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)
Knowledge-Driven Distractor Generation for Cloze-Style Multiple Choice Questions
AAAI 2021
Knowledge Enhanced Machine Learning Pipeline against Diverse Adversarial Attacks
ICML 2021
Knowledge Enhanced Masked Language Model for Stance Detection
NAACL 2021
Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training
NAACL 2021
Knowledge Mining and Transferring for Domain Adaptive Object Detection
ICCV 2021
Knowledge Refinery: Learning from Decoupled Label
AAAI 2021
KO codes: inventing nonlinear encoding and decoding for reliable wireless communication via deep-learning
ICML 2021
KonTra at CMCL 2021 Shared Task: Predicting Eye Movements by Combining BERT with Surface, Linguistic and Behavioral Information
NAACL 2021
K-shot NAS: Learnable Weight-Sharing for NAS with K-shot Supernets
ICML 2021
KSM: Fast Multiple Task Adaption via Kernel-Wise Soft Mask Learning
CVPR 2021
Label-Imbalanced and Group-Sensitive Classification under Overparameterization
NeurIPS 2021
Label Inference Attacks from Log-loss Scores
ICML 2021
Label-Only Membership Inference Attacks
ICML 2021
LabOR: Labeling Only if Required for Domain Adaptive Semantic Segmentation
ICCV 2021
LADA: Look-Ahead Data Acquisition via Augmentation for Deep Active Learning
NeurIPS 2021
Lalilo: A Reading Assistant for Children Featuring Speech Recognition-Based Reading Mistake Detection
Interspeech 2021
LAMDA: Label Matching Deep Domain Adaptation
ICML 2021
Land Deformation Prediction via Slope-Aware Graph Neural Networks
AAAI 2021
Language-Aligned Waypoint (LAW) Supervision for Vision-and-Language Navigation in Continuous Environments
EMNLP 2021
Language and Speaker-Independent Feature Transformation for End-to-End Multilingual Speech Recognition
Interspeech 2021
Language Conditioned Imitation Learning Over Unstructured Data
RSS 2021
Language or Paralanguage, This is the Problem: Comparing Depressed and Non-Depressed Speakers Through the Analysis of Gated Multimodal Units
Interspeech 2021
Language Recognition on Unknown Conditions: The LORIA-Inria-MULTISPEECH System for AP20-OLR Challenge
Interspeech 2021
Language Resource Efficient Learning for Captioning
EMNLP 2021
Large Image Datasets: A Pyrrhic Win for Computer Vision?
WACV 2021