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
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'25
Papers (including subtopics)
L-TTA: Lightweight Test-Time Adaptation Using a Versatile Stem Layer
NeurIPS 2024
LucidAction: A Hierarchical and Multi-model Dataset for Comprehensive Action Quality Assessment
NeurIPS 2024
LungAdapter: Efficient Adapting Audio Spectrogram Transformer for Lung Sound Classification
Interspeech 2024
LUT-GEMM: Quantized Matrix Multiplication based on LUTs for Efficient Inference in Large-Scale Generative Language Models
ICLR 2024
LUWA Dataset: Learning Lithic Use-Wear Analysis on Microscopic Images
CVPR 2024
M2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning
EMNLP 2024
M2QA: Multi-domain Multilingual Question Answering
EMNLP 2024
M3D: Dataset Condensation by Minimizing Maximum Mean Discrepancy
AAAI 2024
M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation
ACL 2024
M3LEO: A Multi-Modal, Multi-Label Earth Observation Dataset Integrating Interferometric SAR and Multispectral Data
NeurIPS 2024
M3T: A New Benchmark Dataset for Multi-Modal Document-Level Machine Translation
NAACL 2024
M3-UDA: A New Benchmark for Unsupervised Domain Adaptive Fetal Cardiac Structure Detection
CVPR 2024
Machine Learning-Powered Combinatorial Clock Auction
AAAI 2024
Machine Translation Hallucination Detection for Low and High Resource Languages using Large Language Models
EMNLP 2024
Machine Unlearning: Challenges in Data Quality and Access
IJCAI 2024
Machine Unlearning of Pre-trained Large Language Models
ACL 2024
Machine Unlearning via Null Space Calibration
IJCAI 2024
MACP: Efficient Model Adaptation for Cooperative Perception
WACV 2024
MadEye: Boosting Live Video Analytics Accuracy with Adaptive Camera Configurations
NSDI 2024
MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating Vision-Language Transformer
CVPR 2024
Maestro: Uncovering Low-Rank Structures via Trainable Decomposition
ICML 2024
MAFIA: Multi-Adapter Fused Inclusive Language Models
EACL 2024
MAGE: Machine-generated Text Detection in the Wild
ACL 2024
MaGIC: Multi-modality Guided Image Completion
ICLR 2024
MagMax: Leveraging Model Merging for Seamless Continual Learning
ECCV 2024