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cs.CV2025
Optimizing GPT for Video Understanding: Zero-Shot Performance and Prompt Engineering
Mark Beliaev, Victor Yang, Madhura Raju +2
In this study, we tackle industry challenges in video content classification by exploring and optimizing GPT-based models for zero-shot classification across seven critical categor…
cs.CV2024
ELFS: Label-Free Coreset Selection with Proxy Training Dynamics
Haizhong Zheng, Elisa Tsai, Yifu Lu +4
High-quality human-annotated data is crucial for modern deep learning pipelines, yet the human annotation process is both costly and time-consuming. Given a constrained human label…