Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Welcome to the 2017 Proceedings of the Eurographics Symposium on Rendering!This is the 28th edition of the conference, which is a premier venue for research in rendering and related areas.This year's conference is held in Helsinki, Finland on 19-21 June 2017, and co-located with the Workshop on Material Appearance Modeling.We look forward to welcoming researchers eager to meet and discuss the various areas and applications of rendering.As in earlier years, EGSR 2017 offers two submission tracks.The traditional "CGF track", with papers that are reviewed for publication in Computer Graphics Forum, is accompanied by an "Experimental Ideas and Implementation" (EI&I) track.The latter targets submissions with fresh ideas, algorithmic details, or best-practice solutions that might still require further validation, but that would be inspiring for the community.We received a total of 74 abstract submissions (53 in the CGF track and 21 in the EI&I track).After some withdrawals in the CGF track, we had a total of 41 full CGF paper submissions for review.The IPC accepted 16 full CGF papers and 12 EI&I papers for a total of 28 papers (two more than in 2016).In addition, we offered invitations to three CGF papers to be presented in our program.Thus, we will have a total of 31 presentations in an exciting and packed 2.5-day event.In addition to the paper talks, our program includes two great keynote talks given by Prof. Ren Ng from UC Berkeley and Prof. Kun Zhou from Zhejiang University.We are very excited to hear about their latest work and thank them for accepting our invitation to present at EGSR.We would like to thank both the authors for the high quality of the submitted papers as well as the IPC members for their great effort during this very tight multi-stage review process.We have kept the review process the same as in the previous years, with three IPC reviewers per paper submission.Some of the papers rejected to CGF track were given the opportunity to present in the EI&I track.We further thank Stefanie Behnke for her tremendous help in producing the EGSR proceedings, and for very quickly addressing a variety of unexpected issues that came up at different times throughout.We are very grateful to be able to count on her during the entire process.Additionally, we would like to thank Min Chen,
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.004 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.132 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it