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)
Extending the Scope of Out-of-Domain: Examining QA models in multiple subdomains
ACL 2022
Extending the WILDS Benchmark for Unsupervised Adaptation
ICLR 2022
External Text Based Data Augmentation for Low-Resource Speech Recognition in the Constrained Condition of OpenASR21 Challenge
Interspeech 2022
Extracted BERT Model Leaks More Information than You Think!
EMNLP 2022
Extracting Associations of Intersectional Identities with Discourse about Institution from Nigeria
EMNLP 2022
Extracting Targeted Training Data from ASR Models, and How to Mitigate It
Interspeech 2022
Extractive Entity-Centric Summarization as Sentence Selection using Bi-Encoders
AACL 2022
Extractive Knowledge Distillation
WACV 2022
ExtraPhrase: Efficient Data Augmentation for Abstractive Summarization
NAACL 2022
Extrapolative Continuous-time Bayesian Neural Network for Fast Training-free Test-time Adaptation
NeurIPS 2022
EyePAD++: A Distillation-Based Approach for Joint Eye Authentication and Presentation Attack Detection Using Periocular Images
CVPR 2022
EZCrop: Energy-Zoned Channels for Robust Output Pruning
WACV 2022
F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization
ICLR 2022
Face2Exp: Combating Data Biases for Facial Expression Recognition
CVPR 2022
Facilitating Human-Wildlife Cohabitation through Conflict Prediction
AAAI 2022
FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity Recognition
COLING 2022
Factored DRO: Factored Distributionally Robust Policies for Contextual Bandits
NeurIPS 2022
Factorized-FL: Personalized Federated Learning with Parameter Factorization & Similarity Matching
NeurIPS 2022
Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents
EMNLP 2022
Factory: Fast Contact for Robotic Assembly
RSS 2022
FAD-X: Fusing Adapters for Cross-lingual Transfer to Low-Resource Languages
AACL 2022
FAERY: An FPGA-accelerated Embedding-based Retrieval System
OSDI 2022
Failure Modes of Domain Generalization Algorithms
CVPR 2022
Fair and Accurate Age Prediction Using Distribution Aware Data Curation and Augmentation
WACV 2022
Fair and Argumentative Language Modeling for Computational Argumentation
ACL 2022