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)
Identifiability Conditions for Domain Adaptation
ICML 2022
Identification, Amplification and Measurement: A bridge to Gaussian Differential Privacy
NeurIPS 2022
Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models
NAACL 2022
Identifying Chinese Opinion Expressions with Extremely-Noisy Crowdsourcing Annotations
ACL 2022
Identifying Code-switching in Arabizi
EMNLP 2022
Identifying Corporate Credit Risk Sentiments from Financial News
NAACL 2022
Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models
ACL 2022
IDPG: An Instance-Dependent Prompt Generation Method
NAACL 2022
Igeood: An Information Geometry Approach to Out-of-Distribution Detection
ICLR 2022
IGLU: Efficient GCN Training via Lazy Updates
ICLR 2022
IIITSurat@LT-EDI-ACL2022: Hope Speech Detection using Machine Learning
ACL 2022
IIT DHANBAD CODECHAMPS at SemEval-2022 Task 5: MAMI - Multimedia Automatic Misogyny Identification
SemEval 2022
ILDAE: Instance-Level Difficulty Analysis of Evaluation Data
ACL 2022
Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions
AAAI 2022
Image Disentanglement Autoencoder for Steganography Without Embedding
CVPR 2022
Image-text Retrieval: A Survey on Recent Research and Development
IJCAI 2022
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data
CVPR 2022
Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification
AAAI 2022
Immortal Threads: Multithreaded Event-driven Intermittent Computing on Ultra-Low-Power Microcontrollers
OSDI 2022
Implicit Feature Decoupling With Depthwise Quantization
CVPR 2022
Improved Approximation Algorithms for Individually Fair Clustering
AISTATS 2022
Improved ASR Performance for Dysarthric Speech Using Two-stage DataAugmentation
Interspeech 2022
Improved Certified Defenses against Data Poisoning with (Deterministic) Finite Aggregation
ICML 2022
Improved Data Augmentation for Translation Suggestion
EMNLP 2022
Improved Differential Privacy for SGD via Optimal Private Linear Operators on Adaptive Streams
NeurIPS 2022