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)
FasterRisk: Fast and Accurate Interpretable Risk Scores
NeurIPS 2022
Faster Unbalanced Optimal Transport: Translation invariant Sinkhorn and 1-D Frank-Wolfe
AISTATS 2022
Fast Fourier Transform Reductions for Bayesian Network Inference
AISTATS 2022
Fast Light-Weight Near-Field Photometric Stereo
CVPR 2022
Fast Lossless Neural Compression with Integer-Only Discrete Flows
ICML 2022
Fast Monte-Carlo Approximation of the Attention Mechanism
AAAI 2022
Fast Nearest Neighbor Machine Translation
ACL 2022
Fast Neural Kernel Embeddings for General Activations
NeurIPS 2022
Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation
Interspeech 2022
Fast Relative Entropy Coding with A* coding
ICML 2022
Fast Vision Transformers with HiLo Attention
NeurIPS 2022
Fast Vocabulary Transfer for Language Model Compression
EMNLP 2022
FAtNet: Cost-Effective Approach Towards Mitigating the Linguistic Bias in Speaker Verification Systems
NAACL 2022
F-coref: Fast, Accurate and Easy to Use Coreference Resolution
AACL 2022
Feature Distillation Interaction Weighting Network for Lightweight Image Super-resolution
AAAI 2022
Feature Distribution Matching for Federated Domain
Generalization
ACML 2022
Feature Generation and Hypothesis Verification for Reliable Face Anti-spoofing
AAAI 2022
Features or Spurious Artifacts? Data-centric Baselines for Fair and Robust Hate Speech Detection
NAACL 2022
Feature Statistics Mixing Regularization for Generative Adversarial Networks
CVPR 2022
FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated Learning
IJCAI 2022
FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server
IJCAI 2022
Federated Class-Incremental Learning
CVPR 2022
Federated Domain Adaptation for ASR with Full Self-Supervision
Interspeech 2022
Federated Dynamic Sparse Training: Computing Less, Communicating Less, Yet Learning Better
AAAI 2022
Federated Learning for Face Recognition with Gradient Correction
AAAI 2022