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)
Sample-specific Modality Diagnosis and Cross-modal Enhancement for Incomplete Multimodal Representations
AAAI 2026
Save, Revisit, Retain: A Scalable Framework for Enhancing User Retention in Large-Scale Recommender Systems
AAAI 2026
Say More with Less: Variable-Frame-Rate Speech Tokenization via Adaptive Clustering and Implicit Duration Coding
AAAI 2026
Scalable and Efficient Large-Scale Log Analysis with LLMs: An IT Software Support Case Study
AAAI 2026
Scalable Privacy-Preserving Neural Network Training over Z2k via RMFE-Based Packing and Mixed-Circuit Computation
AAAI 2026
SCALEX: Scalable Concept and Latent Exploration for Diffusion Models
WACV 2026
Scaling Cultural Resources for Improving Generative Models
EACL 2026
Scaling Equitable Reflection Assessment in Education via Large Language Models and Role-Based Feedback Agents
AAAI 2026
Scaling Law for Large Wireless Models
AAAI 2026
Scaling LLM Speculative Decoding: Non-Autoregressive Forecasting in Large-Batch Scenarios
AAAI 2026
Scaling-up Perceptual Video Quality Assessment
AAAI 2026
Scan Clusters, Not Pixels: A Cluster-Centric Paradigm for Efficient Ultra-high-definition Image Restoration
CVPR 2026
SCAN: Semantic Document Layout Analysis for Textual and Visual Retrieval-Augmented Generation
EACL 2026
Scene-Aware Spatiotemporal Generalization: Towards Robust Temporal Action Detection Across Domains
AAAI 2026
SCoPE VLM: Selective Context Processing for Efficient Document Navigation in Vision-Language Models
EACL 2026
ScoreNet: Netting Lightweight Quality Scores for Better Visual Assessment with Large Multi-Modality Models
WACV 2026
SCORE: Soft Label Compression-Centric Dataset Condensation via Coding Rate Optimization
WACV 2026
SCoUT: A Framework for Structured Stereotype Analysis in Language Models
AAAI 2026
SD-CSFL: A Synthetic Data-Driven Conformity Scoring Framework for Robust Federated Learning
WACV 2026
SDE-HARL: Scalable Distributed Policy Execution for Heterogeneous-Agent Reinforcement Learning
AAAI 2026
SeaClips: A Video Dataset for Maritime Object Detection.
WACV 2026
SEAP: Sparse Expert Activation Pruning Unlocks the Brainpower of Large Language Models
AAAI 2026
Seeing through the Conflict: Transparent Knowledge Conflict Handling in Retrieval-Augmented Generation
AAAI 2026
Seeing Words Differently: Visual Embeddings for Robust English-Arabic Machine Translation
EACL 2026
See More, Store Less: Memory-Efficient Resolution for Video Moment Retrieval
EACL 2026