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
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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)
Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval
NAACL 2021
Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation
ICCV 2021
Multi-Target Domain Adaptation With Collaborative Consistency Learning
CVPR 2021
Multitask Adaptation with Lattice-Free MMI for Multi-Genre Speech Recognition of Low Resource Languages
Interspeech 2021
Multi-task and Multi-corpora Training Strategies to Enhance Argumentative Sentence Linking Performance
EMNLP 2021
Multi-Task Knowledge Distillation for Eye Disease Prediction
WACV 2021
Multi-task Learning by Leveraging the Semantic Information
AAAI 2021
Multi-Task Self-Training for Learning General Representations
ICCV 2021
Multi-Time Attention Networks for Irregularly Sampled Time Series
ICLR 2021
Multi-Vector Attention Models for Deep Re-ranking
EMNLP 2021
Multi-View Cross-Lingual Structured Prediction with Minimum Supervision
ACL 2021
Multi-view Feature Augmentation with Adaptive Class Activation Mapping
IJCAI 2021
Multi-View Feature Representation for Dialogue Generation with Bidirectional Distillation
AAAI 2021
Multi-view Subword Regularization
NAACL 2021
MVP-BERT: Multi-Vocab Pre-training for Chinese BERT
ACL 2021
Nap: A Black-Box Approach to NUMA-Aware Persistent Memory Indexes
OSDI 2021
NAS-Bench-x11 and the Power of Learning Curves
NeurIPS 2021
NAS-HPO-Bench-II: A Benchmark Dataset on Joint Optimization of Convolutional Neural Network Architecture and Training Hyperparameters
ACML 2021
NASOA: Towards Faster Task-Oriented Online Fine-Tuning With a Zoo of Models
ICCV 2021
NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization
ICCV 2021
NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search
AAAI 2021
NaturalConv: A Chinese Dialogue Dataset Towards Multi-turn Topic-driven Conversation
AAAI 2021
Navigating the Kaleidoscope of COVID-19 Misinformation Using Deep Learning
EMNLP 2021
NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis
EMNLP 2021
(Nearly) Dimension Independent Private ERM with AdaGrad Rates\{via Publicly Estimated Subspaces
COLT 2021