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A Closer Look at the Limitations of Instruction Tuning
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Sreyan Ghosh
,
Chandra Kiran Reddy Evuru
,
Sonal Kumar
,
Ramaneswaran S
,
Deepali Aneja
,
Zeyu Jin
,
Ramani Duraiswami
,
Dinesh Manocha
PDF
Link
AI/ML
Recursive analytical quadrature for the close evaluation of Laplace and Helmholtz layer potentials over flat boundary elements in ℝ3
A method for the analytical evaluation of singular and nearly singular layer potentials arising in the collocation boundary element …
Shoken Kaneko
,
Nail A. Gumerov
,
Ramani Duraiswami
PDF
Link
A Differentiable Image Source Model for Room Acoustics Optimization
The geometry and material properties of a room dictate its acoustic behavior, which in turn heavily influences the perception of sounds …
Bowen Zhi
,
Alisha Sharma
,
Dmitry Zotkin
,
Ramani Duraiswami
PDF
Link
CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models
A fundamental characteristic of audio is its compositional nature. Audio-language models (ALMs) trained using a contrastive approach …
Sreyan Ghosh
,
Ashish Seth
,
Sonal Kumar
,
Utkarsh Tyagi
,
Chandra Kiran Evuru
,
S Ramaneswaran
,
S Sakshi
,
Oriol Nieto
,
Ramani Duraiswami
,
Dinesh Manocha
PDF
Link
Computing Acoustic Onsets Via an Eikonal Solver
Eikonal solvers can compute principled high frequency approximations to the propagation of waves. We describe how a fast and accurate …
Samuel F Potter
,
Monte Hoover
,
Dmitry Zotkin
,
Ramani Duraiswami
PDF
Link
RECAP: Retrieval-Augmented Audio Captioning
We present RECAP (REtrieval-Augmented Audio CAPtioning), a novel and effective audio captioning system that generates captions …
Sreyan Ghosh
,
Sonal Kumar
,
Chandra Kiran Reddy Evuru
,
Ramani Duraiswami
,
Dinesh Manocha
PDF
Link
Layer potential quadrature on manifold boundary elements with constant densities for Laplace and Helmholtz kernels in ℝ3
A method is proposed for evaluation of single and double layer potentials of the Laplace and Helmholtz equations on piecewise smooth …
Shoken Kaneko
,
Ramani Duraiswami
PDF
Link
Efficient Exact Quadrature of Regular Solid Harmonics Times Polynomials Over Simplices in ℝ3
A generalization of a recently introduced recursive numerical method for the exact evaluation of integrals of regular solid harmonics …
Shoken Kaneko
,
Ramani Duraiswami
PDF
Link
Numerical geometric acoustics: An eikonal-based approach for modeling sound propagation in 3D environments
We present algorithms for solving high-frequency acoustic scattering problems in complex domains. The eikonal and transport partial …
Samuel F Potter
,
Maria K Cameron
,
Ramani Duraiswami
Link
Recursive computation of the multipole expansions of layer potential integrals over simplices for efficient fast multipole accelerated boundary elements
In boundary element methods (BEM) in ℝ3, matrix elements and right hand sides are typically computed via analytical or numerical …
Shoken Kaneko
,
Nail A. Gumerov
,
Ramani Duraiswami
Link
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