Notes on Cross Modal Fusion
Overview
Reading notes and an experiment sketch for Cross Modal Fusion. The repository emphasizes what still needs to be tested instead of manufacturing scores or release claims.
The whole setup fits in a single module on purpose.
Open Questions
- which baselines are actually comparable under matched capacity?
- what is the minimum data exposure for a meaningful signal?
- which confounders would invalidate a naive comparison?
Contact
Questions or corrections: open a discussion in this repository.
What Is Covered
- the scope of the research question and likely confounders
- a proposed comparison with matched baselines
- concrete evaluation context such as task-appropriate public benchmarks named in the main note
- reproducibility checks, failure modes, and open questions
- topic-relevant references
Scope And Limitations
The note is intentionally exploratory. It does not claim benchmark improvements, completed ablations, released code, or a trained checkpoint. References and proposed datasets provide a starting point for verification rather than evidence that the study has already been run.
Related Work
- survey-level references come first
- benchmark papers follow
- negative results are noted where they exist
How To Read This Repository
Start with summary.md for the full note. Sections labeled as plans or hypotheses should not be interpreted as experimental results. If results are added later, they should include dataset versions, commands, seeds, hardware, and raw logs.
Files
| File | Purpose |
|---|---|
summary.md |
primary artifact |
README.md |
this documentation |
config.json |
architecture configuration |
training_args.json |
default experiment settings |
model.safetensors |
initialization checkpoint |
License
Distributed under the apache-2.0 license. External datasets keep their own terms — check them separately.
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