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)
VLStereoSet: A Study of Stereotypical Bias in Pre-trained Vision-Language Models
AACL 2022
VLUE: A Multi-Task Multi-Dimension Benchmark for Evaluating Vision-Language Pre-training
ICML 2022
VoiceBlock: Privacy through Real-Time Adversarial Attacks with Audio-to-Audio Models
NeurIPS 2022
Voice Conversion Can Improve ASR in Very Low-Resource Settings
Interspeech 2022
VoiceFixer: A Unified Framework for High-Fidelity Speech Restoration
Interspeech 2022
VoiceLab: Software for Fully Reproducible Automated Voice Analysis
Interspeech 2022
Voicing neutralization in Romanian fricatives across different speech styles
Interspeech 2022
Volumetric-based Contact Point Detection for 7-DoF Grasping
CoRL 2022
VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction
MIDL 2022
VOS: Learning What You Don't Know by Virtual Outlier Synthesis
ICLR 2022
VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel Grids
NeurIPS 2022
VTC-LFC: Vision Transformer Compression with Low-Frequency Components
NeurIPS 2022
W2V2-Light: A Lightweight Version of Wav2vec 2.0 for Automatic Speech Recognition
Interspeech 2022
Walle: An End-to-End, General-Purpose, and Large-Scale Production System for Device-Cloud Collaborative Machine Learning
OSDI 2022
WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation
EMNLP 2022
Washing The Unwashable : On The (Im)possibility of Fairwashing Detection
NeurIPS 2022
Watermarking for Out-of-distribution Detection
NeurIPS 2022
Wavelet Feature Maps Compression for Image-to-Image CNNs
NeurIPS 2022
Wavelet Knowledge Distillation: Towards Efficient Image-to-Image Translation
CVPR 2022
Weakly but Deeply Supervised Occlusion-Reasoned Parametric Road Layouts
CVPR 2022
Weakly Paired Associative Learning for Sound and Image Representations via Bimodal Associative Memory
CVPR 2022
Weakly-Supervised Multi-Granularity Map Learning for Vision-and-Language Navigation
NeurIPS 2022
Weakly Supervised Object Localization As Domain Adaption
CVPR 2022
Weakly Supervised Semantic Segmentation Using Out-of-Distribution Data
CVPR 2022
WebCrawl African : A Multilingual Parallel Corpora for African Languages
EMNLP 2022