training-free method

An Enhanced Training-Free Pipeline for Entity Recognition and Linking: A Low-Resource Case Study – 20-th Century Historical Medical Texts EACL 2026 APVR: Hour-Level Long Video Understanding with Adaptive Pivot Visual Information Retrieval AAAI 2026 D2Cache: Second-Order Delta Caching for Higher Video Diffusion Acceleration CVPR 2026 Just-in-Time: Training-Free Spatial Acceleration for Diffusion Transformers CVPR 2026 LLMs Enable Bag-of-Texts Representations for Short-Text Clustering ACL 2026 Mitigating Perception Bias: A Training-Free Approach to Enhance LMM for Image Quality Assessment AAAI 2026 Oscillation Inversion: Training-Free Image and Video Enhancement Through Oscillated Latents in Large Flow Models AAAI 2026 ReAttnCLIP: Training-Free Open-Vocabulary Remote Sensing Image Segmentation via Re-defined Attention in CLIP CVPR 2026 Scaling the Long Video Understanding of Multimodal Large Language Models via Visual Memory Mechanism CVPR 2026 Semantic Alignment for Pose-Invariant Identity Preserving Diffusion CVPR 2026 Sparse3DPR: Training-Free 3D Hierarchical Scene Parsing and Task-Adaptive Subgraph Reasoning from Sparse RGB Views AAAI 2026 AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free Real-world Low-light Image Enhancement AAAI 2025 A Training-Free Length Extrapolation Approach for LLMs: Greedy Attention Logit Interpolation EMNLP 2025 A Training-free LLM-based Approach to General Chinese Character Error Correction ACL 2025 ByTheWay: Boost Your Text-to-Video Generation Model to Higher Quality in a Training-free Way CVPR 2025 Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning ACL 2025 Decoupling Training-Free Guided Diffusion by ADMM CVPR 2025 Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Large Language Models AAAI 2025 DualCIR: Enhancing Training-Free Composed Image Retrieval via Dual-Directional Descriptions WACV 2025 Extending LLM Context Window with Adaptive Grouped Positional Encoding: A Training-Free Method ACL 2025 FreePCA: Integrating Consistency Information across Long-short Frames in Training-free Long Video Generation via Principal Component Analysis CVPR 2025 Frequency-Guided Diffusion for Training-Free Text-Driven Image Translation ICCV 2025 ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models CVPR 2025 KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model’s Reasoning Path Aggregation ACL 2025 KV-Edit: Training-Free Image Editing for Precise Background Preservation ICCV 2025