Artificial Intelligence › Core AI ›

Foundation Models

4845 directly classified papers

Papers per year

Papers

Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning EACL 2026

Sparse Attention Across Multiple-Context KV Cache AAAI 2026

SAPO: Self-Adaptive Process Optimization Makes Small Reasoners Stronger AAAI 2026

Graph-of-Mark: Promote Spatial Reasoning in Multimodal Language Models with Graph-Based Visual Prompting AAAI 2026

A Unified Shape-Aware Foundation Model for Time Series Classification AAAI 2026

ExoTimer: Leveraging Large Language Models for Time Series Forecasting with Exogenous Variables AAAI 2026

Patho-R1: A Multimodal Reinforcement Learning-Based Pathology Expert Reasoner AAAI 2026

ComoRAG: A Cognitive-Inspired Memory-Organized RAG for Stateful Long Narrative Reasoning AAAI 2026

Confidence-Guided Stepwise Model Routing for Cost-Efficient Reasoning AAAI 2026

Large Connectome Model: An fMRI Foundation Model of Brain Connectomes Empowered by Brain-Environment Interaction in Multitask Learning Landscape AAAI 2026

Rethinking Direct Preference Optimization in Diffusion Models AAAI 2026

WorldGrow: Generating Infinite 3D World AAAI 2026

RESPOND: Realistic Environment Simulation of Population and Natural Disasters with LLM-Driven Agents AAAI 2026

T2VWorldBench: A Benchmark for Evaluating World Knowledge in Text-to-Video Generation WACV 2026

AutoTuneX: Interactive Automated Fine-Tuning for Large Language Models AAAI 2026

Decompose and Conquer: Compositional Reasoning for Zero-Shot Temporal Action Localization AAAI 2026

ERank: Fusing Supervised Fine-Tuning and Reinforcement Learning for Effective and Efficient Text Reranking AAAI 2026

LLM-Enabled Scientific Knowledge Diffusion Analysis AAAI 2026

ZonUI-3B: Competitive GUI Grounding with a 3B VLM Trained on a Single Consumer GPU WACV 2026

Bridging the Skills Gap: A Course Model for Modern Generative AI Education AAAI 2026

EduMod-LLM: A Modular Approach for Designing Flexible and Transparent Educational Assistants AAAI 2026

ST-Think: How Multimodal Large Language Models Reason About 4D Worlds from Ego-Centric Videos WACV 2026

LSDTs: LLM-Augmented Semantic Digital Twins for Adaptive Knowledge-Intensive Infrastructure Planning AAAI 2026

One-Shot Fine-Grained Re-Identification of Paint Marked Honey Bees using Vision Foundation Models WACV 2026

OptiHive: Ensemble Selection for LLM-Based Optimization via Statistical Modeling AAAI 2026