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
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Papers (including subtopics)
Judgment Prediction via Injecting Legal Knowledge into Neural Networks
AAAI 2021
JuriBERT: A Masked-Language Model Adaptation for French Legal Text
EMNLP 2021
Just How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and Data Poisoning Attacks
ICML 2021
Justicia: A Stochastic SAT Approach to Formally Verify Fairness
AAAI 2021
Just Train Twice: Improving Group Robustness without Training Group Information
ICML 2021
KAAPA: Knowledge Aware Answers from PDF Analysis
AAAI 2021
KAN: Knowledge-aware Attention Network for Fake News Detection
AAAI 2021
KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation
ICML 2021
KDExplainer: A Task-oriented Attention Model for Explaining Knowledge Distillation
IJCAI 2021
KeepAugment: A Simple Information-Preserving Data Augmentation Approach
CVPR 2021
Kernel-convoluted Deep Neural Networks with Data Augmentation
AAAI 2021
Keynote Abstract: Machine Learning in Conflict Studies: Reflections on Ethics, Collaboration, and Ongoing Challenges
ACL 2021
Keypoint-Graph-Driven Learning Framework for Object Pose Estimation
CVPR 2021
KGDet: Keypoint-Guided Fashion Detection
AAAI 2021
KNAS: Green Neural Architecture Search
ICML 2021
Knowledge-Aware Meta-learning for Low-Resource Text Classification
EMNLP 2021
Knowledge-based Residual Learning
IJCAI 2021
Knowledge Distillation as Semiparametric Inference
ICLR 2021
Knowledge Distillation Based Training of Universal ASR Source Models for Cross-Lingual Transfer
Interspeech 2021
Knowledge Distillation for Singing Voice Detection
Interspeech 2021
Knowledge Distillation for Streaming Transformer–Transducer
Interspeech 2021
Knowledge Distillation from BERT Transformer to Speech Transformer for Intent Classification
Interspeech 2021
Knowledge Distillation from Multi-Modality to Single-Modality for Person Verification
Interspeech 2021
Knowledge distillation via softmax regression representation learning
ICLR 2021
Knowledge Distillation with Noisy Labels for Natural Language Understanding
EMNLP 2021