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)
A Study on Using Semantic Word Associations to Predict the Success of a Novel
ACL 2021
A Style and Semantic Memory Mechanism for Domain Generalization
ICCV 2021
A Survey of Machine Learning-Based Physics Event Generation
IJCAI 2021
A Survey of Race, Racism, and Anti-Racism in NLP
ACL 2021
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios
NAACL 2021
Asynchronous Stochastic Gradient Descent for Extreme-Scale Recommender Systems
AAAI 2021
Asynchronous Teacher Guided Bit-wise Hard Mining for Online Hashing
AAAI 2021
A Systematic Review and Analysis of Multilingual Data Strategies in Text-to-Speech for Low-Resource Languages
Interspeech 2021
A Theory of Label Propagation for Subpopulation Shift
ICML 2021
A Theory of Multiple-Source Adaptation with Limited Target Labeled Data
AISTATS 2021
A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation
EMNLP 2021
ATP: In-network Aggregation for Multi-tenant Learning
NSDI 2021
Attack-Guided Perceptual Data Generation for Real-World Re-Identification
ICCV 2021
Attacks against Ranking Algorithms with Text Embeddings: A Case Study on Recruitment Algorithms
EMNLP 2021
Attention Bottlenecks for Multimodal Fusion
NeurIPS 2021
Attention-Guided Image Compression by Deep Reconstruction of Compressive Sensed Saliency Skeleton
CVPR 2021
Attention Is Not Enough: Mitigating the Distribution Discrepancy in Asynchronous Multimodal Sequence Fusion
ICCV 2021
Attentive Multiview Text Representation for Differential Diagnosis
ACL 2021
Attribute-Efficient Learning of Halfspaces with Malicious Noise: Near-Optimal Label Complexity and Noise Tolerance
ALT 2021
Attribute-Guided Adversarial Training for Robustness to Natural Perturbations
AAAI 2021
Auction Learning as a Two-Player Game
ICLR 2021
Audio-Oriented Multimodal Machine Comprehension via Dynamic Inter- and Intra-modality Attention
AAAI 2021
Audio Segmentation Based Conversational Silence Detection for Contact Center Calls
Interspeech 2021
Audiovisual Transfer Learning for Audio Tagging and Sound Event Detection
Interspeech 2021
Auditing Black-Box Prediction Models for Data Minimization Compliance
NeurIPS 2021