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Research & Development
Enhancing AI Conversations: A New Approach to Long-Term Memory
TLDR: PREMem is a novel AI memory system that moves complex reasoning from real-time response generation to an earlier memory construction phase. It extracts...
Research & Development
CPS Team Achieves Top Rank in CVPR 2024 Autonomous Driving Challenge with Enhanced Vision-Language Models
TLDR: The CPS Team secured the 1st rank in the CVPR 2024 Autonomous Grand Challenge's Driving with Language track. Their winning approach involved fine-tuning...
Research & Development
PanoLora: Adapting Video Generation Models for Immersive 360-Degree Content
TLDR: PanoLora is a novel method that uses Low-Rank Adaptation (LoRA) to efficiently generate high-quality 360-degree panoramic videos from pretrained perspective video diffusion models....
Research & Development
Proactive Beam Selection in Connected Vehicles Using AI
TLDR: A new framework uses multi-modal sensing (visual and GPS data) and Transformer models to proactively predict optimal millimeter-wave (mmWave) beams for vehicle-to-vehicle (V2V)...
Research & Development
Crafting Personalized Travel Deals: How AI Learns to Negotiate with Personality
TLDR: A new research paper introduces the Personality-driven Argumentation-based Negotiation Dialogue Generation (PAN-DG) task and the PACT dataset for tourism. This work focuses on...
Research & Development
Merging AI Models with Precision: A Curvature-Informed Approach
TLDR: A new research paper introduces Optimization Trajectory Aware (OTA) Merging, a novel framework for combining specialized large language models without costly retraining. It...