Transfer Learning

Frame Order Matters: A Temporal Sequence-Aware Model for Few-Shot Action Recognition AAAI 2025 FRAMES-VQA: Benchmarking Fine-Tuning Robustness across Multi-Modal Shifts in Visual Question Answering CVPR 2025 Free on the Fly: Enhancing Flexibility in Test-Time Adaptation with Online EM CVPR 2025 FRET: Feature Redundancy Elimination for Test Time Adaptation ICCV 2025 From Holistic to Localized: Local Enhanced Adapters for Efficient Visual Instruction Fine-Tuning ICCV 2025 From Measurement to Mitigation: Exploring the Transferability of Debiasing Approaches to Gender Bias in Maltese Language Models ACL 2025 From PEFT to DEFT: Parameter Efficient Finetuning for Reducing Activation Density in Transformers AAAI 2025 From SALAMANDRA to SALAMANDRATA: BSC Submission for WMT25 General Machine Translation Shared Task EMNLP 2025 FT-MDT: Extracting Decision Trees from Medical Texts via a Novel Low-rank Adaptation Method EMNLP 2025 Fully Test-time Adaptation for Tabular Data AAAI 2025 Function Encoders: A Principled Approach to Transfer Learning in Hilbert Spaces ICML 2025 Fuse Before Transfer: Knowledge Fusion for Heterogeneous Distillation ICCV 2025 GCD: Advancing Vision-Language Models for Incremental Object Detection via Global Alignment and Correspondence Distillation AAAI 2025 Generalizable Multi-Camera 3D Object Detection from a Single Source via Fourier Cross-View Learning ICML 2025 Generalized Tensor-based Parameter-Efficient Fine-Tuning via Lie Group Transformations ICCV 2025 Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning CVPR 2025 Generating Multi-Image Synthetic Data for Text-to-Image Customization ICCV 2025 GeoBEV: Learning Geometric BEV Representation for Multi-view 3D Object Detection AAAI 2025 Geometric Alignment and Prior Modulation for View-Guided Point Cloud Completion on Unseen Categories ICCV 2025 Glider: Global and Local Instruction-Driven Expert Router EMNLP 2025 GMAP: Generalized Manipulation of Articulated Objects in Robotic Using Pre-trained Model AAAI 2025 GOAL: Global-local Object Alignment Learning CVPR 2025 Gradient Flush at Slavic NLP 2025 Task: Leveraging Slavic BERT and Translation for Persuasion Techniques Classification ACL 2025 Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing ICCV 2025 Growing Through Experience: Scaling Episodic Grounding in Language Models ACL 2025