutual Information Minimization
Interspeech 2021
Unsupervised Domain Adaptation for Person Re-identification via Heterogeneous Graph Alignment
AAAI 2021
Unsupervised Domain Adaptation for Semantic Segmentation by Content Transfer
AAAI 2021