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Papers
Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation
ICML 2025
AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting
ICML 2025
Elucidating the Design Space of Torque-aware Vision-Language-Action Models
CoRL 2025
Enhancing Foundation Models with Federated Domain Knowledge Infusion
ICML 2025
Neutral residues: revisiting adapters for model extension
ICML 2025
On the Duality between Gradient Transformations and Adapters
ICML 2025
Resolving Lexical Bias in Model Editing
ICML 2025
WMAdapter: Adding WaterMark Control to Latent Diffusion Models
ICML 2025
An Empirical Study and Analysis of Text-to-Image Generation Using Large Language Model-Powered Textual Representation
ECCV 2024
BBox-Adapter: Lightweight Adapting for Black-Box Large Language Models
ICML 2024
Bridging Different Language Models and Generative Vision Models for Text-to-Image Generation
ECCV 2024
Direct Distillation between Different Domains
ECCV 2024
Enhancing Storage and Computational Efficiency in Federated Multimodal Learning for Large-Scale Models
ICML 2024
Towards Modular LLMs by Building and Reusing a Library of LoRAs
ICML 2024