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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5
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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)
SeqL at SemEval-2022 Task 11: An Ensemble of Transformer Based Models for Complex Named Entity Recognition Task
SemEval 2022
SeqPATE: Differentially Private Text Generation via Knowledge Distillation
NeurIPS 2022
Sequential Covariate Shift Detection Using Classifier Two-Sample Tests
ICML 2022
Set Based Stochastic Subsampling
ICML 2022
SFE-AI at SemEval-2022 Task 11: Low-Resource Named Entity Recognition using Large Pre-trained Language Models
SemEval 2022
SFSRNet: Super-resolution for Single-Channel Audio Source Separation
AAAI 2022
SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems
AAAI 2022
SGTR: End-to-End Scene Graph Generation With Transformer
CVPR 2022
Shadow Knowledge Distillation: Bridging Offline and Online Knowledge Transfer
NeurIPS 2022
Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class Boundaries
WACV 2022
Shape And Structure Preserving Differential Privacy
NeurIPS 2022
SHAPE: An Unified Approach to Evaluate the Contribution and Cooperation of Individual Modalities
IJCAI 2022
Shape-Coded ArUco: Fiducial Marker for Bridging 2D and 3D Modalities
WACV 2022
Shape From Thermal Radiation: Passive Ranging Using Multi-Spectral LWIR Measurements
CVPR 2022
Shape, Light, and Material Decomposition from Images using Monte Carlo Rendering and Denoising
NeurIPS 2022
SHARE: a System for Hierarchical Assistive Recipe Editing
EMNLP 2022
Sharing Data by Language Family: Data Augmentation for Romance Language Morpheme Segmentation
NAACL 2022
Sharing Decoders: Network Fission for Multi-Task Pixel Prediction
WACV 2022
SHAS: Approaching optimal Segmentation for End-to-End Speech Translation
Interspeech 2022
SHIELD: Defending Textual Neural Networks against Multiple Black-Box Adversarial Attacks with Stochastic Multi-Expert Patcher
ACL 2022
ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks
ICML 2022
SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation
CVPR 2022
Shifted compression framework: generalizations and improvements
UAI 2022
SHINE: SHaring the INverse Estimate from the forward pass for bi-level optimization and implicit models
ICLR 2022
SHORTSTACK: Distributed, Fault-tolerant, Oblivious Data Access
OSDI 2022