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)
Towards High-Fidelity Head Blending with Chroma Keying for Industrial Applications
WACV 2025
Towards Homogeneous Lexical Tone Decoding from Heterogeneous Intracranial Recordings
ICLR 2025
Towards hyperparameter-free optimization with differential privacy
ICLR 2025
Towards Language-Agnostic STIPA: Universal Phonetic Transcription to Support Language Documentation at Scale
EMNLP 2025
Towards Lossless Implicit Neural Representation via Bit Plane Decomposition
CVPR 2025
Towards Loss-Resilient Image Coding for Unstable Satellite Networks
AAAI 2025
Towards Macro-AUC Oriented Imbalanced Multi-Label Continual Learning
AAAI 2025
Towards Massive Multilingual Holistic Bias
ACL 2025
Towards Million-Scale Adversarial Robustness Evaluation With Stronger Individual Attacks
CVPR 2025
Towards More Efficient Post-training via Fourier Domain Adapter Framework
EMNLP 2025
Towards Operationalizing Right to Data Protection
NAACL 2025
Towards Optimal Branching of Linear and Semidefinite Relaxations for Neural Network Robustness Certification
JMLR 2025
Towards Optimal Multi-draft Speculative Decoding
ICLR 2025
Towards Performance Consistency in Multi-Level Model Collaboration
ICCV 2025
Towards Practical Real-Time Neural Video Compression
CVPR 2025
Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy
AAAI 2025
Towards Privacy-Preserving Split Learning for ControlNet
WACV 2025
Towards RAW Object Detection in Diverse Conditions
CVPR 2025
Towards Region-aware Bias Evaluation Metrics
NAACL 2025
Towards Reliable and Practical Phishing Detection
NAACL 2025
Towards Reverse Engineering of Language Models: A Survey
EMNLP 2025
Towards Reward Fairness in RLHF: From a Resource Allocation Perspective
ACL 2025
Towards Robust and Efficient Federated Low-Rank Adaptation with Heterogeneous Clients
ACL 2025
Towards Robust ESG Analysis Against Greenwashing Risks: Aspect-Action Analysis with Cross-Category Generalization
ACL 2025
Towards Robust Multimodal Open-set Test-time Adaptation via Adaptive Entropy-aware Optimization
ICLR 2025