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 Hashing-based Dynamic Stock Correlation Estimation via Normalizing Flow
IJCAI 2023
Deep Learning Methodology for Early Detection and Outbreak Prediction of Invasive Species Growth
WACV 2023
Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness
AAAI 2023
Deep Model Compression Also Helps Models Capture Ambiguity
ACL 2023
Deep Momentum Multi-Marginal Schrödinger Bridge
NeurIPS 2023
Deep Neural Networks with Efficient Guaranteed Invariances
AISTATS 2023
DeepPCR: Parallelizing Sequential Operations in Neural Networks
NeurIPS 2023
Deep Perturbation Learning: Enhancing the Network Performance via Image Perturbations
ICML 2023
DeepPrivacy2: Towards Realistic Full-Body Anonymization
WACV 2023
Deep Regression Unlearning
ICML 2023
Deep RL at Scale: Sorting Waste in Office Buildings with a Fleet of Mobile Manipulators
RSS 2023
DeepVQE: Real Time Deep Voice Quality Enhancement for Joint Acoustic Echo Cancellation, Noise Suppression and Dereverberation
Interspeech 2023
DeepZensols: A Deep Learning Natural Language Processing Framework for Experimentation and Reproducibility
EMNLP 2023
Defending against Backdoor Attacks in Natural Language Generation
AAAI 2023
Defending against Insertion-based Textual Backdoor Attacks via Attribution
ACL 2023
Defending Against Patch-Based Backdoor Attacks on Self-Supervised Learning
CVPR 2023
Defending Backdoor Attacks on Vision Transformer via Patch Processing
AAAI 2023
DeFL: Defending against Model Poisoning Attacks in Federated Learning via Critical Learning Periods Awareness
AAAI 2023
Deformable Image Registration with Geometry-informed Implicit Neural Representations
MIDL 2023
DeGPR: Deep Guided Posterior Regularization for Multi-Class Cell Detection and Counting
CVPR 2023
Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time
ICML 2023
Delegated Classification
NeurIPS 2023
DELFlow: Dense Efficient Learning of Scene Flow for Large-Scale Point Clouds
ICCV 2023
DELIFFAS: Deformable Light Fields for Fast Avatar Synthesis
NeurIPS 2023
DELTA: DEGRADATION-FREE FULLY TEST-TIME ADAPTATION
ICLR 2023