Temporal Aspects of CLIP Embeddings
Image embedding models such as OpenAI's CLIP do not in- herently store any temporal information in the embeddings they generate. This paper argues that while such embeddings capture rich semantic relationships, they lack an innate ca- pacity to encode chronological details, requiring fine-tuning or additional layers to infer temporal attributes
Authors
- Behrooz Mansouri (ORCID: https://orcid.org/0000-0002-0400-9761)
- Nicholas Largey
- Mandy Ho
- Janna Ahrndt
Institutions
- University of Southern Maine (US)
Publication Details
- Published
- 2025-05-08
- DOI
- https://doi.org/10.1145/3701716.3717503
- Citations
- 1
- Primary Topic
- Algorithms and Data Compression
- Type
- article
- Field-Weighted Citation Impact
- 2.48