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
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Papers (including subtopics)
LRC-BERT: Latent-representation Contrastive Knowledge Distillation for Natural Language Understanding
AAAI 2021
LRG at SemEval-2021 Task 4: Improving Reading Comprehension with Abstract Words using Augmentation, Linguistic Features and Voting
SemEval 2021
LSH-SMILE: Locality Sensitive Hashing Accelerated Simulation and Learning
NeurIPS 2021
M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-Training
CVPR 2021
macech at SemEval-2021 Task 5: Toxic Spans Detection
SemEval 2021
Machine Learning for Variance Reduction in Online Experiments
NeurIPS 2021
Machine Reading Comprehension as Data Augmentation: A Case Study on Implicit Event Argument Extraction
EMNLP 2021
Machine Translationese: Effects of Algorithmic Bias on Linguistic Complexity in Machine Translation
EACL 2021
Machine Unlearning for Random Forests
ICML 2021
Machine Unlearning via Algorithmic Stability
COLT 2021
MAGE: Nearly Zero-Cost Virtual Memory for Secure Computation
OSDI 2021
Making DensePose Fast and Light
WACV 2021
Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths
ICCV 2021
Making transport more robust and interpretable by moving data through a small number of anchor points
ICML 2021
Mandoline: Model Evaluation under Distribution Shift
ICML 2021
Manifold Regularized Dynamic Network Pruning
CVPR 2021
Marginal Utility Diminishes: Exploring the Minimum Knowledge for BERT Knowledge Distillation
ACL 2021
Maria: A Visual Experience Powered Conversational Agent
ACL 2021
Marius: Learning Massive Graph Embeddings on a Single Machine
OSDI 2021
Mars Image Content Classification: Three Years of NASA Deployment and Recent Advances
AAAI 2021
MASKER: Masked Keyword Regularization for Reliable Text Classification
AAAI 2021
Mask Guided Matting via Progressive Refinement Network
CVPR 2021
Mastering Atari Games with Limited Data
NeurIPS 2021
Matching Distributions between Model and Data: Cross-domain Knowledge Distillation for Unsupervised Domain Adaptation
ACL 2021
Matching in the Dark: A Dataset for Matching Image Pairs of Low-Light Scenes
ICCV 2021