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)
Classification under Nuisance Parameters and Generalized Label Shift in Likelihood-Free Inference
ICML 2024
Classifier Clustering and Feature Alignment for Federated Learning under Distributed Concept Drift
NeurIPS 2024
Classifying Cable Tendency With Semantic Segmentation by Utilizing Real and Simulated RGB Data
WACV 2024
Classifying Social Media Users before and after Depression Diagnosis via Their Language Usage: A Dataset and Study
COLING 2024
Class-Incremental Few-Shot Event Detection
COLING 2024
Class Incremental Learning via Likelihood Ratio Based Task Prediction
ICLR 2024
Class Incremental Learning with Multi-Teacher Distillation
CVPR 2024
Classist Tools: Social Class Correlates with Performance in NLP
ACL 2024
Class Probability Matching with Calibrated Networks for Label Shift Adaption
ICLR 2024
CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses
NeurIPS 2024
CLEANANERCorp: Identifying and Correcting Incorrect Labels in the ANERcorp Dataset
COLING 2024
CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making
NeurIPS 2024
CLEAN–EVAL: Clean Evaluation on Contaminated Large Language Models
NAACL 2024
CleanGen: Mitigating Backdoor Attacks for Generation Tasks in Large Language Models
EMNLP 2024
Clear Up Confusion: Advancing Cross-Domain Few-Shot Relation Extraction through Relation-Aware Prompt Learning
NAACL 2024
Clever Hans Effect Found in Automatic Detection of Alzheimer's Disease through Speech
Interspeech 2024
CLFFRD: Curriculum Learning and Fine-grained Fusion for Multimodal Rumor Detection
COLING 2024
CLIB-FIQA: Face Image Quality Assessment with Confidence Calibration
CVPR 2024
CLIF: Complementary Leaky Integrate-and-Fire Neuron for Spiking Neural Networks
ICML 2024
CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios
EMNLP 2024
CLIPCEIL: Domain Generalization through CLIP via Channel rEfinement and Image-text aLignment
NeurIPS 2024
CLIP-KD: An Empirical Study of CLIP Model Distillation
CVPR 2024
CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning
NeurIPS 2024
CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction
ICLR 2024
CLIP the Bias: How Useful is Balancing Data in Multimodal Learning?
ICLR 2024