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
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'25
Papers (including subtopics)
Adversarial Stylometry in the Wild: Transferable Lexical Substitution Attacks on Author Profiling
EACL 2021
Adversarial Teacher-Student Representation Learning for Domain Generalization
NeurIPS 2021
Adversarial Unsupervised Domain Adaptation With Conditional and Label Shift: Infer, Align and Iterate
ICCV 2021
Adversarial Voice Conversion Against Neural Spoofing Detectors
Interspeech 2021
AEDA: An Easier Data Augmentation Technique for Text Classification
EMNLP 2021
AESOP: Paraphrase Generation with Adaptive Syntactic Control
EMNLP 2021
(AF)2-S3Net: Attentive Feature Fusion With Adaptive Feature Selection for Sparse Semantic Segmentation Network
CVPR 2021
A Falta de Pan, Buenas Son Tortas: The Efficacy of Predicted UPOS Tags for Low Resource UD Parsing
ACL 2021
A Fine-Grained Annotated Corpus for Target-Based Opinion Analysis of Economic and Financial Narratives
EMNLP 2021
A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS Tagging
EMNLP 2021
A Flexible Framework for Communication-Efficient Machine Learning
AAAI 2021
A Fourier-Based Framework for Domain Generalization
CVPR 2021
A Framework for Private Matrix Analysis in Sliding Window Model
ICML 2021
A Free Lunch for Unsupervised Domain Adaptive Object Detection without Source Data
AAAI 2021
Against Membership Inference Attack: Pruning is All You Need
IJCAI 2021
AgeFlow: Conditional Age Progression and Regression with Normalizing Flows
IJCAI 2021
Age-Invariant Training for End-to-End Child Speech Recognition Using Adversarial Multi-Task Learning
Interspeech 2021
Aggregating From Multiple Target-Shifted Sources
ICML 2021
AGKD-BML: Defense Against Adversarial Attack by Attention Guided Knowledge Distillation and Bi-Directional Metric Learning
ICCV 2021
A Global Past-Future Early Exit Method for Accelerating Inference of Pre-trained Language Models
NAACL 2021
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding
ACL 2021
A Greedy Algorithm for Quantizing Neural Networks
JMLR 2021
Agreeing to Disagree: Annotating Offensive Language Datasets with Annotators’ Disagreement
EMNLP 2021
A Hands-On Comparison of DNNs for Dialog Separation Using Transfer Learning from Music Source Separation
Interspeech 2021
AIRCODE: Hidden Screen-Camera Communication on an Invisible and Inaudible Dual Channel
NSDI 2021