-news-

abstract

advanced-methods

application-of-model-merging-in-different-machine-learning-subfields

application-of-model-merging-in-foundation-models

architecture-transformation

basic-merging-methods

benchmarkevaluation

better-fine-tuning

citation

combine-the-capabilities-of-expert-llms

combine-the-capabilities-of-expert-mllms

contact

deepfake-detection

detoxification-of-llms

during-merging-methods

enhancing-motion-modeling

enhancing-the-faithfulness-or-generation-quality-of-diffusion-models

faster-reasoning-of-llms

faster-training-of-llms

framework

human-preference-alignment-for-llms

improving-computational-efficiency-of-moe-based-llm

knowledge-editingunlearning-of-llms

linearization-fine-tuning

llm-agent-merging

mixing-datasets-via-model-merging

model-merging-as-a-defense-or-intellectual-property-protection

model-merging-as-an-attack

model-merging-for-better-domain-generalization-or-domain-adaptation

model-merging-for-better-out-of-distribution-generalization

model-merging-for-cross-modal-knowledge-transfer

model-merging-for-cross-task-generalization-in-few-shot-learning

model-merging-for-cross-task-generalization-in-zero-shot-learning

model-merging-for-knowledge-transfer-in-auxiliary-learning

model-merging-for-knowledge-transfer-in-multi-domain-learning

model-merging-for-knowledge-transfer-in-multi-objective-optimization

model-merging-for-knowledge-transfer-in-multi-task-learning

model-merging-for-local-knowledge-aggregation

model-merging-for-multimodal-fusion

model-merging-in-adversarial-learning

model-merging-in-continual-learning

model-merging-in-embodied-models

model-merging-in-federated-learning

model-merging-in-image-generative-models

model-merging-in-large-language-models

model-merging-in-multi-taskmulti-objectivemulti-domainauxiliary-learning

model-merging-in-multimodal-large-language-models

model-merging-in-out-of-distributiondomain-generalization

model-merging-in-video-generative-models

model-merging-in-zero-shotfew-shot-learning

model-merging-to-mitigate-catastrophic-forgetting

other-applications

other-merging-methods

others

post-calibration-based-methods

pre-merging-methods

readme-ov-file

reducing-training-cost-of-generative-models

routing-based-merging-methods-dynamic-merging

sharpness-aware-fine-tuning

start-of-content

style-mixing-in-generative-models

subspace-based-merging-method-sparse-or-low-rank-subspace

subspace-fine-tuning

survey

theories-or-analysis-of-model-merging

weight-alignment

weighted-based-merging-methods