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)
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing
EMNLP 2022
State Transition of Dendritic Spines Improves Learning of Sparse Spiking Neural Networks
ICML 2022
Statistically-Guided Deep Network Transformation to Harness Heterogeneity in Space (Extended Abstract)
IJCAI 2022
Status Biases in Deliberation Online: Evidence from a Randomized Experiment on ChangeMyView
EMNLP 2022
Stereo Magnification With Multi-Layer Images
CVPR 2022
Stereoscopic Universal Perturbations Across Different Architectures and Datasets
CVPR 2022
Stimulative Training of Residual Networks: A Social Psychology Perspective of Loafing
NeurIPS 2022
Stock Price Volatility Prediction: A Case Study with AutoML
EMNLP 2022
StoryQ—an Online Environment for Machine Learning of Text Classification
AAAI 2022
Strategic Instrumental Variable Regression: Recovering Causal Relationships From Strategic Responses
ICML 2022
Strategic ranking
AISTATS 2022
Strategies to Improve Robustness of Target Speech Extraction to Enrollment Variations
Interspeech 2022
Strategyproof Mechanisms for Group-Fair Facility Location Problems
IJCAI 2022
Streaming Automatic Speech Recognition with Re-blocking Processing Based on Integrated Voice Activity Detection
Interspeech 2022
Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation
CVPR 2022
Structural Bias for Aspect Sentiment Triplet Extraction
COLING 2022
Structural Knowledge Distillation for Object Detection
NeurIPS 2022
Structurally Diverse Sampling for Sample-Efficient Training and Comprehensive Evaluation
EMNLP 2022
Structural Pruning via Latency-Saliency Knapsack
NeurIPS 2022
Structured Pruning Learns Compact and Accurate Models
ACL 2022
Structured Semantic Transfer for Multi-Label Recognition with Partial Labels
AAAI 2022
Student Surpasses Teacher: Imitation Attack for Black-Box NLP APIs
COLING 2022
Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation
AAAI 2022
Style Neophile: Constantly Seeking Novel Styles for Domain Generalization
CVPR 2022
Style Transfer as Data Augmentation: A Case Study on Named Entity Recognition
EMNLP 2022