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)
StyleProto: Style-Augmented Prototype Learning for Cross-Domain Few-Shot Object Detection
AAAI 2026
SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache
AAAI 2026
Submodel Extraction for Efficient and Personalized Federated Learning via Optimal Transport
CVPR 2026
Sub-MoE: Efficient Mixture-of-Expert LLMs Compression via Subspace Expert Merging
AAAI 2026
Subspace-Guided Knowledge Distillation for Efficient Model Transfer
WACV 2026
Sudanese-Flores: Extending FLORES+ to Sudanese Arabic Dialect
EACL 2026
Sun-E: Dataset and Benchmark for Event-Based Sun Sensing
WACV 2026
SurgPub-Video: A Comprehensive Surgical Video Framework for Enhanced Surgical Intelligence in Vision-Language Model
AAAI 2026
Surrogate as Teacher: Distillation-Guided Graph Poisoning Attack
AAAI 2026
SVS-GAN for Semantic Synthesis of Traffic Videos for Autonomous Driving
WACV 2026
SWIFT:A General Sensitive Weight Identification Framework for Fast Sensor-Transfer Pansharpening
AAAI 2026
Symphony-MoE: Harmonizing Disparate Pre-trained Models into a Coherent Mixture-of-Experts
AAAI 2026
SynPlay: Large-Scale Synthetic Human Data with Real-World Diversity for Aerial-View Perception
WACV 2026
Synthetic Data Fine-Tuning for Effective Team Formation in Enterprises
EACL 2026
Synthetic Doctor-Patient Dialogue Generation for Robust Medical ASR: A Scalable Pipeline for Vocabulary Expansion and Privacy Preservation
EACL 2026
Synthetic Forgetting Without Access: A Few-Shot Zero-Glance Framework for Machine Unlearning
AAAI 2026
Synthetic-to-Real Transfer Learning for League of Legends Minimap Object Detection (Student Abstract)
AAAI 2026
T2LF: LLM-Guided Multimodal Diffusion for Text-to-Light Field Synthesis
WACV 2026
TABED: Test-Time Adaptive Ensemble Drafting for Robust Speculative Decoding in LVLMs
EACL 2026
TabFlash: Efficient Table Understanding with Progressive Question Conditioning and Token Focusing
AAAI 2026
TabGeoFlow: A Geometric Flow Matching Model for Tabular Data Synthesis
AAAI 2026
Tabular Learnwares Can Be Repurposed for Seemingly Irrelevant New Tasks
AAAI 2026
Tackling Distractor Documents in Multi-Hop QA with Reinforcement and Curriculum Learning
EACL 2026
Tackling Resource-Constrained and Data-Heterogeneity in Federated Learning with Double-Weight Sparse Pack
AAAI 2026
TactGen: Tactile Sensory Data Generation via Zero-Shot Sim-to-Real Transfer (Abstract Reprint)
AAAI 2026