Transformers

Mechanistic Dissection of Cross-Attention Subspaces in Text-to-Image Diffusion Models AAAI 2026 MedSpaformer: A Transferable Transformer with Multi-Granularity Token Sparsification for Medical Time Series Classification AAAI 2026 Melodia: Training-Free Music Editing Guided by Attention Probing in Diffusion Models AAAI 2026 Memorization and Expressivity in Transformers: A Learning-Theoretic Perspective AAAI 2026 MERG3R: A Divide-and-Conquer Approach to Large-Scale Neural Visual Geometry CVPR 2026 MetaDiT: Enabling Fine-grained Constraints in High-degree-of Freedom Metasurface Design AAAI 2026 MHA2MLA-VLM: Enabling DeepSeek’s Economical Multi-Head Latent Attention Across Vision-Language Models AAAI 2026 MIDILM: A Dual-Path Model for Controllable Text-to-MIDI Generation AAAI 2026 milliMamba: Specular-Aware Human Pose Estimation via Dual mmWave Radar with Multi-Frame Mamba Fusion WACV 2026 MindMiner at SemEval-2026 Task 10: Multi-Model Approaches to Conspiracy Detection and Psycholinguistic Marker Extraction SemEval 2026 Mind Your Special Tokens! On the Importance of Dedicated Sequence-End Tokens in Vision-Language Embedding Models EACL 2026 Minute-Long Videos with Dual Parallelisms AAAI 2026 MIRAGE: Metadata-guided Image Retrieval and Answer Generation for E-commerce Troubleshooting EACL 2026 Mirai: Autoregressive Visual Generation Needs Foresight CVPR 2026 Mitigating Tokenization-Induced Distance Distortion in Long-Context Multilingual Machine Translation ACL 2026 MixtureKit: A General Framework for Composing, Training, and Visualizing Mixture-of-Experts Models ACL 2026 MM4Rec: Multi-Source and Multi-Scenario Recommender for Unified User Preference AAAI 2026 MMHOI: Modeling Complex 3D Multi-Human Multi-Object Interactions WACV 2026 MMMamba: A Versatile Cross-Modal in Context Fusion Framework for Pan-Sharpening and Zero-Shot Image Enhancement AAAI 2026 Modeling Rapid Contextual Learning in the Visual Cortex with Fast-Weight Deep Autoencoder Networks AAAI 2026 MODIX: A Training-Free Multimodal Information-Driven Positional Index Scaling for Vision-Language Models CVPR 2026 MoE-GRPO: Optimizing Mixture-of-Experts via Reinforcement Learning in Vision-Language Models CVPR 2026 MoFu: Scale-Aware Modulation and Fourier Fusion for Multi-Subject Video Generation AAAI 2026 MomentMix Augmentation with Length-Aware DETR for Temporally Robust Moment Retrieval WACV 2026 Momentum at SemEval-2026 Task 2: LongVA-RoBERTa, a transformer-Based Longitudinal Valence and Arousal Modeling SemEval 2026