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)
ADFactory: An Effective Framework for Generalizing Optical Flow with NeRF
CVPR 2024
A Diffusion Model Framework for Unsupervised Neural Combinatorial Optimization
ICML 2024
AdsorbDiff: Adsorbate Placement via Conditional Denoising Diffusion
ICML 2024
A Dual-Augmentor Framework for Domain Generalization in 3D Human Pose Estimation
CVPR 2024
Advancing Beyond Identification: Multi-bit Watermark for Large Language Models
NAACL 2024
Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models
NeurIPS 2024
Advancing Dynamic Sparse Training by Exploring Optimization Opportunities
ICML 2024
Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation
NeurIPS 2024
Advancing Large Language Model Attribution through Self-Improving
EMNLP 2024
Advancing Multiplex Immunofluorescence Imaging Cell Detection using Semi-Supervised Learning with Pseudo-Labeling
MIDL 2024
Advancing NMT for Indigenous Languages: A Case Study on Yucatec Mayan and Chol
NAACL 2024
Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler
NeurIPS 2024
Advancing Parameter Efficiency in Fine-tuning via Representation Editing
ACL 2024
Adversarial Attacks on Fairness of Graph Neural Networks
ICLR 2024
Adversarial AutoMixup
ICLR 2024
Adversarial Diffusion Model for Domain-Adaptive Depth Estimation in Bronchoscopic Navigation
MICCAI 2024
Adversarial Distillation Based on Slack Matching and Attribution Region Alignment
CVPR 2024
Adversarial Fairness Network
AAAI 2024
Adversarial Initialization with Universal Adversarial Perturbation: A New Approach to Fast Adversarial Training
AAAI 2024
Adversarially Robust Dense-Sparse Tradeoffs via Heavy-Hitters
NeurIPS 2024
Adversarially Robust Multi-task Representation Learning
NeurIPS 2024
Adversarial Moment-Matching Distillation of Large Language Models
NeurIPS 2024
Adversarial Robustness Analysis in Automatic Pathological Speech Detection Approaches
Interspeech 2024
Adversarial Robustness Limits via Scaling-Law and Human-Alignment Studies
ICML 2024
Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive
ICLR 2024