Transfer Learning

PRISM: Learning a Shared Primitive Space for Transferable Skeleton Action Representation CVPR 2026 PVeRA: Probabilistic Vector-Based Random Matrix Adaptation WACV 2026 Stabilizing Feature Geometry in Noisy Pretrained Models for Robust Downstream Tasks CVPR 2026 Team JAT at SemEval-2026 Task 9: Enhancing Polarization Detection with Cross-Lingual Transfer and Feature Fusion SemEval 2026 Test Time Adaptation Using Adaptive Quantile Recalibration WACV 2026 Text Slider: Efficient and Plug-and-Play Continuous Concept Control for Image/Video Synthesis via LoRA Adapters WACV 2026 Towards High-Fidelity, Identity-Preserving Real-Time Makeup Transfer: Decoupling Style Generation WACV 2026 Transfer Conformal Predictive Inference for Regression JMLR 2026 Transfer Learning via Regularized Random-effects Linear Discriminant Analysis JMLR 2026 Translation or Recitation? Calibrating Evaluation Scores for Machine Translation of Extremely Low-Resource Languages ACL 2026 Understanding Task Transfer in Vision-Language Models CVPR 2026 UniPercept: A Unified Diffusion Model for Generalizable Visual Perception CVPR 2026 Unlocking Pre-trained Weights: Parameter Inheritance for Zero-Shot Initialization CVPR 2026 VideoWorld 2: Learning Transferable Knowledge from Real-world Videos CVPR 2026 300k/ns team at the Crypto Trading Challenge Task: Enhancing the justification of accurate trading decisions through parameter-efficient fine-tuning of reasoning models COLING 2025 3D Test-time Adaptation via Graph Spectral Driven Point Shift ICCV 2025 5%>100%: Breaking Performance Shackles of Full Fine-Tuning on Visual Recognition Tasks CVPR 2025 A4A: Adapter for Adapter Transfer via All-for-All Mapping for Cross-Architecture Models CVPR 2025 Achieving More with Less: Additive Prompt Tuning for Rehearsal-Free Class-Incremental Learning ICCV 2025 Active Learning for Continual Learning: Keeping the Past Alive in the Present ICLR 2025 AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization CVPR 2025 Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation ICML 2025 Adapting General-Purpose Embedding Models to Private Datasets Using Keyword-based Retrieval ACL 2025 Adapting Pre-trained 3D Models for Point Cloud Video Understanding via Cross-frame Spatio-temporal Perception CVPR 2025 Adaptive Parameter Selection for Tuning Vision-Language Models CVPR 2025