Model Merging

Knowledge Distillation for Object Detection via Rank Mimicking and Prediction-Guided Feature Imitation AAAI 2022 Merging Models with Fisher-Weighted Averaging NeurIPS 2022 MetaFinger: Fingerprinting the Deep Neural Networks with Meta-training IJCAI 2022 MLink: Linking Black-Box Models for Collaborative Multi-Model Inference AAAI 2022 Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time ICML 2022 Model Stealing Defense against Exploiting Information Leak through the Interpretation of Deep Neural Nets IJCAI 2022 NLP@UIT at FigLang-EMNLP 2022: A Divide-and-Conquer System For Shared Task On Understanding Figurative Language EMNLP 2022 Patching open-vocabulary models by interpolating weights NeurIPS 2022 Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks NeurIPS 2022 Pruning Adatperfusion with Lottery Ticket Hypothesis NAACL 2022 Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural Reparameterization IJCAI 2022 SASV Based on Pre-trained ASV System and Integrated Scoring Module Interspeech 2022 SeqL at SemEval-2022 Task 11: An Ensemble of Transformer Based Models for Complex Named Entity Recognition Task SemEval 2022 SFE-AI at SemEval-2022 Task 11: Low-Resource Named Entity Recognition using Large Pre-trained Language Models SemEval 2022 Sparse Winning Tickets are Data-Efficient Image Recognizers NeurIPS 2022 SPDB Innovation Lab at SemEval-2022 Task 3: Recognize Appropriate Taxonomic Relations Between Two Nominal Arguments with ERNIE-M Model SemEval 2022 Task Adaptive Parameter Sharing for Multi-Task Learning CVPR 2022 TCU at SemEval-2022 Task 8: A Stacking Ensemble Transformer Model for Multilingual News Article Similarity SemEval 2022 Transferability Metrics for Selecting Source Model Ensembles CVPR 2022 XPrompt: Exploring the Extreme of Prompt Tuning EMNLP 2022 Against Membership Inference Attack: Pruning is All You Need IJCAI 2021 Boosting Ensemble Accuracy by Revisiting Ensemble Diversity Metrics CVPR 2021 Continual Learning via Local Module Composition NeurIPS 2021 CSECU-DSG at SemEval-2021 Task 1: Fusion of Transformer Models for Lexical Complexity Prediction SemEval 2021 Deeplite NeutrinoTM: A BlackBox Framework for Constrained Deep Learning Model Optimization AAAI 2021