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)
Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models
EMNLP 2023
Demographic Parity Constrained Minimax Optimal Regression under Linear Model
NeurIPS 2023
Demonstrating Large-Scale Package Manipulation via Learned Metrics of Pick Success
RSS 2023
Demystifying Disagreement-on-the-Line in High Dimensions
ICML 2023
Demystifying Structural Disparity in Graph Neural Networks: Can One Size Fit All?
NeurIPS 2023
Demystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural Networks
ICML 2023
DENL: Diverse Ensemble and Noisy Logits for Improved Robustness of Neural Networks
ACML 2023
Denoised Self-Augmented Learning for Social Recommendation
IJCAI 2023
Dense 2D-3D Indoor Prediction with Sound via Aligned Cross-Modal Distillation
ICCV 2023
Dense Network Expansion for Class Incremental Learning
CVPR 2023
DenseShift: Towards Accurate and Efficient Low-Bit Power-of-Two Quantization
ICCV 2023
Density-Insensitive Unsupervised Domain Adaption on 3D Object Detection
CVPR 2023
DepGraph: Towards Any Structural Pruning
CVPR 2023
DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models
EMNLP 2023
DeSIQ: Towards an Unbiased, Challenging Benchmark for Social Intelligence Understanding
EMNLP 2023
DESSERT: An Efficient Algorithm for Vector Set Search with Vector Set Queries
NeurIPS 2023
DetAIL: A Tool to Automatically Detect and Analyze Drift in Language
AAAI 2023
Detecting Backdoors in Pre-Trained Encoders
CVPR 2023
Detecting intersectionality in NER models: A data-driven approach
EACL 2023
Detecting Out-of-distribution Data through In-distribution Class Prior
ICML 2023
Detecting Personal Information in Training Corpora: an Analysis
ACL 2023
Detection Hub: Unifying Object Detection Datasets via Query Adaptation on Language Embedding
CVPR 2023
Detection of Cross-Dataset Fake Audio Based on Prosodic and Pronunciation Features
Interspeech 2023
Detection of Out-of-Distribution Samples Using Binary Neuron Activation Patterns
CVPR 2023
DetectiveRedasers at ArAIEval Shared Task: Leveraging Transformer Ensembles for Arabic Deception Detection
EMNLP 2023