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)
Towards Argument Mining for Social Good: A Survey
ACL 2021
Towards a Theoretical Framework of Out-of-Distribution Generalization
NeurIPS 2021
Towards a unified framework for fair and stable graph representation learning
UAI 2021
Towards a Universal Model for Cross-Dataset Crowd Counting
ICCV 2021
Towards Automatic Bias Detection in Knowledge Graphs
EMNLP 2021
Towards Balanced Defect Prediction with Better Information Propagation
AAAI 2021
Towards Bridging Event Captioner and Sentence Localizer for Weakly Supervised Dense Event Captioning
CVPR 2021
Towards Calibrated Model for Long-Tailed Visual Recognition from Prior Perspective
NeurIPS 2021
Towards Compact CNNs via Collaborative Compression
CVPR 2021
Towards Compact Single Image Super-Resolution via Contrastive Self-distillation
IJCAI 2021
Towards Context-Agnostic Learning Using Synthetic Data
NeurIPS 2021
Towards Developing a Multilingual and Code-Mixed Visual Question Answering System by Knowledge Distillation
EMNLP 2021
Towards Discriminative Representation Learning for Unsupervised Person Re-Identification
ICCV 2021
Towards Domain Invariant Single Image Dehazing
AAAI 2021
Towards Efficient and Effective Adversarial Training
NeurIPS 2021
Towards Efficient Selection of Activity Trajectories based on Diversity and Coverage
AAAI 2021
Towards Efficient Tensor Decomposition-Based DNN Model Compression With Optimization Framework
CVPR 2021
Towards Enabling Meta-Learning from Target Models
NeurIPS 2021
Towards Equal Gender Representation in the Annotations of Toxic Language Detection
ACL 2021
Towards Extremely Compact RNNs for Video Recognition With Fully Decomposed Hierarchical Tucker Structure
CVPR 2021
Towards Fair and Transparent Algorithmic Systems
IJCAI 2021
Towards Fair Cross-Domain Adaptation via Generative Learning
WACV 2021
Towards Fair, Equitable, and Efficient Peer Review
AAAI 2021
Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View
AAAI 2021
Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices
IJCAI 2021