AI Applications

PHYSICS: A new benchmark reveals foundation models struggle with university-level physics, highlighting needs for improved reasoning and knowledge integration.

ADS-Edit: Empowering autonomous driving with multimodal knowledge editing!

Dita: Scales a diffusion transformer for generalist robot policies, enabling 10-shot learning in complex, real-world tasks.

PathoHR: Boost breast cancer survival prediction with high-resolution pathology images!

AgentRxiv enables collaborative autonomous research via LLM agent preprint sharing, boosting performance and discovery.

Interactive Generative Video (IGV) can revolutionize game creation by using AI to generate endless, novel content for next-gen game engines.

MedAgent-Pro: An evidence-based reasoning agentic system for reliable multi-modal medical diagnosis.

Fin-R1: Financial reasoning via RL.

AIMI: A system leveraging future knowledge & personalized data for accurate treatment adherence forecasting, paving the way for timely mobile interventions.

ELTEX: Domain-driven synthetic data generation framework improves LLM performance in cybersecurity with less resources.

API vs. GUI Agents: Understanding the divergence and convergence in LLM-based automation.

ADC: Human-robot collaboration revolutionizes data collection, slashing data needs and boosting robot learning!

KUDA unifies dynamics learning and visual prompting with keypoints for open-vocabulary robot manipulation.

AI-native memory 2.0 presents second me, an AI system for personal knowledge management.

MEDAGENTSBENCH: a new benchmark for assessing complex medical reasoning in LLMs, revealing performance gaps and cost-effective strategies.

On-device multi-agent system overcomes privacy/latency issues in healthcare, enabling personalized, scalable AI assistance.

GoalFlow: A novel approach to enhance multimodal trajectory generation for autonomous driving using goal-driven flow matching.

BRS: Streamlining real-world whole-body manipulation for household activities. It introduces a robot suite tackling robot dexterity with bimanual coordination, navigation, and end-effector reach.

LONGCODEU: A new benchmark to challenge & enhance long code understanding in language models for software engineering!

SPIDER: A comprehensive pathology dataset boosts AI diagnostic models.