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
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'25
Papers (including subtopics)
DIRL: Domain-Invariant Representation Learning for Sim-to-Real Transfer
CoRL 2020
Discover, Hallucinate, and Adapt: Open Compound Domain Adaptation for Semantic Segmentation
NeurIPS 2020
Discrete Biorthogonal Wavelet Transform Based Convolutional Neural Network for Atrial Fibrillation Diagnosis from Electrocardiogram
IJCAI 2020
Discrete Model Compression With Resource Constraint for Deep Neural Networks
CVPR 2020
Discriminative Adversarial Domain Adaptation
AAAI 2020
Discriminative Adversarial Search for Abstractive Summarization
ICML 2020
Discriminative Method to Extract Coarse Prosodic Structure and its Application for Statistical Phrase/Accent Command Estimation
Interspeech 2020
Discriminative Multi-Modality Speech Recognition
CVPR 2020
Disparity-Aware Domain Adaptation in Stereo Image Restoration
CVPR 2020
Dissecting Lottery Ticket Transformers: Structural and Behavioral Study of Sparse Neural Machine Translation
EMNLP 2020
Distill, Adapt, Distill: Training Small, In-Domain Models for Neural Machine Translation
ACL 2020
Distill and Replay for Continual Language Learning
COLING 2020
Distill BERT to Traditional Models in Chinese Machine Reading Comprehension (Student Abstract)
AAAI 2020
Distilling Cross-Task Knowledge via Relationship Matching
CVPR 2020
Distilling Effective Supervision From Severe Label Noise
CVPR 2020
Distilling Image Dehazing With Heterogeneous Task Imitation
CVPR 2020
Distilling Knowledge From Graph Convolutional Networks
CVPR 2020
Distilling Knowledge from Well-Informed Soft Labels for Neural Relation Extraction
AAAI 2020
Distilling Knowledge Learned in BERT for Text Generation
ACL 2020
Distilling Multiple Domains for Neural Machine Translation
EMNLP 2020
Distilling Neural Networks for Greener and Faster Dependency Parsing
ACL 2020
Distilling Portable Generative Adversarial Networks for Image Translation
AAAI 2020
Distilling the Knowledge of BERT for Sequence-to-Sequence ASR
Interspeech 2020
Distortion Agnostic Deep Watermarking
CVPR 2020
Distributed Distillation for On-Device Learning
NeurIPS 2020