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)
Knowledge Sharing via Domain Adaptation in Customs Fraud Detection
AAAI 2022
Knowledge Transfer and Distillation from Autoregressive to Non-Autoregessive Speech Recognition
Interspeech 2022
Knowledge Transfer with Visual Prompt in multi-modal Dialogue Understanding and Generation
COLING 2022
Know Thyself: Transferable Visual Control Policies Through Robot-Awareness
ICLR 2022
Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics
EMNLP 2022
KPDROP: Improving Absent Keyphrase Generation
EMNLP 2022
kpfriends at SemEval-2022 Task 2: NEAMER - Named Entity Augmented Multi-word Expression Recognizer
SemEval 2022
KroneckerBERT: Significant Compression of Pre-trained Language Models Through Kronecker Decomposition and Knowledge Distillation
NAACL 2022
Kronecker Decomposition for GPT Compression
ACL 2022
ktrain: A Low-Code Library for Augmented Machine Learning
JMLR 2022
Kubric: A Scalable Dataset Generator
CVPR 2022
Label differential privacy via clustering
AISTATS 2022
Label Hallucination for Few-Shot Classification
AAAI 2022
Label Leakage and Protection in Two-party Split Learning
ICLR 2022
Label-Only Model Inversion Attacks via Boundary Repulsion
CVPR 2022
Label Semantic Aware Pre-training for Few-shot Text Classification
ACL 2022
Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours
EMNLP 2022
LAE: Language-Aware Encoder for Monolingual and Multilingual ASR
Interspeech 2022
Lagrange Motion Analysis and View Embeddings for Improved Gait Recognition
CVPR 2022
LAMP: Extracting Text from Gradients with Language Model Priors
NeurIPS 2022
Laneformer: Object-Aware Row-Column Transformers for Lane Detection
AAAI 2022
Language-biased image classification: evaluation based on semantic representations
ICLR 2022
Language Invariant Properties in Natural Language Processing
ACL 2022
Language model compression with weighted low-rank factorization
ICLR 2022
Language Modelling via Learning to Rank
AAAI 2022