Academic
A running list of academic work. Also available on Google Scholar and ORCID. Most recent work comes out of DS@GT ARC at Georgia Tech.
Publications
Download the full list as a BibTeX file.
2025
- DINOv3 as a Frozen Encoder for CRPS-Oriented Probabilistic Rainfall Nowcasting
- DS@GT at TREC TOT 2025: Bridging Vague Recollection with Fusion Retrieval and Learned Reranking
- DS@GT at Touché: Large Language Models for Retrieval-Augmented Debate
- DS@GT AnimalCLEF: Triplet Learning over ViT Manifolds with Nearest Neighbor Classification for Animal Re-identification
- Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025
- Transfer Learning and Mixup for Fine-Grained Few-Shot Fungi Classification
- Tile-Based ViT Inference with Visual-Cluster Priors for Zero-Shot Multi-Species Plant Identification
- DS@GT at LongEval: Evaluating Temporal Performance in Web Search Systems and Topics with Two-Stage Retrieval
- DS@GT at eRisk 2025: From Prompts to Predictions, Benchmarking Early Depression Detection with Conversational Agent Based Assessments and Temporal Attention Models
2024
- Transfer Learning with Pseudo Multi-Label Birdcall Classification for DS@GT BirdCLEF 2024
- Multi-Label Plant Species Classification with Self-Supervised Vision Transformers
- Tile Compression and Embeddings for Multi-Label Classification in GeoLifeCLEF 2024
- Fine-Grained Classification for Poisonous Fungi Identification with Transfer Learning
- Transfer Learning with Self-Supervised Vision Transformers for Snake Identification
- DS@GT eRisk 2024: Sentence Transformers for Social Media Risk Assessment
2023
- Transfer Learning with Semi-Supervised Dataset Annotation for Birdcall Classification
2022
- Motif Mining and Unsupervised Representation Learning for BirdCLEF 2022
2020
- Privacy-Preserving Firefox Telemetry with Prio
2018
- Testing Privacy-Preserving Telemetry with Prio
Coursework
2019
- Forecasting Wikipedia Page Views with Graph Embeddings
2018
- Improving New Editor Retention on Wikipedia