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)
Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue StateTracking
NAACL 2021
Leveraging Sparse Linear Layers for Debuggable Deep Networks
ICML 2021
Lexical Density Analysis of Word Productions in Japanese English Using Acoustic Word Embeddings
Interspeech 2021
LexiClean: An annotation tool for rapid multi-task lexical normalisation
EMNLP 2021
LiDAR-Aug: A General Rendering-Based Augmentation Framework for 3D Object Detection
CVPR 2021
Lifelong Domain Adaptation via Consolidated Internal Distribution
NeurIPS 2021
Lifelong Person Re-Identification via Adaptive Knowledge Accumulation
CVPR 2021
LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval
NAACL 2021
LightSeq: A High Performance Inference Library for Transformers
NAACL 2021
LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search
CVPR 2021
Lightweight Adapter Tuning for Multilingual Speech Translation
ACL 2021
Lightweight Models for Multimodal Sequential Data
EACL 2021
LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts and Images using CLIP features
SemEval 2021
Limitations of Knowledge Distillation for Zero-shot Transfer Learning
EMNLP 2021
Limitations of Post-Hoc Feature Alignment for Robustness
CVPR 2021
Linear Convergence in Federated Learning: Tackling Client Heterogeneity and Sparse Gradients
NeurIPS 2021
Linearly Replaceable Filters for Deep Network Channel Pruning
AAAI 2021
Linear Models are Robust Optimal Under Strategic Behavior
AISTATS 2021
Linear Regression Games: Convergence Guarantees to Approximate Out-of-Distribution Solutions
AISTATS 2021
Linguistic Complexity Loss in Text-Based Therapy
NAACL 2021
Lipschitz Continuity Guided Knowledge Distillation
ICCV 2021
Lips Don't Lie: A Generalisable and Robust Approach To Face Forgery Detection
CVPR 2021
LISN @ WMT 2021
EMNLP 2021
Lite-HRNet: A Lightweight High-Resolution Network
CVPR 2021
Littlestone Classes are Privately Online Learnable
NeurIPS 2021