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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Papers (including subtopics)
MAPE-PPI: Towards Effective and Efficient Protein-Protein Interaction Prediction via Microenvironment-Aware Protein Embedding
ICLR 2024
MapLE: Matching Molecular Analogues Promptly with Low Computational Resources by Multi-Metrics Evaluation (Student Abstract)
AAAI 2024
MAPLE: Multilingual Evaluation of Parameter Efficient Finetuning of Large Language Models
ACL 2024
MAP: MAsk-Pruning for Source-Free Model Intellectual Property Protection
CVPR 2024
MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling
CVPR 2024
MARCO: A Memory-Augmented Reinforcement Framework for Combinatorial Optimization
IJCAI 2024
MarkLLM: An Open-Source Toolkit for LLM Watermarking
EMNLP 2024
Markov Knowledge Distillation: Make Nasty Teachers trained by Self-undermining Knowledge Distillation Fully Distillable
ECCV 2024
Mask4Align: Aligned Entity Prompting with Color Masks for Multi-Entity Localization Problems
CVPR 2024
MaskClustering: View Consensus based Mask Graph Clustering for Open-Vocabulary 3D Instance Segmentation
CVPR 2024
Masked Distillation Advances Self-Supervised Transformer Architecture Search
ICLR 2024
Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models
ACL 2024
MaskFactory: Towards High-quality Synthetic Data Generation for Dichotomous Image Segmentation
NeurIPS 2024
Masking Latent Gender Knowledge for Debiasing Image Captioning
NAACL 2024
MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models
NeurIPS 2024
MasonPerplexity at ClimateActivism 2024: Integrating Advanced Ensemble Techniques and Data Augmentation for Climate Activism Stance and Hate Event Identification
EACL 2024
Massively Multilingual Token-Based Typology Using the Parallel Bible Corpus
COLING 2024
MassSpecGym: A benchmark for the discovery and identification of molecules
NeurIPS 2024
MASTER: Market-Guided Stock Transformer for Stock Price Forecasting
AAAI 2024
MAST: Global Scheduling of ML Training across Geo-Distributed Datacenters at Hyperscale
OSDI 2024
MATE: Meet At The Embedding - Connecting Images with Long Texts
EMNLP 2024
Material Palette: Extraction of Materials from a Single Image
CVPR 2024
MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models
NeurIPS 2024
MatFormer: Nested Transformer for Elastic Inference
NeurIPS 2024
MathAttack: Attacking Large Language Models towards Math Solving Ability
AAAI 2024