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)
CFNet: Cascade and Fused Cost Volume for Robust Stereo Matching
CVPR 2021
*-CFQ: Analyzing the Scalability of Machine Learning on a Compositional Task
AAAI 2021
ChainCQG: Flow-Aware Conversational Question Generation
EACL 2021
Challenges and Opportunities of Building Fast GBDT Systems
IJCAI 2021
Challenges in Automated Debiasing for Toxic Language Detection
EACL 2021
Challenges in Detoxifying Language Models
EMNLP 2021
Changing the World by Changing the Data
ACL 2021
Channel Permutations for N:M Sparsity
NeurIPS 2021
Channel-Wise Knowledge Distillation for Dense Prediction
ICCV 2021
Char2Subword: Extending the Subword Embedding Space Using Robust Character Compositionality
EMNLP 2021
Characteristic Examples: High-Robustness, Low-Transferability Fingerprinting of Neural Networks
IJCAI 2021
Characterizing Fairness Over the Set of Good Models Under Selective Labels
ICML 2021
Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning
NeurIPS 2021
Characterizing the risk of fairwashing
NeurIPS 2021
ChartOCR: Data Extraction From Charts Images via a Deep Hybrid Framework
WACV 2021
Chasing Sparsity in Vision Transformers: An End-to-End Exploration
NeurIPS 2021
Chebyshev Polynomial Codes: Task Entanglement-based Coding for Distributed Matrix Multiplication
ICML 2021
Checkerboard Context Model for Efficient Learned Image Compression
CVPR 2021
CHIP: CHannel Independence-based Pruning for Compact Neural Networks
NeurIPS 2021
ChipNet: Budget-Aware Pruning with Heaviside Continuous Approximations
ICLR 2021
ChrEnTranslate: Cherokee-English Machine Translation Demo with Quality Estimation and Corrective Feedback
ACL 2021
Circa: Stochastic ReLUs for Private Deep Learning
NeurIPS 2021
CIT-GAN: Cyclic Image Translation Generative Adversarial Network With Application in Iris Presentation Attack Detection
WACV 2021
Civil Rephrases Of Toxic Texts With Self-Supervised Transformers
EACL 2021
Claim Matching Beyond English to Scale Global Fact-Checking
ACL 2021