2 papers
eess.IV2026
TractoGraphVLM: A Unified Vision-Language Framework for White Matter Tractography
Gurucharan Marthi Krishna Kumar, Janine Dale Mendola, Amir Shmuel
Vision language models have transformed 2D medical imaging, yet extending them to 3D white matter tractography remains challenging due to the complex topology of fiber bundles. We…
cs.LG2026
SPHERICAL KV: Angle-Domain Attention and Rate-Distortion Retention for Efficient Long-Context Inference
Anay Chauhan, Gurucharan Marthi Krishna Kumar, Arion Das +4
Long-context inference is increasingly constrained by the KV cache: resident memory grows with context length, and decoding becomes limited by repeated High Bandwidth Memory (HBM)…