Zero-shot Composed Text-Image Retrieval Study
Initiating a scalable pipeline for automatic dataset construction and proposing TransAgg model for zero-shot composed image retrieval.
WebCiteS: Chinese Web Search Summarization Study
Enhancing attribution in large language models is crucial for accurate citations and grounded summaries.
COVID-19 Pandemic: Estimating Urban Mobility Using Mobile Phone Data
Modeling urban population mobility using mobile phone data to address epidemic modeling gaps.
Calib3D: Calibrating Model Preferences for Reliable 3D Scene Understanding
Existing 3D scene understanding models lack reliable uncertainty estimates, hindering their applicability in safety-critical contexts. Calib3D introduces a depth-aware scaling method to enhance model calibration and improve reliability.
Estimating Urban Mobility During COVID-19 Using Mobile Phone Data
Modeling urban population mobility during the COVID-19 pandemic using mobile phone data.
EmoVOCA: Speech-Driven Emotional 3D Talking Heads Research Study
Innovative approach for emotional 3D talking heads generation using speech-driven techniques.
MARPF: Multi-Agent and Multi-Rack Path Finding Study
Efficient path planning for AGVs in dense environments without passages is crucial, addressed by the MARPF problem.
Is Contrastive Learning Necessary? A Study of Data Augmentation vs Contrastive Learning in Sequential Recommendation
Certain data augmentation strategies can achieve similar or superior performance compared to some contrastive learning-based methods, demonstrating the potential to alleviate the data sparsity issue with fewer computational overhead.
Battleship Question-Asking Study: Language-Informed Program Sampling
人々が情報を求める際にどのように質問をするかをモデル化しました。
Mitigating Ageism through Virtual Reality: Intergenerational Collaborative Escape Room Design Study
The study aims to reduce ageism levels through intergenerational collaboration in virtual reality escape room games, highlighting the potential of VR as a tool for mitigating ageism.
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