← Techniques
Deep Learning › Techniques ›

Pretraining

2471 directly classified papers

Papers per year

Papers

UniPre3D: Unified Pre-training of 3D Point Cloud Models with Cross-Modal Gaussian Splatting CVPR 2025
DistilVPR: Cross-Modal Knowledge Distillation for Visual Place Recognition AAAI 2024
It’s Time to Take Action: Acoustic Modeling of Motor Verbs to Detect Parkinson’s Disease INTERSPEECH 2024
MPGraf: a Modular and Pre-trained Graphformer for Learning to Rank at Web-scale (Extended Abstract) IJCAI 2024
Unveiling the Role of Pretraining in Direct Speech Translation EMNLP 2024
Enhancing Dysarthric Speech Recognition for Unseen Speakers via Prototype-Based Adaptation INTERSPEECH 2024
MorphingMinds at SemEval-2024 Task 10: Emotion Recognition in Conversation in Hindi-English Code-Mixed Conversations SEMEVAL 2024
USTC-BUPT at SemEval-2024 Task 8: Enhancing Machine-Generated Text Detection via Domain Adversarial Neural Networks and LLM Embeddings SEMEVAL 2024
Fine-Tuning Strategies for Dutch Dysarthric Speech Recognition: Evaluating the Impact of Healthy, Disease-Specific, and Speaker-Specific Data INTERSPEECH 2024
Accurate and Well-Calibrated ICD Code Assignment Through Attention Over Diverse Label Embeddings EACL 2024
ignore at SemEval-2024 Task 5: A Legal Classification Model with Summary Generation and Contrastive Learning SEMEVAL 2024
A Survey on Efficient Federated Learning Methods for Foundation Model Training IJCAI 2024
UMUTeam at SemEval-2024 Task 8: Combining Transformers and Syntax Features for Machine-Generated Text Detection SEMEVAL 2024
On improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models NIPS 2024
A layer-wise analysis of Mandarin and English suprasegmentals in SSL speech models INTERSPEECH 2024
Offline and Online Optical Flow Enhancement for Deep Video Compression AAAI 2024
Sharif-STR at SemEval-2024 Task 1: Transformer as a Regression Model for Fine-Grained Scoring of Textual Semantic Relations SEMEVAL 2024
Bootstrap Your Own PLM: Boosting Semantic Features of PLMs for Unsuperivsed Contrastive Learning EACL 2024
Neural Collapse Inspired Feature Alignment for Out-of-Distribution Generalization NIPS 2024
Learning for CasADi: Data-driven Models in Numerical Optimization L4DC 2024
A Comparative Analysis of Bilingual and Trilingual Wav2Vec Models for Automatic Speech Recognition in Multilingual Oral History Archives INTERSPEECH 2024
Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification NIPS 2024
Learning Manipulation by Predicting Interaction RSS 2024
Relationship Prompt Learning is Enough for Open-Vocabulary Semantic Segmentation NIPS 2024
FedPFT: Federated Proxy Fine-Tuning of Foundation Models IJCAI 2024