Data Interaction

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Most implemented papers archive 2025-07-28

7 shown of 7 papers with code (21 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Crab: A Unified Audio-Visual Scene Understanding Model with Explicit Cooperation
  17 Mar 2025 1 repository listed
  Furthermore, we also visualize the process of explicit cooperation and surprisingly find that each LoRA head has certain audio-visual understanding ability.
• Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models
  16 Apr 2024 1 repository listed
  The recent breakthroughs in large language models (LLMs) are positioned to transition many areas of software.
• Meta Prompting for AI Systems
  20 Nov 2023 1 repository listed Syntology ran 3 of 3 samples · 0 unverified
  In this work, we present a comprehensive study of Meta Prompting (MP), an innovative technique reshaping the utilization of language models (LMs) and AI systems in problem-solving and data interaction.
• Multi-Agent Reinforcement Learning Resources Allocation Method Using Dueling Double Deep Q-Network in Vehicular Networks
  12 May 2023 1 repository listed
  The communications between vehicle-to-vehicle (V2V) with high frequency, group sending, group receiving and periodic lead to serious collision of wireless resources and limited system capacity, and the rapid channel…
• Improved Nonlinear Transform Source-Channel Coding to Catalyze Semantic Communications
  26 Mar 2023 1 repository listed
  First, we introduce a contextual entropy model to better capture the spatial correlations among the semantic latent features, thereby more accurate rate allocation and contextual joint source-channel coding are…
• A Unified Comparison of User Modeling Techniques for Predicting Data Interaction and Detecting Exploration Bias
  9 Aug 2022 1 repository listed
  Our paper seeks to fill in this missing gap by comparing and ranking eight user modeling algorithms based on their performance on a diverse set of four user study datasets.
• Deep Learning Development Environment in Virtual Reality
  13 Jun 2019 1 repository listed
  To make deep learning more accessible and intuitive, we have built a virtual reality-based DL development environment.

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.