Transfer Learning

Skip Tuning: Pre-trained Vision-Language Models are Effective and Efficient Adapters Themselves CVPR 2025 Socialized Coevolution: Advancing a Better World through Cross-Task Collaboration ICML 2025 Soundwave: Less is More for Speech-Text Alignment in LLMs ACL 2025 Speaker Conditioning of Voice Activity Detection via Implicit Separation Interspeech 2025 Speed Up Your Code: Progressive Code Acceleration Through Bidirectional Tree Editing ACL 2025 Spk2SRImgNet: Super-Resolve Dynamic Scene from Spike Stream via Motion Aligned Collaborative Filtering CVPR 2025 Splatter-360: Generalizable 360 Gaussian Splatting for Wide-baseline Panoramic Images CVPR 2025 Stabilizing Holistic Semantics in Diffusion Bridge for Image Inpainting IJCAI 2025 Standing on the Shoulders of Giants: Reprogramming Visual-Language Model for General Deepfake Detection AAAI 2025 Stream Aligner: Efficient Sentence-Level Alignment via Distribution Induction AAAI 2025 Strong Empowered and Aligned Weak Mastered Annotation for Weak-to-Strong Generalization AAAI 2025 Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation ICCV 2025 Structure Balance and Gradient Matching-Based Signed Graph Condensation AAAI 2025 Structure Modeling Approach for UD Parsing of Historical Modern Japanese ACL 2025 SuLoRA: Subspace Low-Rank Adaptation for Parameter-Efficient Fine-Tuning ACL 2025 SUTrack: Towards Simple and Unified Single Object Tracking AAAI 2025 SUWMIT at BioLaySumm2025: Instruction-based Summarization with Contrastive Decoding ACL 2025 SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering AAAI 2025 Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation AAAI 2025 SWIFT: A Scalable Lightweight Infrastructure for Fine-Tuning AAAI 2025 SynAD: Enhancing Real-World End-to-End Autonomous Driving Models through Synthetic Data Integration ICCV 2025 Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training ICCV 2025 Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation ACL 2025 Synthetic Data Generated from CT Scans for Patient Pose Assessment MIDL 2025 SYSTRAN @ WMT 2025 General Translation Task EMNLP 2025