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)
Learning to Unlearn: Instance-Wise Unlearning for Pre-trained Classifiers
AAAI 2024
Learning Transferable Representations for Image Anomaly Localization Using Dense Pretraining
WACV 2024
Learning Under Random Distributional Shifts
AISTATS 2024
Learning with Adaptive Resource Allocation
ICML 2024
Learning with a linear loss function: excess risk and estimation bounds for ERM, minmax MOM and their regularized versions with applications to robustness in sparse PCA.
JMLR 2024
Learning with Mixture of Prototypes for Out-of-Distribution Detection
ICLR 2024
Learning with Noisy Labels Using Hyperspherical Margin Weighting
AAAI 2024
Learn it or Leave it: Module Composition and Pruning for Continual Learning
ACL 2024
Learn To be Efficient: Build Structured Sparsity in Large Language Models
NeurIPS 2024
Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation
CVPR 2024
Learn To Unlearn for Deep Neural Networks: Minimizing Unlearning Interference With Gradient Projection
WACV 2024
Leave-one-out Distinguishability in Machine Learning
ICLR 2024
LEEC for Judicial Fairness: A Legal Element Extraction Dataset with Extensive Extra-Legal Labels
IJCAI 2024
LEGOBench: Scientific Leaderboard Generation Benchmark
EMNLP 2024
LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data Augmentation
ACL 2024
LeMeViT: Efficient Vision Transformer with Learnable Meta Tokens for Remote Sensing Image Interpretation
IJCAI 2024
LEMON: Reviving Stronger and Smaller LMs from Larger LMs with Linear Parameter Fusion
ACL 2024
Length-Aware Multi-Kernel Transformer for Long Document Classification
NAACL 2024
Leo: Online ML-based Traffic Classification at Multi-Terabit Line Rate
NSDI 2024
LERMO: A Novel Web Game for AI-Enhanced Sign Language Recognition
AAAI 2024
Leros: Learning Explicit Reasoning on Synthesized Data for Commonsense Question Answering
COLING 2024
Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation
ICLR 2024
Let All Be Whitened: Multi-Teacher Distillation for Efficient Visual Retrieval
AAAI 2024
Let Me Speak Freely? A Study On The Impact Of Format Restrictions On Large Language Model Performance.
EMNLP 2024
Let the Expert Stick to His Last: Expert-Specialized Fine-Tuning for Sparse Architectural Large Language Models
EMNLP 2024