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)
Compressing Neural Networks: Towards Determining the Optimal Layer-wise Decomposition
NeurIPS 2021
Compressing Visual-Linguistic Model via Knowledge Distillation
ICCV 2021
Computational Visual Ceramicology: Matching Image Outlines to Catalog Sketches
AAAI 2021
Conceptual Grounding Constraints for Truly Robust Biomedical Name Representations
EACL 2021
CondenseNet V2: Sparse Feature Reactivation for Deep Networks
CVPR 2021
Condenser: a Pre-training Architecture for Dense Retrieval
EMNLP 2021
Conditional Adversarial Networks for Multi-Domain Text Classification
EACL 2021
Conditional Bures Metric for Domain Adaptation
CVPR 2021
Conditionally independent data generation
UAI 2021
Confidence-Budget Matching for Sequential Budgeted Learning
ICML 2021
Confidence Calibration for Domain Generalization Under Covariate Shift
ICCV 2021
Confident Anchor-Induced Multi-Source Free Domain Adaptation
NeurIPS 2021
Confident Off-Policy Evaluation and Selection through Self-Normalized Importance Weighting
AISTATS 2021
Configurable Privacy-Preserving Automatic Speech Recognition
Interspeech 2021
Connecting Sphere Manifolds Hierarchically for Regularization
ICML 2021
Conservative Objective Models for Effective Offline Model-Based Optimization
ICML 2021
Conservative Offline Distributional Reinforcement Learning
NeurIPS 2021
Consistency Regularization for Cross-Lingual Fine-Tuning
ACL 2021
Consistency Regularization with High-dimensional Non-adversarial Source-guided Perturbation for Unsupervised Domain Adaptation in Segmentation
AAAI 2021
Consistent Accelerated Inference via Confident Adaptive Transformers
EMNLP 2021
Consistent Instance False Positive Improves Fairness in Face Recognition
CVPR 2021
Constrained differentially private federated learning for low-bandwidth devices
UAI 2021
Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes
NeurIPS 2021
Constrained Risk-Averse Markov Decision Processes
AAAI 2021
Constructing a Fair Classifier with Generated Fair Data
AAAI 2021