Foundation Models

Transformers in Pseudo-Random Number Generation: A Dual Perspective on Theory and Practice AAAI 2026 Transolver Is a Linear Transformer: Revisiting Physics-Attention Through the Lens of Linear Attention AAAI 2026 TrinityDNA: A Bio-Inspired Foundational Model for Efficient Long-Sequence DNA Modeling AAAI 2026 TRIPLE: Theory-Driven Integration of Planned and Habitual Behaviors for LLM-based Personalization AAAI 2026 TSPO: Temporal Sampling Policy Optimization for Long-form Video Language Understanding AAAI 2026 Tuning Medical Foundation Models for Inner Ear Temporal CT Analysis with Plug-and-play Domain Knowledge Aggregator AAAI 2026 TurkBench: A Benchmark for Evaluating Turkish Large Language Models EACL 2026 UniAPO: Unified Multimodal Automated Prompt Optimization AAAI 2026 UniGame: Turning a Unified Multimodal Model Into Its Own Adversary CVPR 2026 Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark ACL 2026 UniSER: A Foundation Model for Unified Soft Effects Removal CVPR 2026 UniVid: Unifying Vision Tasks with Pre-trained Video Generation Models WACV 2026 Unleashing the Potential of Large Language Models for Text-to-Image Generation Through Autoregressive Representation Alignment AAAI 2026 Unsupervised Combinatorial Probabilistic Reasoning: Probabilistic Coin Change Problem AAAI 2026 VaccineRAG: Boosting Multimodal Large Language Models’ Immunity to Harmful RAG Samples AAAI 2026 VALU: A Benchmark for Video Anomaly Temporal Localization and Understanding at Multiple Semantic Levels ACL 2026 VFMStitch: A Vision-Foundation-Model Empowered Framework for 3D Ultrasound Stitching via Geometric–Semantic Feature Fusion MIDL 2026 Video Spatial Reasoning with Object-Centric 3D Rollout AAAI 2026 Vision Foundation Models Can Be Good Tokenizers for Latent Diffusion Models CVPR 2026 VitalDiagnosis: AI-Driven Ecosystem for 24/7 Vital Monitoring and Chronic Disease Management AAAI 2026 ViType: High-Fidelity Visual Text Rendering via Glyph-Aware Multimodal Diffusion AAAI 2026 W2S-AlignTree: Weak-to-Strong Inference-Time Alignment for Large Language Models via Monte Carlo Tree Search AAAI 2026 Wearable Intelligence for Healthcare Robotics: From Brain Activity to Body Movements AAAI 2026 We Are What We Repeatedly Do: Improving Long Context Instruction Following EACL 2026 Well Begun, Half Done: Reinforcement Learning with Prefix Optimization for LLM Reasoning AAAI 2026