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)
Knowledge Amalgamation from Heterogeneous Networks by Common Feature Learning
IJCAI 2019
Knowledge Distillation for End-to-End Monaural Multi-Talker ASR System
Interspeech 2019
Knowledge Distillation for Throat Microphone Speech Recognition
Interspeech 2019
Knowledge Distillation via Instance Relationship Graph
CVPR 2019
Knowledge Distillation via Route Constrained Optimization
ICCV 2019
Knowledge Distillation with Adversarial Samples Supporting Decision Boundary
AAAI 2019
Knowledge Extraction with No Observable Data
NeurIPS 2019
Knowledge Flow: Improve Upon Your Teachers
ICLR 2019
Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons
AAAI 2019
Label super-resolution networks
ICLR 2019
Lagrange Coded Computing: Optimal Design for Resiliency, Security, and Privacy
AISTATS 2019
Language and Dialect Identification of Cuneiform Texts
NAACL 2019
Language Features Matter: Effective Language Representations for Vision-Language Tasks
ICCV 2019
Large Memory Layers with Product Keys
NeurIPS 2019
Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation
ICCV 2019
Large Scale Incremental Learning
CVPR 2019
Large-Scale Interactive Recommendation with Tree-Structured Policy Gradient
AAAI 2019
Large Scale Personalized Categorization of Financial Transactions
AAAI 2019
Latent Dirichlet Allocation Based Acoustic Data Selection for Automatic Speech Recognition
Interspeech 2019
Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered Attention
EMNLP 2019
Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks
NeurIPS 2019
Learnable Embedding Space for Efficient Neural Architecture Compression
ICLR 2019
Learned Video Compression
ICCV 2019
Learning Across Tasks and Domains
ICCV 2019
Learning Anytime Predictions in Neural Networks via Adaptive Loss Balancing
AAAI 2019