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
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'25
Papers (including subtopics)
Distributionally Robust Quickest Change Detection using Wasserstein Uncertainty Sets
AISTATS 2024
Distributionally Robust Reinforcement Learning with Interactive Data Collection: Fundamental Hardness and Near-Optimal Algorithms
NeurIPS 2024
Distribution-Aware Data Expansion with Diffusion Models
NeurIPS 2024
Distribution-aware Knowledge Prototyping for Non-exemplar Lifelong Person Re-identification
CVPR 2024
Distribution Shifts Are Bottlenecks: Extensive Evaluation for Grounding Language Models to Knowledge Bases
EACL 2024
DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models
CVPR 2024
Ditto: Quantization-aware Secure Inference of Transformers upon MPC
ICML 2024
DIUSum: Dynamic Image Utilization for Multimodal Summarization
AAAI 2024
DI-V2X: Learning Domain-Invariant Representation for Vehicle-Infrastructure Collaborative 3D Object Detection
AAAI 2024
Divergence-Guided Simultaneous Speech Translation
AAAI 2024
DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data
CVPR 2024
Divergent Token Metrics: Measuring degradation to prune away LLM components – and optimize quantization
NAACL 2024
Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking
EMNLP 2024
Diverse Imagenet Models Transfer Better
WACV 2024
Diverse Person: Customize Your Own Dataset for Text-Based Person Search
AAAI 2024
Diverse Perspectives, Divergent Models: Cross-Cultural Evaluation of Depression Detection on Twitter
NAACL 2024
Diverse Yet Biased: Towards Mitigating Biases in Generative AI (Student Abstract)
AAAI 2024
Diversified Batch Selection for Training Acceleration
ICML 2024
Diversity-Authenticity Co-constrained Stylization for Federated Domain Generalization in Person Re-identification
AAAI 2024
Diversity-Aware Annotation for Conversational AI Safety
COLING 2024
Diversity-aware Channel Pruning for StyleGAN Compression
CVPR 2024
Diversity-Driven Synthesis: Enhancing Dataset Distillation through Directed Weight Adjustment
NeurIPS 2024
DiversityMedQA: A Benchmark for Assessing Demographic Biases in Medical Diagnosis using Large Language Models
EMNLP 2024
DiveSound: LLM-Assisted Automatic Taxonomy Construction for Diverse Audio Generation
Interspeech 2024
Divide-and-Aggregate Learning for Evaluating Performance on Unlabeled Data
AAAI 2024