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)
Demystifying Poisoning Backdoor Attacks from a Statistical Perspective
ICLR 2024
Demystifying Verbatim Memorization in Large Language Models
EMNLP 2024
DeNetDM: Debiasing by Network Depth Modulation
NeurIPS 2024
DENEVIL: TOWARDS DECIPHERING AND NAVIGATING THE ETHICAL VALUES OF LARGE LANGUAGE MODELS VIA INSTRUCTION LEARNING
ICLR 2024
Denoising Diffusion Path: Attribution Noise Reduction with An Auxiliary Diffusion Model
NeurIPS 2024
DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception
NeurIPS 2024
Dense Passage Retrieval: Is it Retrieving?
EMNLP 2024
Density-guided Translator Boosts Synthetic-to-Real Unsupervised Domain Adaptive Segmentation of 3D Point Clouds
CVPR 2024
Density Matters: Improved Core-Set for Active Domain Adaptive Segmentation
AAAI 2024
Density Ratio Estimation with Doubly Strong Robustness
ICML 2024
Density-Regression: Efficient and Distance-aware Deep Regressor for Uncertainty Estimation under Distribution Shifts
AISTATS 2024
Density-Softmax: Efficient Test-time Model for Uncertainty Estimation and Robustness under Distribution Shifts
ICML 2024
Deploying ADVISER: Impact and Lessons from Using Artificial Intelligence for Child Vaccination Uptake in Nigeria
AAAI 2024
DEPrune: Depth-wise Separable Convolution Pruning for Maximizing GPU Parallelism
NeurIPS 2024
DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning
ICLR 2024
Depth Anything V2
NeurIPS 2024
Depth Anywhere: Enhancing 360 Monocular Depth Estimation via Perspective Distillation and Unlabeled Data Augmentation
NeurIPS 2024
Depth-Aware Blind Image Decomposition for Real-World Adverse Weather Recovery
ECCV 2024
Depth-aware Test-Time Training for Zero-shot Video Object Segmentation
CVPR 2024
Derandomizing Multi-Distribution Learning
NeurIPS 2024
DeRDaVa: Deletion-Robust Data Valuation for Machine Learning
AAAI 2024
Derivative-enhanced Deep Operator Network
NeurIPS 2024
Deriving Provably Correct Explanations for Decision Trees: The Impact of Domain Theories
IJCAI 2024
Descriptor and Word Soups: Overcoming the Parameter Efficiency Accuracy Tradeoff for Out-of-Distribution Few-shot Learning
CVPR 2024
Desiderata For The Context Use Of Question Answering Systems
EACL 2024