Deep Learning

Soft Orthogonal Low-Rank Adaptation for Knowledge Sharing in Large Language Model Continual Learning ACL 2026 SokraTUM at SemEval-2026 Task 3: A hybrid cascade of Label Distribution Learning, RAG supported generative extraction and contrastive metric learning for dimensional sentiment analysis SemEval 2026 SOLAR: Switchable Output Layer for Accuracy and Robustness in Once-for-All Training WACV 2026 SoliReward: Mitigating Susceptibility to Reward Hacking and Annotation Noise in Video Generation Reward Models CVPR 2026 Solve-Detect-Verify: Inference-Time Scaling with Flexible Generative Verifier ACL 2026 SOMA: Feature Gradient Enhanced Affine-Flow Matching for SAR-Optical Registration AAAI 2026 Sonnet: Spectral Operator Neural Network for Multivariable Time Series Forecasting AAAI 2026 SonoWorld: From One Image to a 3D Audio-Visual Scene CVPR 2026 SOPHY: Generating Simulation-Ready Objects with Physical Materials WACV 2026 Sortblock: Similarity-Aware Feature Reuse for Diffusion Model AAAI 2026 SoS: Analysis of Surface over Semantics in Multilingual Text-To-Image Generation EACL 2026 SOS-LoRA: Static Orthogonal-Subspace Low-Rank Adaptation with Fixed Multi-Scale Scaling ACL 2026 SOTA: Self-adaptive Optimal Transport for Zero-Shot Classification with Multiple Foundation Models CVPR 2026 SounDiT: Geo-Contextual Soundscape-to-Landscape Generation CVPR 2026 Source-Free Graph Foundation Model Adaptation via Pseudo-Source Reconstruction AAAI 2026 Space Alignment Matters: The Missing Piece for Inducing Neural Collapse in Long-Tailed Learning AAAI 2026 SpaceDrive: Infusing Spatial Awareness into VLM-based Autonomous Driving CVPR 2026 SpaceMind: Camera-Guided Modality Fusion for Spatial Reasoning in Vision-Language Models CVPR 2026 SpaceTimePilot: Generative Rendering of Dynamic Scenes Across Space and Time CVPR 2026 SPAN: Spatial-Projection Alignment for Monocular 3D Object Detection CVPR 2026 SPAR-Det: Segmentation-guided and Prior-Aided Routing for Small Object Detection WACV 2026 SPARD: Self-Paced Curriculum for RL Alignment via Integrating Reward Dynamics and Data Utility ACL 2026 SPARD: Single-step Inference with Adaptive Sampling in Residual Diffusion for Human Motion Prediction AAAI 2026 Sparse4DGS: 4D Gaussian Splatting for Sparse-Frame Dynamic Scene Reconstruction AAAI 2026 SparseCam4D: Spatio-Temporally Consistent 4D Reconstruction from Sparse Cameras CVPR 2026