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 Ensembles Work, But Are They Necessary?
NeurIPS 2022
DeepFake Disrupter: The Detector of DeepFake Is My Friend
CVPR 2022
DeepFoids: Adaptive Bio-Inspired Fish Simulation with Deep Reinforcement Learning
NeurIPS 2022
DeepHardMark: Towards Watermarking Neural Network Hardware
AAAI 2022
Deep Interactive Surface Creation from 3D Sketch Strokes
IJCAI 2022
Deep invariant networks with differentiable augmentation layers
NeurIPS 2022
Deep Learning Approaches for Detecting Alzheimer’s Dementia from Conversational Speech of ILSE Study
Interspeech 2022
Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source Code
IJCAI 2022
Deep Model Reassembly
NeurIPS 2022
Deep Multi-Fidelity Active Learning of High-Dimensional Outputs
AISTATS 2022
Deep Neural Network Fusion via Graph Matching with Applications to Model Ensemble and Federated Learning
ICML 2022
Deep Optimization Prior for THz Model Parameter Estimation
WACV 2022
Deep Photo Scan: Semi-Supervised Learning for Dealing With the Real-World Degradation in Smartphone Photo Scanning
WACV 2022
Deep Recurrent Neural Network with Multi-Scale Bi-directional Propagation for Video Deblurring
AAAI 2022
Deep Representation Debiasing via Mutual Information Minimization and Maximization (Student Abstract)
AAAI 2022
Deep residual spiking neural network for keyword spotting in low-resource settings
Interspeech 2022
Deep Safe Multi-View Clustering: Reducing the Risk of Clustering Performance Degradation Caused by View Increase
CVPR 2022
DeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power Next-Generation AI Scale
ICML 2022
Deep Transductive Transfer Regression Network for Cross-Corpus Speech Emotion Recognition
Interspeech 2022
Deep Unlearning via Randomized Conditionally Independent Hessians
CVPR 2022
Deep Vanishing Point Detection: Geometric Priors Make Dataset Variations Vanish
CVPR 2022
Deep versus Wide: An Analysis of Student Architectures for Task-Agnostic Knowledge Distillation of Self-Supervised Speech Models
Interspeech 2022
Deep Video Harmonization With Color Mapping Consistency
IJCAI 2022
Deep Visual Geo-Localization Benchmark
CVPR 2022
DEFEAT: Deep Hidden Feature Backdoor Attacks by Imperceptible Perturbation and Latent Representation Constraints
CVPR 2022