2 citations · 3 across the 5 of their papers we have counts for
4 papers · 1 filter
MIST: Multi-Scale Spatial Context for Gene Expression Prediction from Histology
Koushik Howlader, Tirtho Roy, Md Tauhidul Islam +1
Predicting spatial gene expression from standard H&E images could extend molecular analysis to tissues without spatial transcriptomic measurements. A standard Transformer applies s…
Beyond Explanation: Debugging Medical Imaging Models via Concept Intervention
Samrajya Thapa, Daniel J. Quest, Timothy L. Kline +3
Medical imaging models often operate as black boxes, limiting interpretability and systematic debugging. We introduce an easy-to-use, plug-and-play framework for concept-based inte…
bioMoR: Biology-Guided Mixture-of-Recursions for Effective Genomic Learning
Koushik Howlader, Tirtho Roy, Md Tauhidul Islam +1
Transformer models for high-dimensional omics analysis process thousands of genes or pathways, although only a subset requires deep computation. Mixture-of-Recursions (MoR) improve…
BRITE: A Benchmark for Reliable and Interpretable T2V Evaluation on Implausible Scenarios
Advait Tilak, Jiwon Choi, Nazifa Mouli +1
The rapid advancement of photorealistic Text-to-Video (T2V) generation brings in an urgent need for up-to-date evaluation methods. Existing benchmarks largely overlooked implausibl…