Deep Learning

SwanNLP at SemEval-2026 Task 5: An LLM-based Framework for Plausibility Scoring in Narrative Word Sense Disambiguation SemEval 2026 SWIFT：A General Sensitive Weight Identification Framework for Fast Sensor-Transfer Pansharpening AAAI 2026 SwiftVideo: A Unified Framework for Few-Step Video Generation Through Trajectory-Distribution Alignment AAAI 2026 SwiftVLA: Unlocking Spatiotemporal Dynamics for Lightweight VLA Models at Minimal Overhead CVPR 2026 SwitchCraft: Training-Free Multi-Event Video Generation with Attention Controls CVPR 2026 SymGS: Leveraging Reflective Symmetries for 3DGS Compression AAAI 2026 SYMI: Efficient Mixture-of-Experts Training via Model and Optimizer State Decoupling NSDI 2026 Symmetrical Flow Matching: Unified Image Generation, Segmentation, and Classification with Score-Based Generative Models AAAI 2026 Symmetry-Aware Transformer Training for Automated Planning AAAI 2026 Symphony-MoE: Harmonizing Disparate Pre-trained Models into a Coherent Mixture-of-Experts AAAI 2026 SyncBrain: Exploring Brain Functional Dynamics Through Neural Oscillatory Synchronization AAAI 2026 SyncDreamer: Controllable and Expressive Avatar Generation Beyond the Talking Head CVPR 2026 SynCLIP: Synonym-Coherent Language-Image Pretraining for Robust Open-Vocabulary Dense Perception CVPR 2026 SyncMos: Scalable Motion Synchronisation for Multi-Agent Scene Interaction CVPR 2026 Syncopate: Efficient Multi-GPU AI Kernels via Automatic Chunk-Centric Compute-Communication Overlap OSDI 2026 SynerDetect: Hierarchical Synergistic Learning for Generalizable AI-Generated Image Detection AAAI 2026 Synergizing Multigrid Algorithms with Vision Transformer: A Novel Approach to Enhance the Seismic Foundation Model AAAI 2026 SynMotion: Semantic-Visual Adaptation for Motion Customized Video Generation CVPR 2026 SynPlay: Large-Scale Synthetic Human Data with Real-World Diversity for Aerial-View Perception WACV 2026 SyntaxMind at SemEval-2026 Task 6: Exploring Transformers and LLMs for Unmasking Political Question Evasions SemEval 2026 SynthAgent: Adapting Web Agents with Synthetic Supervision ACL 2026 Synthetic Curriculum Reinforces Compositional Text-to-Image Generation CVPR 2026 Synthetic Data Fine-Tuning for Effective Team Formation in Enterprises EACL 2026 Synthetic Object Compositions for Scalable and Accurate Learning in Detection, Segmentation, and Grounding CVPR 2026 Synthetic Vasculature and Pathology Enhance Vision-Language Model Reasoning MIDL 2026