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
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'25
Papers (including subtopics)
G-SPEED: General SParse Efficient Editing MoDel
EMNLP 2023
GTA: Gated Toxicity Avoidance for LM Performance Preservation
EMNLP 2023
GuardHFL: Privacy Guardian for Heterogeneous Federated Learning
ICML 2023
GuidedMixup: An Efficient Mixup Strategy Guided by Saliency Maps
AAAI 2023
Guided Recommendation for Model Fine-Tuning
CVPR 2023
Guide the Learner: Controlling Product of Experts Debiasing Method Based on Token Attribution Similarities
EACL 2023
Guiding Computational Stance Detection with Expanded Stance Triangle Framework
ACL 2023
Guiding Pseudo-Labels With Uncertainty Estimation for Source-Free Unsupervised Domain Adaptation
CVPR 2023
Guiding Text-to-Text Privatization by Syntax
ACL 2023
GWQ: Group-Wise Quantization Framework for Neural Networks
ACML 2023
H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models
NeurIPS 2023
H2O Open Ecosystem for State-of-the-art Large Language Models
EMNLP 2023
H3T: Efficient Integration of Memory Optimization and Parallelism for Large-scale Transformer Training
NeurIPS 2023
HadSkip: Homotopic and Adaptive Layer Skipping of Pre-trained Language Models for Efficient Inference
EMNLP 2023
HairStep: Transfer Synthetic to Real Using Strand and Depth Maps for Single-View 3D Hair Modeling
CVPR 2023
HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks
AAAI 2023
HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation
EMNLP 2023
HaMuCo: Hand Pose Estimation via Multiview Collaborative Self-Supervised Learning
ICCV 2023
Handling Data Heterogeneity via Architectural Design for Federated Visual Recognition
NeurIPS 2023
Handling Image and Label Resolution Mismatch in Remote Sensing
WACV 2023
Handling Learnwares Developed from Heterogeneous Feature Spaces without Auxiliary Data
IJCAI 2023
Handling the Alignment for Wake Word Detection: A Comparison Between Alignment-Based, Alignment-Free and Hybrid Approaches
Interspeech 2023
HandsOff: Labeled Dataset Generation With No Additional Human Annotations
CVPR 2023
HAPI Explorer: Comprehension, Discovery, and Explanation on History of ML APIs
AAAI 2023
Hardware-Aware Compression with Random Operation Access Specific Tile (ROAST) Hashing
ICML 2023