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)
Designing a Hybrid Neural System To Learn Real-World Crack Segmentation From Fractal-Based Simulation
WACV 2024
Designing Cell-Type-Specific Promoter Sequences Using Conservative Model-Based Optimization
NeurIPS 2024
Designing monitoring strategies for deployed machine learning algorithms: navigating performativity through a causal lens
CLeaR 2024
Design Proteins Using Large Language Models: Enhancements and Comparative Analyses
ACL 2024
DetDiffusion: Synergizing Generative and Perceptive Models for Enhanced Data Generation and Perception
CVPR 2024
Detecting and Mitigating LGBTQIA+ Bias in Large Norwegian Language Models
ACL 2024
Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers
NeurIPS 2024
Detecting, Explaining, and Mitigating Memorization in Diffusion Models
ICLR 2024
Detecting Gender Discrimination on Actor Level Using Linguistic Discourse Analysis
ACL 2024
Detecting LLM-Assisted Cheating on Open-Ended Writing Tasks on Language Proficiency Tests
EMNLP 2024
Detecting Logic Bugs in Database Engines via Equivalent Expression Transformation
OSDI 2024
Detecting Machine-Generated Texts by Multi-Population Aware Optimization for Maximum Mean Discrepancy
ICLR 2024
Detecting Personal Identifiable Information in Swedish Learner Essays
EACL 2024
Detecting Pretraining Data from Large Language Models
ICLR 2024
Detecting Sexual Content at the Sentence Level in First Millennium Latin Texts
COLING 2024
Detection and Defense of Unlearnable Examples
AAAI 2024
Detection, Diagnosis, and Explanation: A Benchmark for Chinese Medical Hallucination Evaluation
COLING 2024
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios
NeurIPS 2024
Deterministic Reversible Data Augmentation for Neural Machine Translation
ACL 2024
Device-Wise Federated Network Pruning
CVPR 2024
DexFuncGrasp: A Robotic Dexterous Functional Grasp Dataset Constructed from a Cost-Effective Real-Simulation Annotation System
AAAI 2024
DFD: Distilling the Feature Disparity Differently for Detectors
ICML 2024
DFKI-MLST at DialAM-2024 Shared Task: System Description
ACL 2024
DFKI-NLP at SemEval-2024 Task 2: Towards Robust LLMs Using Data Perturbations and MinMax Training
SemEval 2024
DGA-GNN: Dynamic Grouping Aggregation GNN for Fraud Detection
AAAI 2024