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)
SwiftKV: Fast Prefill-Optimized Inference with Knowledge-Preserving Model Transformation
EMNLP 2025
SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration
ICLR 2025
SwiftPrune: Hessian-Free Weight Pruning for Large Language Models
EMNLP 2025
SwiLTra-Bench: The Swiss Legal Translation Benchmark
ACL 2025
Swiss Army Knife: Synergizing Biases in Knowledge from Vision Foundation Models for Multi-Task Learning
ICLR 2025
SWITCH: Studying with Teacher for Knowledge Distillation of Large Language Models
NAACL 2025
SyllableLM: Learning Coarse Semantic Units for Speech Language Models
ICLR 2025
SynAD: Enhancing Real-World End-to-End Autonomous Driving Models through Synthetic Data Integration
ICCV 2025
SyncAnimation: A Real-Time End-to-End Framework for Audio-Driven Human Pose and Talking Head Animation
IJCAI 2025
Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training
ICCV 2025
SynClaimEval: A Framework for Evaluating the Utility of Synthetic Data in Long-Context Claim Verification
AACL 2025
SynC-LLM: Generation of Large-Scale Synthetic Circuit Code with Hierarchical Language Models
EMNLP 2025
SyncViolinist: Music-Oriented Violin Motion Generation Based on Bowing and Fingering
WACV 2025
SyncVP: Joint Diffusion for Synchronous Multi-Modal Video Prediction
CVPR 2025
SynDroneVision: A Synthetic Dataset for Image-Based Drone Detection
WACV 2025
Synergistic Weak-Strong Collaboration by Aligning Preferences
ACL 2025
Synergizing Multimodal Temporal Knowledge Graphs and Large Language Models for Social Relation Recognition
EMNLP 2025
SynEVO: A neuro-inspired spatiotemporal evolutional framework for cross-domain adaptation
ICML 2025
SynFix: Dependency-Aware Program Repair via RelationGraph Analysis
ACL 2025
Synonymous Variational Inference for Perceptual Image Compression
ICML 2025
SynQ: Accurate Zero-shot Quantization by Synthesis-aware Fine-tuning
ICLR 2025
SynTab-LLaVA: Enhancing Multimodal Table Understanding with Decoupled Synthesis
CVPR 2025
SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs
ACL 2025
Synthesizing and Adapting Error Correction Data for Mobile Large Language Model Applications
ACL 2025
Synthesizing Near-Boundary OOD Samples for Out-of-Distribution Detection
ICCV 2025