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)
Deep Classifier Mimicry without Data Access
AISTATS 2024
Deep Confident Steps to New Pockets: Strategies for Docking Generalization
ICLR 2024
Deep Correlated Prompting for Visual Recognition with Missing Modalities
NeurIPS 2024
DeepCT-enhanced Lexical Argument Retrieval
ACL 2024
Deep Echo Path Modeling for Acoustic Echo Cancellation
Interspeech 2024
Deepfake Defense: Constructing and Evaluating a Specialized Urdu Deepfake Audio Dataset
ACL 2024
Deep Graph Mating
NeurIPS 2024
Deep Learning for Style Transfer and Experimentation with Audio Effects and Music Creation
AAAI 2024
Deep Learning on Graphs: A Data-Centric Exploration
AAAI 2024
Deep Learning with Requirements in the Real World
IJCAI 2024
Deep Neural Networks Tend To Extrapolate Predictably
ICLR 2024
Deep Neural Room Acoustics Primitive
ICML 2024
Deep Nonparametric Quantile Regression under Covariate Shift
JMLR 2024
Deep Optics for Optomechanical Control Policy Design
WACV 2024
DeepPolar: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning
ICML 2024
Deep Reinforcement Learning for Early Diagnosis of Lung Cancer
AAAI 2024
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
ACL 2024
DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing
AAAI 2024
Deep Subdomain Alignment for Cross-Domain Image Classification
WACV 2024
DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution
NeurIPS 2024
DeFaktS: A German Dataset for Fine-Grained Disinformation Detection through Social Media Framing
COLING 2024
Defending Against Backdoor Attacks by Layer-wise Feature Analysis (Extended Abstract)
IJCAI 2024
Defending Against Disinformation Attacks in Open-Domain Question Answering
EACL 2024
Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning
NAACL 2024
Defending Object Detection Models Against Image Distortions
WACV 2024