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)
Parameter-Efficient Semantic Augmentation for Enhancing Open-Vocabulary Object Detection
CVPR 2026
Parameter-Free Fine-tuning via Redundancy Elimination for Vision Foundation Models
AAAI 2026
Parameter-, Memory-, Time-Efficient Multi-Task Dense Vision Adaptation
AAAI 2026
Parameter Merging with Gradient-Guided Supermasks in Online Continual Learning
AAAI 2026
Pareto-Based Heterogeneous Knowledge Distillation for MLPs on Graphs
AAAI 2026
Partial Fairness Awareness: Belief-Guided Strategic Mechanism for Strategic Agents
AAAI 2026
PartialNet: Compute Less, Perform Better
AAAI 2026
PASA: Progressive-Adaptive Spectral Augmentation for Automated Auscultation in Data-Scarce Environments
AAAI 2026
PASE: Leveraging the Phonological Prior of WavLM for Low-Hallucination Generative Speech Enhancement
AAAI 2026
PATCH: Mitigating PII Leakage in Language Models with Privacy-Aware Targeted Circuit PatcHing
EACL 2026
PCFormer: Accelerating Privacy-preserving Transformer Inference by Partition and Combination
AAAI 2026
PEFT-BoA: Parameter-Efficient Fine-Tuning with Bag-of-Adapters for Multi-Modal Object Re-identification
AAAI 2026
PEFT-Factory: Unified Parameter-Efficient Fine-Tuning of Autoregressive Large Language Models
EACL 2026
Perceptually Guided 3DGS Streaming and Rendering for Mixed Reality
WACV 2026
PeriUn: Enhancing Unlearning by Selectively Forgetting Peripheral Samples
AAAI 2026
Personal Information Parroting in Language Models
EACL 2026
Personality-guided Public-Private Domain Disentangled Hypergraph-Former Network for Multimodal Depression Detection
AAAI 2026
Personalize Before Retrieve: LLM-based Personalized Query Expansion for User-Centric Retrieval
AAAI 2026
Personalized Federated Learning with Bidirectional Communication Compression via One-Bit Random Sketching
AAAI 2026
Personalized Image Privacy Advisors via Federated Daisy-Chaining
WACV 2026
PersonaTrace: Synthesizing Realistic Digital Footprints with LLM Agents
EACL 2026
PerTouch: VLM-Driven Agent for Personalized and Semantic Image Retouching
AAAI 2026
Perturb Your Data: Paraphrase-Guided Training Data Watermarking
AAAI 2026
PET2Rep: Towards Vision-Language Model-Drived Automated Radiology Report Generation for Positron Emission Tomography
AAAI 2026
PharmaQA: Prompt-Based Molecular Representation Learning via Pharmacophore-Oriented Question Answering
AAAI 2026