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Pretraining

2,483 papers

Papers per year

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Papers

Reproducibility of the Methods in Medical Imaging with Deep Learning. MIDL 2023
Frozen Language Model Helps ECG Zero-Shot Learning MIDL 2023
Video pretraining advances 3D deep learning on chest CT tasks MIDL 2023
SegPrompt: Using Segmentation Map as a Better Prompt to Finetune Deep Models for Kidney Stone Classification MIDL 2023
EEG to fMRI Synthesis Benefits from Attentional Graphs of Electrode Relationships MLHC 2023
Detecting Heart Disease from Multi-View Ultrasound Images via Supervised Attention Multiple Instance Learning MLHC 2023
Reducing Contextual Bias in Cardiac Magnetic Resonance Imaging Deep Learning Using Contrastive Self-Supervision MLHC 2023
BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing NSDI 2023
ModelKeeper: Accelerating DNN Training via Automated Training Warmup NSDI 2023
LEAP Hand: Low-Cost, Efficient, and Anthropomorphic Hand for Robot Learning RSS 2023
BERTastic at SemEval-2023 Task 3: Fine-Tuning Pretrained Multilingual Transformers Does Order Matter? SEMEVAL 2023
Team QUST at SemEval-2023 Task 3: A Comprehensive Study of Monolingual and Multilingual Approaches for Detecting Online News Genre, Framing and Persuasion Techniques SEMEVAL 2023
RIGA at SemEval-2023 Task 2: NER Enhanced with GPT-3 SEMEVAL 2023
AntContentTech at SemEval-2023 Task 6: Domain-adaptive Pretraining and Auxiliary-task Learning for Understanding Indian Legal Texts SEMEVAL 2023
IUST_NLP at SemEval-2023 Task 10: Explainable Detecting Sexism with Transformers and Task-adaptive Pretraining SEMEVAL 2023
Andronicus of Rhodes at SemEval-2023 Task 4: Transformer-Based Human Value Detection Using Four Different Neural Network Architectures SEMEVAL 2023
Appeal for Attention at SemEval-2023 Task 3: Data augmentation extension strategies for detection of online news persuasion techniques SEMEVAL 2023
LTRC at SemEval-2023 Task 6: Experiments with Ensemble Embeddings SEMEVAL 2023
mCPT at SemEval-2023 Task 3: Multilingual Label-Aware Contrastive Pre-Training of Transformers for Few- and Zero-shot Framing Detection SEMEVAL 2023
Logit-based ensemble distribution distillation for robust autoregressive sequence uncertainties UAI 2023
Progressive Video Summarization via Multimodal Self-Supervised Learning WACV 2023
Do Pre-Trained Models Benefit Equally in Continual Learning? WACV 2023
Multi-View Photometric Stereo Revisited WACV 2023
EventPoint: Self-Supervised Interest Point Detection and Description for Event-Based Camera WACV 2023
Self-Supervised Pyramid Representation Learning for Multi-Label Visual Analysis and Beyond WACV 2023