Deep Learning

MCI-Net: A Robust Multi-Domain Context Integration Network for Point Cloud Registration AAAI 2026 MCMA-Net++: Topology-Aware and Graph-Driven Glioma Segmentation in 3D MRI MIDL 2026 McMaster NLP at SemEval-2026 Task 2: A Lightweight Multi-Feature System for Predicting Emotional Valence and Arousal over Time SemEval 2026 MCMoE: Completing Missing Modalities with Mixture of Experts for Incomplete Multimodal Action Quality Assessment AAAI 2026 MD2E: Modeling Depth-to-Edge Cues for Monocular Metric Depth Estimation CVPR 2026 MDiff4STR: Mask Diffusion Model for Scene Text Recognition AAAI 2026 MDMLP-EIA: Multi-domain Dynamic MLPs with Energy Invariant Attention for Time Series Forecasting AAAI 2026 mdok-style at SemEval-2026 Task 10: Finetuning LLMs for Conspiracy Detection SemEval 2026 mdok-style at SemEval-2026 Task 9: Finetuning LLMs for Multilingual Polarization Detection SemEval 2026 MDS-VQA: Model-Informed Data Selection for Video Quality Assessment CVPR 2026 MDUNet: Multimodal Decoding UNet for Passive Occluder-Aided Non-line-of-sight 3D Imaging WACV 2026 MeanAudio: Fast and Faithful Text-to-Audio Generation with Mean Flows ACL 2026 MeanFlow Transformers with Representation Autoencoders CVPR 2026 MeanFuser: Fast One-Step Multi-Modal Trajectory Generation and Adaptive Reconstruction via MeanFlow for End-to-End Autonomous Driving CVPR 2026 Mean-Shift Distillation for Diffusion Mode Seeking WACV 2026 Measure The Feature Universe: Topology-based Pseudo Labeling and Gravity Consistency for Source-Free Domain Adaptation CVPR 2026 Measuring and Mitigating Shortcut Reliance in Language Models with Probe-Based Representation Entanglement ACL 2026 MechaFormer: Sequence Learning for Kinematic Mechanism Design Automation AAAI 2026 Mechanistic Analysis Of Universality: Numerical Comparison Circuits Across Transformer Architectures ACL 2026 Mechanistic Dissection of Cross-Attention Subspaces in Text-to-Image Diffusion Models AAAI 2026 Mechanistic Interpretability Should Prioritize Feature Consistency in Sparse Autoencoders ACL 2026 MedCLIPSeg: Probabilistic Vision-Language Adaptation for Data-Efficient and Generalizable Medical Image Segmentation CVPR 2026 MedFuncta: A Unified Framework for Learning Efficient Medical Neural Fields MIDL 2026 MedHastra at SemEval-2026 Task 13: Stylometric Ensembles and Transformer Fine-Tuning for Robust AI Code Detection, Attribution, and Adversarial Analysis SemEval 2026 MedKamba: A Novel Approach Integrating State-Space Models and Fractional Kolmogorov–Arnold Networks for Medical Image Segmentation MIDL 2026