conftrace_

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)

Data Augmentation with Unsupervised Machine Translation Improves the Structural Similarity of Cross-lingual Word Embeddings ACL 2021 Database reasoning over text ACL 2021 Data Cleaning Tools for Token Classification Tasks NAACL 2021 Data-Driven Methods for Balancing Fairness and Efficiency in Ride-Pooling IJCAI 2021 Data-Efficient Instance Generation from Instance Discrimination NeurIPS 2021 Data Efficient Masked Language Modeling for Vision and Language EMNLP 2021 Data Filtering using Cross-Lingual Word Embeddings NAACL 2021 Data-Free Knowledge Distillation for Heterogeneous Federated Learning ICML 2021 Data-Free Knowledge Distillation for Image Super-Resolution CVPR 2021 Data-Free Knowledge Distillation for Object Detection WACV 2021 Data-Free Knowledge Distillation with Soft Targeted Transfer Set Synthesis AAAI 2021 Data-Free Model Extraction CVPR 2021 Data Integration for Toxic Comment Classification: Making More Than 40 Datasets Easily Accessible in One Unified Format ACL 2021 Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation EMNLP 2021 Dataset Condensation with Differentiable Siamese Augmentation ICML 2021 Dataset Condensation with Gradient Matching ICLR 2021 Dataset Inference: Ownership Resolution in Machine Learning ICLR 2021 Dataset Meta-Learning from Kernel Ridge-Regression ICLR 2021 Data Sharing and Compression for Cooperative Networked Control NeurIPS 2021 Data Strategies for Low-Resource Grammatical Error Correction EACL 2021 DB-GAN: Boosting Object Recognition Under Strong Lighting Conditions WACV 2021 DC3: A learning method for optimization with hard constraints ICLR 2021 DDSAS: Dynamic and Differentiable Space-Architecture Search ACML 2021 Dealing with Typos for BERT-based Passage Retrieval and Ranking EMNLP 2021 Debiasing Evaluations That Are Biased by Evaluations AAAI 2021