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Model Merging

558 papers

Papers per year

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32
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Papers

PQK: Model Compression via Pruning, Quantization, and Knowledge Distillation INTERSPEECH 2021
Model Linkage Selection for Cooperative Learning JMLR 2021
IAPUCP at SemEval-2021 Task 1: Stacking Fine-Tuned Transformers is Almost All You Need for Lexical Complexity Prediction SEMEVAL 2021
ReCAM@IITK at SemEval-2021 Task 4: BERT and ALBERT based Ensemble for Abstract Word Prediction SEMEVAL 2021
THiFly_Queens at SemEval-2021 Task 9: Two-stage Statement Verification with Adaptive Ensembling and Slot-based Operation SEMEVAL 2021
CSECU-DSG at SemEval-2021 Task 1: Fusion of Transformer Models for Lexical Complexity Prediction SEMEVAL 2021
MIPT-NSU-UTMN at SemEval-2021 Task 5: Ensembling Learning with Pre-trained Language Models for Toxic Spans Detection SEMEVAL 2021
Lone Pine at SemEval-2021 Task 5: Fine-Grained Detection of Hate Speech Using BERToxic SEMEVAL 2021
SRPOL DIALOGUE SYSTEMS at SemEval-2021 Task 5: Automatic Generation of Training Data for Toxic Spans Detection SEMEVAL 2021
UTNLP at SemEval-2021 Task 5: A Comparative Analysis of Toxic Span Detection using Attention-based, Named Entity Recognition, and Ensemble Models SEMEVAL 2021
EndTimes at SemEval-2021 Task 7: Detecting and Rating Humor and Offense with BERT and Ensembles SEMEVAL 2021
Global explanations with decision rules: a co-learning approach UAI 2021
AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning NIPS 2020
Understanding and Exploring the Network with Stochastic Architectures NIPS 2020
Supermasks in Superposition NIPS 2020
The Diversified Ensemble Neural Network NIPS 2020
Collegial Ensembles NIPS 2020
Model Fusion via Optimal Transport NIPS 2020
Robot Action Selection Learning via Layered Dimension Informed Program Synthesis CORL 2020
Dynamic Network Pruning with Interpretable Layerwise Channel Selection AAAI 2020
Knowledge Distillation from Internal Representations AAAI 2020
Learning Sparse Sharing Architectures for Multiple Tasks AAAI 2020
Incremental Multi-Domain Learning with Network Latent Tensor Factorization AAAI 2020
FusionDN: A Unified Densely Connected Network for Image Fusion AAAI 2020
Model Watermarking for Image Processing Networks AAAI 2020