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Model Merging

552 directly classified papers

Papers per year

Papers

Mavericks at ArAIEval Shared Task: Towards a Safer Digital Space - Transformer Ensemble Models Tackling Deception and Persuasion EMNLP 2023
Batch Model Consolidation: A Multi-Task Model Consolidation Framework CVPR 2023
Bag of Tricks for In-Distribution Calibration of Pretrained Transformers EACL 2023
Darwinian Model Upgrades: Model Evolving with Selective Compatibility AAAI 2023
Stitchable Neural Networks CVPR 2023
Train 'n Trade: Foundations of Parameter Markets NIPS 2023
Model Sparsity Can Simplify Machine Unlearning NIPS 2023
Model Spider: Learning to Rank Pre-Trained Models Efficiently NIPS 2023
SFE-AI at SemEval-2022 Task 11: Low-Resource Named Entity Recognition using Large Pre-trained Language Models SEMEVAL 2022
TCU at SemEval-2022 Task 8: A Stacking Ensemble Transformer Model for Multilingual News Article Similarity SEMEVAL 2022
SPDB Innovation Lab at SemEval-2022 Task 3: Recognize Appropriate Taxonomic Relations Between Two Nominal Arguments with ERNIE-M Model SEMEVAL 2022
AliEdalat at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Fine-tuned Language Models, BERT+BiGRU, and Ensemble Models NAACL 2022
Deep Neural Network Fusion via Graph Matching with Applications to Model Ensemble and Federated Learning ICML 2022
SASV Based on Pre-trained ASV System and Integrated Scoring Module INTERSPEECH 2022
Knowledge Distillation for Object Detection via Rank Mimicking and Prediction-Guided Feature Imitation AAAI 2022
Early-Bird GCNs: Graph-Network Co-optimization towards More Efficient GCN Training and Inference via Drawing Early-Bird Lottery Tickets AAAI 2022
MLink: Linking Black-Box Models for Collaborative Multi-Model Inference AAAI 2022
Ensemble Multi-Relational Graph Neural Networks IJCAI 2022
XPrompt: Exploring the Extreme of Prompt Tuning EMNLP 2022
NLP@UIT at FigLang-EMNLP 2022: A Divide-and-Conquer System For Shared Task On Understanding Figurative Language EMNLP 2022
Pruning Adatperfusion with Lottery Ticket Hypothesis NAACL 2022
A Scalable Model Specialization Framework for Training and Inference using Submodels and its Application to Speech Model Personalization INTERSPEECH 2022
DyTox: Transformers for Continual Learning With DYnamic TOken eXpansion CVPR 2022
DivBO: Diversity-aware CASH for Ensemble Learning NIPS 2022
Merging Models with Fisher-Weighted Averaging NIPS 2022