State of AI Pod • 007 🎁

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Contents

1. Helping LLMs Improve Code Generation Using Feedback from Testing and Static Analysis

2. LlamaFusion: Adapting Pretrained Language Models for Multimodal Generation

3. SoK: Watermarking for AI-Generated Content

4. CodeLutra: Boosting LLM Code Generation via Preference-Guided Refinement

5. Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools

6. Automating the Search for Artificial Life with Foundation Models

7. Large Language Model Safety: A Holistic Survey

8. DiffH2O: Diffusion-Based Synthesis of Hand-Object Interactions from Textual Descriptions

9. ChatGarment: Garment Estimation, Generation and Editing via Large Language Models

10. Token Statistics Transformer: Linear-Time Attention via Variational Rate Reduction

11. Examining Imbalance Effects on Performance and Demographic Fairness of Clinical Language Models

12. The Prompt Report: A Systematic Survey of Prompting Techniques

13. Hands-On Tutorial: Labeling with LLM and Human-in-the-Loop

14. ActiveGS: Active Scene Reconstruction using Gaussian Splatting

15. Aerial Assistive Payload Transportation Using Quadrotor UAVs with Nonsingular Fast Terminal SMC for Human Physical Interaction