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)
DUDA: Distilled Unsupervised Domain Adaptation for Lightweight Semantic Segmentation
WACV 2026
DuFFin: A Dual-Level Fingerprinting Framework for LLMs IP Protection
EACL 2026
DuoKD: Dual Knowledge Distillation from Large Language Models for Robust Graph Neural Networks
AAAI 2026
DWA-KD: Dual-Space Weighting and Time-Warped Alignment for Cross-Tokenizer Knowledge Distillation
EACL 2026
DWTSG: Parameter-Efficient Fine-Tuning of Large Pre-trained Models via Discrete Wavelet Transform and Subband Guidance
AAAI 2026
Dynamic Sparsity: Challenging Common Sparsity Assumptions for Learning World Models in Robotic Reinforcement Learning Benchmarks
AAAI 2026
Dynamic-Static Collaboration for Unsupervised Domain Adaptive Video-Based Visible-Infrared Person Re-Identification
AAAI 2026
DynaQuant: Dynamic Mixed-Precision Quantization for Learned Image Compression
AAAI 2026
E³SAM2: Entropy-Aware and Edge-Guided Adaptation of SAM2 for Echocardiography Video Segmentation
AAAI 2026
EA: Managing Green Data Centers Using Deep Reinforcement Learning Without Discounting
AAAI 2026
Earth-Adapter: Bridge the Geospatial Domain Gaps with a Frequency-Guided Mixture of Adapters
AAAI 2026
EASE: Practical and Efficient Safety Alignment for Small Language Models
AAAI 2026
Easy for Children, Hard for AI: The Limits of Multimodal LLMs in Early Childhood Learning
AAAI 2026
Echoless Label-Based Pre-computation for Memory-Efficient Heterogeneous Graph Learning
AAAI 2026
EchoMimicV3: 1.3B Parameters Are All You Need for Unified Multi-Modal and Multi-Task Human Animation
AAAI 2026
EdgeMTSC: A Lightweight Large-Kernel ConvNet for Multivariate Time Series Classification
AAAI 2026
EEG-DLite: Dataset Distillation for Efficient Large EEG Model Training
AAAI 2026
Effective Robotic Cloth Grasping Through Suppressing False Discoveries
AAAI 2026
Effects of Speaker Bias in Dialect Identification and Automatic Transcription with Self-Supervised Speech Models
EACL 2026
Efficient and Provable Algorithms for Covariate Shift
ALT 2026
Efficient Chromosome Parallelization for Precision Medicine Genomic Workflows
AAAI 2026
EfficientFlow: Efficient Equivariant Flow Policy Learning for Embodied AI
AAAI 2026
EfficientFSL: Enhancing Few-Shot Classification via Query-Only Tuning In Vision Transformers
AAAI 2026
Efficient LLM-Jailbreaking via Multimodal-LLM Jailbreak
AAAI 2026
Efficient Model Specialization via Training-time and Test-time Adaptation
AAAI 2026