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)
StylizedNeRF: Consistent 3D Scene Stylization As Stylized NeRF via 2D-3D Mutual Learning
CVPR 2022
Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition
Interspeech 2022
SubER - A Metric for Automatic Evaluation of Subtitle Quality
ACL 2022
Subgroup Robustness Grows On Trees: An Empirical Baseline Investigation
NeurIPS 2022
Subsidiary Prototype Alignment for Universal Domain Adaptation
NeurIPS 2022
Subspace Differential Privacy
AAAI 2022
SUBS: Subtree Substitution for Compositional Semantic Parsing
NAACL 2022
SUH_ASR@LT-EDI-ACL2022: Transformer based Approach for Speech Recognition for Vulnerable Individuals in Tamil
ACL 2022
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities
ACL 2022
Superposing many tickets into one: A performance booster for sparse neural network training
UAI 2022
Supervised and Unsupervised Evaluation of Synthetic Code-Switching
COLING 2022
Supervised Compression for Resource-Constrained Edge Computing Systems
WACV 2022
Supervised Dimensionality Reduction and Visualization using Centroid-Encoder
JMLR 2022
Surrogate NAS Benchmarks: Going Beyond the Limited Search Spaces of Tabular NAS Benchmarks
ICLR 2022
Survey on Efficient Training of Large Neural Networks
IJCAI 2022
Survey on Graph Neural Network Acceleration: An Algorithmic Perspective
IJCAI 2022
Suum Cuique: Studying Bias in Taboo Detection with a Community Perspective
ACL 2022
SVTR: Scene Text Recognition with a Single Visual Model
IJCAI 2022
SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering
CVPR 2022
SwarmMap: Scaling Up Real-time Collaborative Visual SLAM at the Edge
NSDI 2022
SwiSh: Distributed Shared State Abstractions for Programmable Switches
NSDI 2022
Switch to Generalize: Domain-Switch Learning for Cross-Domain Few-Shot Classification
ICLR 2022
Symbolic Distillation for Learned TCP Congestion Control
NeurIPS 2022
Symbolic Knowledge Distillation: from General Language Models to Commonsense Models
NAACL 2022
Symptom Identification for Interpretable Detection of Multiple Mental Disorders on Social Media
EMNLP 2022