Transformers

Discriminative Self-Supervised Pre-Training for Esophagitis Detection in Upper GI Endoscopy Images MIDL 2026 Distillation Dynamics: Towards Understanding Feature-Based Distillation in Vision Transformers AAAI 2026 Distilling Offline Action Detection Models into Real-Time Streaming Models WACV 2026 DiT360: High-Fidelity Panoramic Image Generation via Hybrid Training CVPR 2026 DiTEA: Mixture-of-Experts for Vision-Language-Action Model in Robotic Manipulation AAAI 2026 DiT-IC: Aligned Diffusion Transformer for Efficient Image Compression CVPR 2026 DiT-VTON: Diffusion Transformer Framework for Unified Multi-Category Virtual Try-On and Virtual Try-All with Integrated Image Editing WACV 2026 DLVINet: Advancing Dual-Lens Video Inpainting Beyond Parallax Constraints AAAI 2026 DMGIN: How Multimodal LLMs Enhance Large Recommendation Models for Lifelong User Post-click Behaviors AAAI 2026 DocPolarBERT: A Pre-trained Model for Document Understanding with Relative Polar Coordinate Encoding of Layout Structures EACL 2026 Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute AAAI 2026 DreamSR: Towards Ultra-High-Resolution Image Super-Resolution via a Receptive-Field Enhanced Diffusion Transformer CVPR 2026 Drive-R1: Bridging Reasoning and Planning in VLMs for Autonomous Driving with Reinforcement Learning AAAI 2026 Driving on Registers CVPR 2026 Driving with Advice: Large Model as Motion Advisor for Joint Planning AAAI 2026 Dr.Occ: Depth- and Region-Guided 3D Occupancy from Surround-View Cameras for Autonomous Driving CVPR 2026 DTC-WSI: Dynamic Token Compression for Whole-Slide Images MIDL 2026 DTTNet: Improving Video Shadow Detection via Dark-Aware Guidance and Tokenized Temporal Modeling AAAI 2026 Dual-branch Distilled Transformer for Efficient Asymmetric UAV Tracking CVPR 2026 Dual-branch Spatial-Temporal Self-supervised Representation for Enhanced Road Network Learning AAAI 2026 Dual-Channel Learning Framework for Zero-Shot CircRNA-miRNA Interaction Prediction via State Space Modeling AAAI 2026 DuoCast: Duo-Probabilistic Diffusion for Precipitation Nowcasting AAAI 2026 DyFCLT: Dynamic Frequency-Decoupled Cross-Modal Learning Transformer for Multimodal Tiny Object Detection CVPR 2026 Dynamic Semantic Tokenization for Time Series via Elastic Sampling on Physics-aware Perception AAAI 2026 E³SAM2: Entropy-Aware and Edge-Guided Adaptation of SAM2 for Echocardiography Video Segmentation AAAI 2026