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)
CommonForms: A Large, Diverse Dataset for Form Field Detection
WACV 2026
Communication-Efficient Heterogeneous Federated Learning with Sparse Prototypes in Resource-Constrained Environments
AAAI 2026
Compact Multimodal Language Models as Robust OCR Alternatives for Noisy Textual Clinical Reports
EACL 2026
Comparing Text Compression Capabilities of Large Language Models with Traditional Compression Algorithms
EACL 2026
Compensating Distribution Drifts in Continual Learning with Pre-trained Vision Transformers
AAAI 2026
Completely Modular Fine-tuning for Dynamic Language Adaptation
EACL 2026
Complexity-aware fine-tuning
EACL 2026
Complex Mathematical Expression Recognition: Benchmark, Large-Scale Dataset and Strong Baseline
AAAI 2026
Composable Assurance for AI Alignment: A Framework for Propagating Formal Safety Properties Through MLOps
AAAI 2026
Compositional Attribute Imbalance in Vision Datasets
AAAI 2026
Compressed-Domain-Aware Online Video Super-Resolution
CVPR 2026
Compressing Language Models for Specialized Domains
EACL 2026
Compress-then-Rank: Faster and Better Listwise Reranking with Large Language Models via Ranking-Aware Passage Compression
AAAI 2026
Conceptual Cultural Index: A Metric for Cultural Specificity via Relative Generality
EACL 2026
Conceptualisation and Implementation of Human-centric Privacy Preserving Framework for Explainable AI
AAAI 2026
Condensed Data Expansion Using Model Inversion for Knowledge Distillation
AAAI 2026
Conditional Prompt Learning via Degradation Perception for Underwater Image Enhancement
AAAI 2026
Confidence-Driven Multi-Scale Model Selection for Cost-Efficient Inference
EACL 2026
Confidence-Guided Stepwise Model Routing for Cost-Efficient Reasoning
AAAI 2026
Confidence Through Parallel Attention for Depth and Uncertainty Estimation in Dynamic Environments
WACV 2026
Conformal Prediction for Multi-Source Detection on a Network
AAAI 2026
Conformal Risk Sharing: Certified Cost Allocation with Participation Guarantees
UAI 2026
ConLID: Supervised Contrastive Learning for Low-Resource Language Identification
EACL 2026
Connectivity-Guided Sparsification of 2-FWL GNNs: Preserving Full Expressivity with Improved Efficiency
AAAI 2026
Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation
AAAI 2026