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)
Dataset Distillation by Automatic Training Trajectories
ECCV 2024
Dataset-Distillation Generative Model for Speech Emotion Recognition
Interspeech 2024
Data Shunt: Collaboration of Small and Large Models for Lower Costs and Better Performance
AAAI 2024
DataStealing: Steal Data from Diffusion Models in Federated Learning with Multiple Trojans
NeurIPS 2024
DAT: Improving Adversarial Robustness via Generative Amplitude Mix-up in Frequency Domain
NeurIPS 2024
DAVE - A Detect-and-Verify Paradigm for Low-Shot Counting
CVPR 2024
David helps Goliath: Inference-Time Collaboration Between Small Specialized and Large General Diffusion LMs
NAACL 2024
Day-Night Cross-domain Vehicle Re-identification
CVPR 2024
DBD-CI: Doubling the Band Density for Bilateral Cochlear Implants
Interspeech 2024
DB-LLM: Accurate Dual-Binarization for Efficient LLMs
ACL 2024
DB-PMAE: Dual-Branch Prototypical Masked AutoEncoder with locality for domain robust speaker verification
Interspeech 2024
DC4L: Distribution shift recovery via data-driven control for deep learning models
L4DC 2024
D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models
NeurIPS 2024
DDAM-PS: Diligent Domain Adaptive Mixer for Person Search
WACV 2024
DDK: Distilling Domain Knowledge for Efficient Large Language Models
NeurIPS 2024
DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor
NeurIPS 2024
DDViT: Double-Level Fusion Domain Adapter Vision Transformer (Student Abstract)
AAAI 2024
DDxGym: Online Transformer Policies in a Knowledge Graph Based Natural Language Environment
COLING 2024
Dealing with Synthetic Data Contamination in Online Continual Learning
NeurIPS 2024
Debiasing Algorithm through Model Adaptation
ICLR 2024
Debiasing Attention Mechanism in Transformer without Demographics
ICLR 2024
Debiasing Evaluations That Are Biased by Evaluations
JMLR 2024
Debiasing Large Language Models with Structured Knowledge
ACL 2024
Debiasing Multi-Entity Aspect-Based Sentiment Analysis with Norm-Based Data Augmentation
COLING 2024
Debiasing Multimodal Sarcasm Detection with Contrastive Learning
AAAI 2024