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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Papers (including subtopics)
Knowledge Distillation for Neural Transducer-based Target-Speaker ASR: Exploiting Parallel Mixture/Single-Talker Speech Data
Interspeech 2023
Knowledge Distillation from Non-streaming to Streaming ASR Encoder using Auxiliary Non-streaming Layer
Interspeech 2023
Knowledge Distillation ≈ Label Smoothing: Fact or Fallacy?
EMNLP 2023
Knowledge Distillation on Joint Task End-to-End Speech Translation
Interspeech 2023
Knowledge Distillation Performs Partial Variance Reduction
NeurIPS 2023
“Knowledge is Power”: Constructing Knowledge Graph of Abdominal Organs and Using Them for Automatic Radiology Report Generation
ACL 2023
Knowledge Transfer from Pre-trained Language Models to Cif-based Speech Recognizers via Hierarchical Distillation
Interspeech 2023
Knowledge Unlearning for Mitigating Privacy Risks in Language Models
ACL 2023
Know Where You’re Going: Meta-Learning for Parameter-Efficient Fine-Tuning
ACL 2023
Know your audience: specializing grounded language models with listener subtraction
EACL 2023
Know Your Space: Inlier and Outlier Construction for Calibrating Medical OOD Detectors
MIDL 2023
Koopman Neural Operator Forecaster for Time-series with Temporal Distributional Shifts
ICLR 2023
KoRC: Knowledge Oriented Reading Comprehension Benchmark for Deep Text Understanding
ACL 2023
KoSBI: A Dataset for Mitigating Social Bias Risks Towards Safer Large Language Model Applications
ACL 2023
KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization
ACL 2023
Label differential privacy and private training data release
ICML 2023
Label efficient semi-supervised conversational intent classification
ACL 2023
Label-Guided Knowledge Distillation for Continual Semantic Segmentation on 2D Images and 3D Point Clouds
ICCV 2023
Label-Only Model Inversion Attacks via Knowledge Transfer
NeurIPS 2023
Label Poisoning is All You Need
NeurIPS 2023
Label Robust and Differentially Private Linear Regression: Computational and Statistical Efficiency
NeurIPS 2023
Labels are not necessary: Assessing peer-review helpfulness using domain adaptation based on self-training
ACL 2023
Label Shift Adapter for Test-Time Adaptation under Covariate and Label Shifts
ICCV 2023
Label-Specific Feature Augmentation for Long-Tailed Multi-Label Text Classification
AAAI 2023
LAB: Learnable Activation Binarizer for Binary Neural Networks
WACV 2023