parameter-efficient transfer learning

Beyond Adapter Retrieval: Latent Geometry-Preserving Composition via Sparse Task Projection AAAI 2026 MP-ISMoE: Mixed-Precision Interactive Side Mixture-of-Experts for Efficient Transfer Learning AAAI 2026 TM-Adapter: Temporal Merge Adapter for Efficient Global Temporal Modeling WACV 2026 CALLIC: Content Adaptive Learning for Lossless Image Compression AAAI 2025 CLIP is Almost All You Need: Towards Parameter-Efficient Scene Text Retrieval without OCR CVPR 2025 DM-Adapter: Domain-Aware Mixture-of-Adapters for Text-Based Person Retrieval AAAI 2025 Exploring Vision Semantic Prompt for Efficient Point Cloud Understanding ICML 2025 JEN-1 DreamStyler: Customized Musical Concept Learning via Pivotal Parameters Tuning AAAI 2025 Learning Unified Distance Metric Across Diverse Data Distributions with Parameter-Efficient Transfer Learning WACV 2025 PETALface: Parameter Efficient Transfer Learning for Low-Resolution Face Recognition WACV 2025 Scaling Action Detection: AdaTAD++ with Transformer-Enhanced Temporal-Spatial Adaptation ICCV 2025 Diffusion Tuning: Transferring Diffusion Models via Chain of Forgetting NeurIPS 2024 DTL: Disentangled Transfer Learning for Visual Recognition AAAI 2024 Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis CVPR 2024 Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of Adapters Interspeech 2024 Layer by Layer: Uncovering Where Multi-Task Learning Happens in Instruction-Tuned Large Language Models EMNLP 2024 Leveraging Adapter for Parameter-Efficient ASR Encoder Interspeech 2024 MaPPER: Multimodal Prior-guided Parameter Efficient Tuning for Referring Expression Comprehension EMNLP 2024 Mixtures of Experts for Audio-Visual Learning NeurIPS 2024 MmAP: Multi-Modal Alignment Prompt for Cross-Domain Multi-Task Learning AAAI 2024 Parameter Efficient Adaptation for Image Restoration with Heterogeneous Mixture-of-Experts NeurIPS 2024 Parameter-Efficient Transfer Learning for End-to-end Speech Translation COLING 2024 PEMT: Multi-Task Correlation Guided Mixture-of-Experts Enables Parameter-Efficient Transfer Learning ACL 2024 p-Laplacian Adaptation for Generative Pre-trained Vision-Language Models AAAI 2024 READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling AAAI 2024