Impact
DS@GT ARC measures impact through publications, awards, funding, presentations, and sustained student participation in competitive research.
For a fuller picture of the group’s work, see Publications, History, and Join.
Awards & Recognition
- Career, Research, Innovation, and Development Conference (CRIDC) Awards
- Kaggle BirdCLEF Best Working Notes Award
- BirdCLEF 2025, $2,500 cash
- BirdCLEF 2024, $2,500 cash
- BirdCLEF 2023, $2,500 cash
- BirdCLEF 2022, $2,500 GCP credit
- OMSCS Project Showcase Award
Presentations
OMSCS Conference
Annual conference for Georgia Tech’s Online Master of Science in Computer Science program.
- 2026: Building a Culture of Applied Research: The DS@GT ARC Story, Murilo Gustineli, Traditional Talk (Program)
- 2025: Multi-Label Plant Species Classification with Self-Supervised Vision Transformers, Murilo Gustineli, Poster Session (Poster Session)
- 2024: DS@GT PlantCLEF 2024: Plant Biodiversity Identification Using Deep Learning, Murilo Gustineli, Traditional Talk (Program)
- 2023: Running a Kaggle Competition Team: Insights and Lessons from BirdCLEF with Data Science @ Georgia Tech, Anthony Miyaguchi, Traditional Talk (Program)
Academic Workshops
- CVPR 2025 / FGVC12: Multi-label Plant Species Classification using Vision Transformers for PlantCLEF 2025, Murilo Gustineli, Poster (Blog post)
OMSCS Buzz Podcast
- S5E3: Murilo Gustineli (September 23, 2025)
- S2E10: Anthony Miyaguchi (July 24, 2024)
Funding
- EVPR-PACESHIP
- DS@GT CLEF 2025, $1,000 credit (January 2025)
- DS@GT TREC 2025, $1,000 credit (July 2025)
- DS@GT MediaEval 2025, $1,000 credit (July 2025)
Group Statistics
| Conference Cycle | 2025 | 2024 | 2023 | 2022 |
|---|---|---|---|---|
| Number of papers submitted | 22 | 11 | 1 | 1 |
| Total Labs | 14 | 7 | 1 | 1 |
| Authors | 44 | 22 | 4 | 5 |
| Returning Participants | 13 | 1 | 1 | N/A |
| Total Participants | 78 | 33 | 6 | 5 |
Spring 2025
- 78 total members (44 active, 41 graduate, 3 undergraduate)
- 44 published authors across 15 research teams and 22 working note papers
- 14 labs with active participation
- 10 members receiving course credit via CS 7643 Deep Learning
- EVPR-PACESHIP funding for $1,000 (January-July 2025)
- ~$1.1k LLM API Spend (January-July)
Spring 2024
- 31 total members (22 active, 24 graduate, 6 undergraduate)
- 22 published authors across 11 working note papers
- 7 labs and 14 tasks with active participation
- 6 members receiving course credit via CS 8903 Special Problems and CS 7643 Deep Learning
- ~$2.3k compute spend (January-July)