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
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'25
Papers (including subtopics)
Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network
AAAI 2021
Split then Refine: Stacked Attention-guided ResUNets for Blind Single Image Visible Watermark Removal
AAAI 2021
SpreadsheetCoder: Formula Prediction from Semi-structured Context
ICML 2021
Spurious Correlations in Cross-Topic Argument Mining
ACL 2021
SRDAN: Scale-Aware and Range-Aware Domain Adaptation Network for Cross-Dataset 3D Object Detection
CVPR 2021
SRPOL DIALOGUE SYSTEMS at SemEval-2021 Task 5: Automatic Generation of Training Data for Toxic Spans Detection
SemEval 2021
SSAL: Synergizing between Self-Training and Adversarial Learning for Domain Adaptive Object Detection
NeurIPS 2021
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
NeurIPS 2021
ST3D: Self-Training for Unsupervised Domain Adaptation on 3D Object Detection
CVPR 2021
Stability and Differential Privacy of Stochastic Gradient Descent for Pairwise Learning with Non-Smooth Loss
AISTATS 2021
Stabilizing Deep Q-Learning with ConvNets and Vision Transformers under Data Augmentation
NeurIPS 2021
Stable Adversarial Learning under Distributional Shifts
AAAI 2021
Stable-Baselines3: Reliable Reinforcement Learning Implementations
JMLR 2021
Stable, Fast and Accurate: Kernelized Attention with Relative Positional Encoding
NeurIPS 2021
Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders
ACL 2021
Stance Detection in COVID-19 Tweets
ACL 2021
Static Embeddings as Efficient Knowledge Bases?
NAACL 2021
Statistical inference for individual fairness
ICLR 2021
Steering a Historical Disease Forecasting Model Under a Pandemic: Case of Flu and COVID-19
AAAI 2021
STEM: An Approach to Multi-Source Domain Adaptation With Guarantees
ICCV 2021
Step-Ahead Error Feedback for Distributed Training with Compressed Gradient
AAAI 2021
Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you?
EMNLP 2021
StEP: Style-Based Encoder Pre-Training for Multi-Modal Image Synthesis
CVPR 2021
Stereopagnosia: Fooling Stereo Networks with Adversarial Perturbations
AAAI 2021
StereoSet: Measuring stereotypical bias in pretrained language models
ACL 2021