Deep Learning

One Algorithm to Align Them All CVPR 2026 One-by-One Stainer: A Fast and Hallucination Resilient Domain Adaptation Method for Histopathology MIDL 2026 OneCAT: Decoder-Only Auto-Regressive Model for Unified Understanding and Generation CVPR 2026 One-Cycle Structured Pruning via Stability-Driven Subnetwork Search WACV 2026 One for All: Synthesis-Free Fingerprint Learning for Attribution of In-the-Wild Synthetic Images AAAI 2026 OneHOI: Unifying Human-Object Interaction Generation and Editing CVPR 2026 One Layer's Trash is Another Layer's Treasure: Adaptive Layer-wise Visual Token Selection in LVLMs CVPR 2026 OneLIP: Unlocking and Improving Long-Text Representations of CLIP via One-Stage Adaptation AAAI 2026 One Model, Many Budgets: Elastic Latent Interfaces for Diffusion Transformers CVPR 2026 One Pair Suffices: Unlocking Universal Zero-Shot Translation via Cross-Architecture Alignment ACL 2026 One Patch to Caption Them All: A Unified Zero-Shot Captioning Framework CVPR 2026 One-Shot Federated Learning based on Random Feature Extractor UAI 2026 One-Shot Fine-Grained Re-Identification of Paint Marked Honey Bees using Vision Foundation Models WACV 2026 One-shot Portrait Stylizaiton via Geometric Alignment WACV 2026 One-Shot Refiner: Boosting Feed-forward Novel View Synthesis via One-Step Diffusion AAAI 2026 OneSparse: A Unified Framework for Sparse Activation Layers in Vision Models CVPR 2026 One-Step Diffusion Transformer for Controllable Real-World Image Super-Resolution CVPR 2026 One-step Nonautoregressive Natural Language Generation with Shortcut Flow Matching Models ACL 2026 OneStory: Coherent Multi-Shot Video Generation with Adaptive Memory CVPR 2026 OneSug: The Unified End-to-End Generative Framework for E-commerce Query Suggestion AAAI 2026 One Task Vector is not Enough: A Large-Scale Study for In-Context Learning ACL 2026 One-to-All Animation: Alignment-Free Character Animation and Image Pose Transfer CVPR 2026 One Tokenizer To Rule Them All: Emergent Language Plasticity via Multilingual Tokenizers ACL 2026 One-to-More: High-Fidelity Training-Free Anomaly Generation with Attention Control CVPR 2026 Online3R: Online Learning for Consistent Sequential Reconstruction Based on Geometry Foundation Model CVPR 2026