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)
Decoupled Finetuning for Domain Generalizable Semantic Segmentation
ICLR 2025
Decouple Distortion from Perception: Region Adaptive Diffusion for Extreme-low Bitrate Perception Image Compression
CVPR 2025
Decoupled Multi-Predictor Optimization for Inference-Efficient Model Tuning
ICCV 2025
Decoupled Proxy Alignment: Mitigating Language Prior Conflict for Multimodal Alignment in MLLMs
EMNLP 2025
Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task Learning
CVPR 2025
Decoupling Memories, Muting Neurons: Towards Practical Machine Unlearning for Large Language Models
ACL 2025
DECT: Harnessing LLM-assisted Fine-Grained Linguistic Knowledge and Label-Switched and Label-Preserved Data Generation for Diagnosis of Alzheimer’s Disease
AAAI 2025
DEEM: Diffusion models serve as the eyes of large language models for image perception
ICLR 2025
Deep Associations, High Creativity: A Simple yet Effective Metric for Evaluating Large Language Models
EMNLP 2025
Deep at SemEval-2025 Task 11: A Multi-Stage Approach to Emotion Detection
SemEval 2025
Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models
ICLR 2025
DeepCompress-ViT: Rethinking Model Compression to Enhance Efficiency of Vision Transformers at the Edge
CVPR 2025
Deep Fair Multi-View Clustering with Attention KAN
CVPR 2025
DeepGate4: Efficient and Effective Representation Learning for Circuit Design at Scale
ICLR 2025
Deep Learning Alternatives Of The Kolmogorov Superposition Theorem
ICLR 2025
Deep Opinion-Unaware Blind Image Quality Assessment by Learning and Adapting from Multiple Annotators
IJCAI 2025
Deep Reinforcement Learning for Efficient and Fair Allocation of Healthcare Resources
IJCAI 2025
DeepRTL2: A Versatile Model for RTL-Related Tasks
ACL 2025
DeepRTL: Bridging Verilog Understanding and Generation with a Unified Representation Model
ICLR 2025
DeepShield: Fortifying Deepfake Video Detection with Local and Global Forgery Analysis
ICCV 2025
Deep Streaming View Clustering
ICML 2025
Deep Submodular Optimization and LLM for Multimodal Content Extraction and Automatic Poster Generation from Long Document
AAAI 2025
DeepTAGE: Deep Temporal-Aligned Gradient Enhancement for Optimizing Spiking Neural Networks
ICLR 2025
Deep Weight Factorization: Sparse Learning Through the Lens of Artificial Symmetries
ICLR 2025
Defense Against Model Stealing Based on Account-Aware Distribution Discrepancy
AAAI 2025