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)
Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models
EMNLP 2025
Factual Dialogue Summarization via Learning from Large Language Models
COLING 2025
Factuality Beyond Coherence: Evaluating LLM Watermarking Methods for Medical Texts
EMNLP 2025
FADA: Fast Diffusion Avatar Synthesis with Mixed-Supervised Multi-CFG Distillation
CVPR 2025
FADE: Towards Fairness-aware Data Generation for Domain Generalization via Classifier-Guided Score-based Diffusion Models
IJCAI 2025
FAEDKV: Infinite-Window Fourier Transform for Unbiased KV Cache Compression
EMNLP 2025
FA: Forced Prompt Learning of Vision-Language Models for Out-of-Distribution Detection
ICCV 2025
Failing Forward: Improving Generative Error Correction for ASR with Synthetic Data and Retrieval Augmentation
ACL 2025
FairCognizer: A Model for Accurate Predictions with Inherent Fairness Evaluation (Extended Abstract)
IJCAI 2025
FairCoT: Enhancing Fairness in Text-to-Image Generation via Chain of Thought Reasoning with Multimodal Large Language Models
EMNLP 2025
FairDen: Fair Density-Based Clustering
ICLR 2025
Fair Division via the Cake-Cutting Share
AAAI 2025
Fair Division with Social Impact
AAAI 2025
Fair Domain Generalization with Heterogeneous Sensitive Attributes Across Domains
WACV 2025
Fairer Analysis and Demographically Balanced Face Generation for Fairer Face Verification
WACV 2025
Fair Federated Survival Analysis
AAAI 2025
FairGen: Controlling Sensitive Attributes for Fair Generations in Diffusion Models via Adaptive Latent Guidance
EMNLP 2025
FairGen: Enhancing Fairness in Text-to-Image Diffusion Models via Self-Discovering Latent Directions
ICCV 2025
fairGNN-WOD: Fair Graph Learning Without Complete Demographics
IJCAI 2025
FairGP: A Scalable and Fair Graph Transformer Using Graph Partitioning
AAAI 2025
Fair Graph U-Net: A Fair Graph Learning Framework Integrating Group and Individual Awareness
AAAI 2025
Fair Incomplete Multi-View Clustering via Distribution Alignment
IJCAI 2025
FairI Tales: Evaluation of Fairness in Indian Contexts with a Focus on Bias and Stereotypes
ACL 2025
FairMT-Bench: Benchmarking Fairness for Multi-turn Dialogue in Conversational LLMs
ICLR 2025
Fairness-Accuracy Trade-Offs: A Causal Perspective
AAAI 2025