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)
BMCook: A Task-agnostic Compression Toolkit for Big Models
EMNLP 2022
BMInf: An Efficient Toolkit for Big Model Inference and Tuning
ACL 2022
BoosterNet: Improving Domain Generalization of Deep Neural Nets Using Culpability-Ranked Features
CVPR 2022
Boosting 3D Object Detection by Simulating Multimodality on Point Clouds
CVPR 2022
Boosting Code Summarization by Embedding Code Structures
COLING 2022
Boosting Contrastive Learning with Relation Knowledge Distillation
AAAI 2022
Boosting Deep CTR Prediction with a Plug-and-Play Pre-trainer for News Recommendation
COLING 2022
Boosting Multi-Label Image Classification with Complementary Parallel Self-Distillation
IJCAI 2022
Boosting Out-of-distribution Detection with Typical Features
NeurIPS 2022
Boosting Robustness of Image Matting With Context Assembling and Strong Data Augmentation
CVPR 2022
Boosting the Certified Robustness of L-infinity Distance Nets
ICLR 2022
Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding
CVPR 2022
Bottleneck Low-rank Transformers for Low-resource Spoken Language Understanding
Interspeech 2022
Bounding and Approximating Intersectional Fairness through Marginal Fairness
NeurIPS 2022
Bounding Training Data Reconstruction in Private (Deep) Learning
ICML 2022
BPE beyond Word Boundary: How NOT to use Multi Word Expressions in Neural Machine Translation
ACL 2022
BpHigh@TamilNLP-ACL2022: Effects of Data Augmentation on Indic-Transformer based classifier for Abusive Comments Detection in Tamil
ACL 2022
Breaking Down Out-of-Distribution Detection: Many Methods Based on OOD Training Data Estimate a Combination of the Same Core Quantities
ICML 2022
Breaking through Inequality of Information Acquisition among Social Classes: A Modest Effort on Measuring “Fun”
EMNLP 2022
Bridge the Gap Between Architecture Spaces via A Cross-Domain Predictor
NeurIPS 2022
Bridging Central and Local Differential Privacy in Data Acquisition Mechanisms
NeurIPS 2022
Bridging Fairness and Environmental Sustainability in Natural Language Processing
EMNLP 2022
Bridging the Gap Between Learning in Discrete and Continuous Environments for Vision-and-Language Navigation
CVPR 2022
Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection
NeurIPS 2022
Bring Your Own Algorithm for Optimal Differentially Private Stochastic Minimax Optimization
NeurIPS 2022