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)
Mitigating Label Biases for In-context Learning
ACL 2023
Mitigating Over-Generation for Unsupervised Keyphrase Extraction with Heterogeneous Centrality Detection
EMNLP 2023
Mitigating Source Bias for Fairer Weak Supervision
NeurIPS 2023
Mitigating Spurious Correlations in Multi-modal Models during Fine-tuning
ICML 2023
Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing With Non-Learnable Primitives
CVPR 2023
Mitigating Temporal Misalignment by Discarding Outdated Facts
EMNLP 2023
Mitigating Test-Time Bias for Fair Image Retrieval
NeurIPS 2023
Mitigating the Burden of Redundant Datasets via Batch-Wise Unique Samples and Frequency-Aware Losses
ACL 2023
Mitigating the Effect of Incidental Correlations on Part-based Learning
NeurIPS 2023
Mitigating the Popularity Bias of Graph Collaborative Filtering: A Dimensional Collapse Perspective
NeurIPS 2023
MixBag: Bag-Level Data Augmentation for Learning from Label Proportions
ICCV 2023
MixEdit: Revisiting Data Augmentation and Beyond for Grammatical Error Correction
EMNLP 2023
Mixed Samples as Probes for Unsupervised Model Selection in Domain Adaptation
NeurIPS 2023
MixFairFace: Towards Ultimate Fairness via MixFair Adapter in Face Recognition
AAAI 2023
MixFormerV2: Efficient Fully Transformer Tracking
NeurIPS 2023
Mix-of-Show: Decentralized Low-Rank Adaptation for Multi-Concept Customization of Diffusion Models
NeurIPS 2023
MixPath: A Unified Approach for One-shot Neural Architecture Search
ICCV 2023
MixPHM: Redundancy-Aware Parameter-Efficient Tuning for Low-Resource Visual Question Answering
CVPR 2023
MixPro: Data Augmentation with MaskMix and Progressive Attention Labeling for Vision Transformer
ICLR 2023
MixRep: Hidden Representation Mixup for Low-Resource Speech Recognition
Interspeech 2023
Mixture-of-Domain-Adapters: Decoupling and Injecting Domain Knowledge to Pre-trained Language Models’ Memories
ACL 2023
Mixture-of-Expert Conformer for Streaming Multilingual ASR
Interspeech 2023
Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language Models
EMNLP 2023
Mixture of Soft Prompts for Controllable Data Generation
EMNLP 2023
Mixture Outlier Exposure: Towards Out-of-Distribution Detection in Fine-Grained Environments
WACV 2023