model fusion

PARROT: Synergizing Mamba and Attention-based SSL Pre-Trained Models via Parallel Branch Hadamard Optimal Transport for Speech Emotion Recognition Interspeech 2025 Weighted-Reward Preference Optimization for Implicit Model Fusion ICLR 2025 A Federated Learning Approach to Privacy Preserving Offensive Language Identification COLING 2024 Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration NeurIPS 2024 Exploring and Exploiting the Asymmetric Valley of Deep Neural Networks NeurIPS 2024 FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion NeurIPS 2024 Fuse to Forget: Bias Reduction and Selective Memorization through Model Fusion EMNLP 2024 Fusing Models with Complementary Expertise ICLR 2024 Heterogeneity over Homogeneity: Investigating Multilingual Speech Pre-Trained Models for Detecting Audio Deepfake NAACL 2024 Jointly Training Large Autoregressive Multimodal Models ICLR 2024 Learnable Layer Selection and Model Fusion for Speech Self-Supervised Learning Models Interspeech 2024 Mixture of LoRA Experts ICLR 2024 Model Fusion through Bayesian Optimization in Language Model Fine-Tuning NeurIPS 2024 Parameter-Efficient Multi-Task Model Fusion with Partial Linearization ICLR 2024 Unleashing the Potentials of Likelihood Composition for Multi-modal Language Models EMNLP 2024 URG: A Unified Ranking and Generation Method for Ensembling Language Models ACL 2024 Description and analysis of the KPT system for NIST Language Recognition Evaluation 2022 Interspeech 2023 Document-Level Language Models for Machine Translation EMNLP 2023 Exploring the Impact of Pretrained Models and Web-Scraped Data for the 2022 NIST Language Recognition Evaluation Interspeech 2023 Howard University Computer Science at SemEval-2023 Task 12: A 2-Step System Design for Multilingual Sentiment Classification with Language Identification SemEval 2023 Learning Cross-lingual Mappings for Data Augmentation to Improve Low-Resource Speech Recognition Interspeech 2023 MagicFusion: Boosting Text-to-Image Generation Performance by Fusing Diffusion Models ICCV 2023 MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation NeurIPS 2023 OTF: Optimal Transport based Fusion of Supervised and Self-Supervised Learning Models for Automatic Speech Recognition Interspeech 2023 PingAnLifeInsurance at SemEval-2023 Task 12: Sentiment Analysis for Low-resource African Languages with Multi-Model Fusion SemEval 2023