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Foundation Models

4845 directly classified papers

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Papers

LLM-Guided Quantified SMT Solving over Uninterpreted Functions AAAI 2026

HistoMILKD: A Multiple Instance Learning based Multi-Teacher Knowledge Distillation Framework for Whole Slide Image Classification WACV 2026

OAD-Promoter: Enhancing Zero-Shot VQA Using Large Language Models with Object Attribute Description AAAI 2026

WorldRFT: Latent World Model Planning with Reinforcement Fine-Tuning for Autonomous Driving AAAI 2026

TongUI: Internet-Scale Trajectories from Multimodal Web Tutorials for Generalized GUI Agents AAAI 2026

Efficient and Effective In-context Demonstration Selection with Coreset AAAI 2026

ST-SAM: Multimodal Scene Text Segmentation with Dense Visual and Sparse Textual Prompts via SAM AAAI 2026

Retrieval-driven Reasoning for Deliberative Visual Classification AAAI 2026

Unleashing the Potential of Large Language Models for Text-to-Image Generation Through Autoregressive Representation Alignment AAAI 2026

DocR1: Evidence Page-Guided GRPO for Multi-Page Document Understanding AAAI 2026

LeanTutor: Towards a Verified AI Mathematical Proof Tutor AAAI 2026

Causality Matters: How Temporal Information Emerges in Video Language Models AAAI 2026

Doubly Debiased Test-Time Prompt Tuning for Vision-Language Models AAAI 2026

VaccineRAG: Boosting Multimodal Large Language Models’ Immunity to Harmful RAG Samples AAAI 2026

SmartSight: Mitigating Hallucination in Video-LLMs Without Compromising Video Understanding via Temporal Attention Collapse AAAI 2026

TSPO: Temporal Sampling Policy Optimization for Long-form Video Language Understanding AAAI 2026

Robust-R1: Degradation-Aware Reasoning for Robust Visual Understanding AAAI 2026

NURBGen: High-Fidelity Text-to-CAD Generation Through LLM-Driven NURBS Modeling AAAI 2026

RAA: Achieving Interactive Remove/Add Anything via Fully Synthetic Data AAAI 2026

SkyMoE: A Vision-Language Foundation Model for Enhancing Geospatial Interpretation with Mixture of Experts AAAI 2026

BioDPP: Dynamic Prompt Policy Learning for Biomedical Vision-Language Models AAAI 2026

LLaVA³: Representing 3D Scenes Like a Cubist Painter to Boost 3D Scene Understanding of VLMs AAAI 2026

DynamicEarth: How Far Are We from Open-Vocabulary Change Detection? AAAI 2026

RSVG-ZeroOV: Exploring a Training-Free Framework for Zero-Shot Open-Vocabulary Visual Grounding in Remote Sensing Images AAAI 2026

Skill Path: Unveiling Language Skills from Circuit Graphs AAAI 2026