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Pretraining

2471 directly classified papers

Papers per year

Papers

DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing AAAI 2024
BOK-VQA: Bilingual outside Knowledge-Based Visual Question Answering via Graph Representation Pretraining AAAI 2024
HGPrompt: Bridging Homogeneous and Heterogeneous Graphs for Few-Shot Prompt Learning AAAI 2024
Teacher as a Lenient Expert: Teacher-Agnostic Data-Free Knowledge Distillation AAAI 2024
DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models EMNLP 2024
TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning AAAI 2024
Agile Multi-Source-Free Domain Adaptation AAAI 2024
Deep Learning-Based Alternative Route Computation AISTATS 2024
AdapterGNN: Parameter-Efficient Fine-Tuning Improves Generalization in GNNs AAAI 2024
NN-Steiner: A Mixed Neural-Algorithmic Approach for the Rectilinear Steiner Minimum Tree Problem AAAI 2024
Gradients of Functions of Large Matrices NIPS 2024
ASOS at OSACT6 Shared Task: Investigation of Data Augmentation in Arabic Dialect-MSA Translation COLING 2024
One Step Learning, One Step Review AAAI 2024
PrefAce: Face-Centric Pretraining with Self-Structure Aware Distillation AAAI 2024
BOLD: Boolean Logic Deep Learning NIPS 2024
DTL: Disentangled Transfer Learning for Visual Recognition AAAI 2024
SNN-PDE: Learning Dynamic PDEs from Data with Simplicial Neural Networks AAAI 2024
CI-STHPAN: Pre-trained Attention Network for Stock Selection with Channel-Independent Spatio-Temporal Hypergraph AAAI 2024
A Diffusion-Based Pre-training Framework for Crystal Property Prediction AAAI 2024
ShefCDTeam at SemEval-2024 Task 4: A Text-to-Text Model for Multi-Label Classification SEMEVAL 2024
Enhancing Multi-Scale Diffusion Prediction via Sequential Hypergraphs and Adversarial Learning AAAI 2024
Uncertainty-Aware Yield Prediction with Multimodal Molecular Features AAAI 2024
On the Generalization Ability of Unsupervised Pretraining AISTATS 2024
IITK at SemEval-2024 Task 1: Contrastive Learning and Autoencoders for Semantic Textual Relatedness in Multilingual Texts SEMEVAL 2024
Instruction Pre-Training: Language Models are Supervised Multitask Learners EMNLP 2024