5 citations · 11 across the 10 of their papers we have counts for
12 papers
Exploiting Sparsity for Long Context Inference: Million Token Contexts on Commodity GPUs
Ryan Synk, Monte Hoover, John Kirchenbauer +6
There is growing demand for performing inference with hundreds of thousands of input tokens on trained transformer models. Inference at this extreme scale demands significant compu…
3D Gaussian Splatting with Normal Information for Mesh Extraction and Improved Rendering
Meenakshi Krishnan, Liam Fowl, Ramani Duraiswami
Differentiable 3D Gaussian splatting has emerged as an efficient and flexible rendering technique for representing complex scenes from a collection of 2D views and enabling high-qu…
ReCLAP: Improving Zero Shot Audio Classification by Describing Sounds
Sreyan Ghosh, Sonal Kumar, Chandra Kiran Reddy Evuru +3
Open-vocabulary audio-language models, like CLAP, offer a promising approach for zero-shot audio classification (ZSAC) by enabling classification with any arbitrary set of categori…
Biomimetic Frontend for Differentiable Audio Processing
Ruolan Leslie Famularo, Dmitry N. Zotkin, Shihab A. Shamma +1
While models in audio and speech processing are becoming deeper and more end-to-end, they as a consequence need expensive training on large data, and are often brittle. We build on…
Multiple scattering ambisonics: three-dimensional sound field estimation using interacting spheres
Shoken Kaneko, Ramani Duraiswami
Rigid spherical microphone arrays (RSMAs) have been widely used in ambisonics sound field recording. While it is desired to combine the information captured by a grid of densely ar…
Analytical computation of boundary integrals for the Helmholtz equation in three dimensions
Nail A. Gumerov, Ramani Duraiswami
A key issue in the solution of partial differential equations via integral equation methods is the evaluation of possibly singular integrals involving the Green's function and its…