conftrace_

model adaptation

174 papers

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Co-occurring keywords

transfer learning (5449) domain adaptation (4595) parameter-efficient fine-tuning (736) model compression (3302) low-rank adaptation (560) large language model (13587) foundation model (735) automatic speech recognition (1774) knowledge distillation (3725) parameter efficient (173)

Papers

Protecting Model Adaptation from Trojans in the Unlabeled Data AAAI 2025
State-offset Tuning: State-based Parameter-Efficient Fine-Tuning for State Space Models ACL 2025
ALPS: Attention Localization and Pruning Strategy for Efficient Adaptation of Large Language Models ACL 2025
Cluster Based Heterogeneous Federated Foundation Model Adaptation and Fine-Tuning AAAI 2025
Idiosyncratic Versus Normative Modeling of Atypical Speech Recognition: Dysarthric Case Studies EMNLP 2025
SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation WACV 2025
A Unifying Perspective on Model Reuse: From Small to Large Pre-Trained Models IJCAI 2025
Parameter Efficient Mamba Tuning via Projector-targeted Diagonal-centric Linear Transformation CVPR 2025
TurboFill: Adapting Few-step Text-to-image Model for Fast Image Inpainting CVPR 2025
TASO: Task-Aligned Sparse Optimization for Parameter-Efficient Model Adaptation EMNLP 2025
SoMA: Singular Value Decomposed Minor Components Adaptation for Domain Generalizable Representation Learning CVPR 2025
Argus: A Compact and Versatile Foundation Model for Vision CVPR 2025
Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning CVPR 2025
Towards Source-Free Machine Unlearning CVPR 2025
SuBiTO: Synopsis-based Training Optimization for Continuous Real-Time Neural Learning over Big Streaming Data AAAI 2025
Generalized Tensor-based Parameter-Efficient Fine-Tuning via Lie Group Transformations ICCV 2025
Towards Higher Effective Rank in Parameter-Efficient Fine-tuning using Khatri-Rao Product ICCV 2025
Parameter-Efficient Fine-Tuning via Circular Convolution ACL 2025
SODA: Spectral Orthogonal Decomposition Adaptation for Diffusion Models WACV 2025
Gamma-Guard: Lightweight Residual Adapters for Robust Guardrails in Large Language Models EMNLP 2025
PAVE: Patching and Adapting Video Large Language Models CVPR 2025
NeuroAda: Activating Each Neuron’s Potential for Parameter-Efficient Fine-Tuning EMNLP 2025
Krikri: Advancing Open Large Language Models for Greek EMNLP 2025
Bootstrapping Grounded Chain-of-Thought in Multimodal LLMs for Data-Efficient Model Adaptation ICCV 2025
Sparsity May Be All You Need: Sparse Random Parameter Adaptation EMNLP 2025