Sohail A. Dianat

55 papers A* 7B 6Misc 7Journal 23Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Effective Dual-Region Augmentation for Reduced Reliance on Large Amounts of Labeled Data.
CoRR
Prasanna Reddy Pulakurthi, Majid Rabbani, Celso M. de Melo, Sohail A. Dianat, Raghuveer M. Rao
2025 J jnl
Latent Chain-of-Thought for Visual Reasoning.
CoRR
Guohao Sun, Hang Hua, Jian Wang, Jiebo Luo, Sohail A. Dianat, Majid Rabbani, Raghuveer Rao, Zhiqiang Tao
2025 A* conf
MEPT: Mixture of Expert Prompt Tuning as a Manifold Mapper.
EMNLP
Runjia Zeng, Guangyan Sun, Qifan Wang, Tong Geng, Sohail A. Dianat, Xiaotian Han, Raghuveer Rao, Xueling Zhang, Cheng Han, Lifu Huang, Dongfang Liu
2025 J jnl
MEPT: Mixture of Expert Prompt Tuning as a Manifold Mapper.
CoRR
Runjia Zeng, Guangyan Sun, Qifan Wang, Tong Geng, Sohail A. Dianat, Xiaotian Han, Raghuveer Rao, Xueling Zhang, Cheng Han, Lifu Huang, Dongfang Liu
2025 A* conf
Re-Imagining Multimodal Instruction Tuning: A Representation View.
ICLR
Yiyang Liu, James Chenhao Liang, Ruixiang Tang, Yugyung Lee, Majid Rabbani, Sohail A. Dianat, Raghuveer Rao, Lifu Huang, Dongfang Liu, Qifan Wang, Cheng Han
2025 J jnl
Re-Imagining Multimodal Instruction Tuning: A Representation View.
CoRR
Yiyang Liu, James Chenhao Liang, Ruixiang Tang, Yugyung Lee, Majid Rabbani, Sohail A. Dianat, Raghuveer Rao, Lifu Huang, Dongfang Liu, Qifan Wang, Cheng Han
2025 J jnl
Shuffle PatchMix Augmentation with Confidence-Margin Weighted Pseudo-Labels for Enhanced Source-Free Domain Adaptation.
CoRR
Prasanna Reddy Pulakurthi, Majid Rabbani, Jamison Heard, Sohail A. Dianat, Celso M. de Melo, Raghuveer Rao
2025 — conf
Visual Self-Refinement for Autoregressive Models.
EMNLP (Findings)
Jiamian Wang, Ziqi Zhou, Chaithanya Kumar Mummadi, Sohail A. Dianat, Majid Rabbani, Raghuveer Rao, Chen Qiu, Zhiqiang Tao
2025 J jnl
Visual Self-Refinement for Autoregressive Models.
CoRR
Jiamian Wang, Ziqi Zhou, Chaithanya Kumar Mummadi, Sohail A. Dianat, Majid Rabbani, Raghuveer Rao, Chen Qiu, Zhiqiang Tao
2025 A* conf
X-CoT: Explainable Text-to-Video Retrieval via LLM-based Chain-of-Thought Reasoning.
EMNLP
Prasanna Reddy Pulakurthi, Jiamian Wang, Majid Rabbani, Sohail A. Dianat, Raghuveer Rao, Zhiqiang Tao
2025 J jnl
X-CoT: Explainable Text-to-Video Retrieval via LLM-based Chain-of-Thought Reasoning.
CoRR
Prasanna Reddy Pulakurthi, Jiamian Wang, Majid Rabbani, Sohail A. Dianat, Raghuveer Rao, Zhiqiang Tao
2024 — conf
AMD: Automatic Multi-step Distillation of Large-Scale Vision Models.
ECCV (65)
Cheng Han, Qifan Wang, Sohail A. Dianat, Majid Rabbani, Raghuveer M. Rao, Yi Fang, Qiang Guan, Lifu Huang, Dongfang Liu
2024 J jnl
AMD: Automatic Multi-step Distillation of Large-scale Vision Models.
CoRR
Cheng Han, Qifan Wang, Sohail A. Dianat, Majid Rabbani, Raghuveer M. Rao, Yi Fang, Qiang Guan, Lifu Huang, Dongfang Liu
2024 A* conf
Diffusion-Inspired Truncated Sampler for Text-Video Retrieval.
NeurIPS
Jiamian Wang, Pichao Wang, Dongfang Liu, Qiang Guan, Sohail A. Dianat, Majid Rabbani, Raghuveer Rao, Zhiqiang Tao
2024 Misc conf
Enhancing GAN Performance Through Neural Architecture Search and Tensor Decomposition.
ICASSP
Prasanna Reddy Pulakurthi, Mahsa Mozaffari, Sohail A. Dianat, Majid Rabbani, Jamison Heard, Raghuveer Rao
2024 J jnl
Enhancing GANs With MMD Neural Architecture Search, PMish Activation Function, and Adaptive Rank Decomposition.
IEEE Access
Prasanna Reddy Pulakurthi, Mahsa Mozaffari, Sohail A. Dianat, Jamison Heard, Raghuveer M. Rao, Majid Rabbani
2024 A* conf
Image Translation as Diffusion Visual Programmers.
ICLR
Cheng Han, James Chenhao Liang, Qifan Wang, Majid Rabbani, Sohail A. Dianat, Raghuveer Rao, Ying Nian Wu, Dongfang Liu
2024 J jnl
Image Translation as Diffusion Visual Programmers.
CoRR
Cheng Han, James Chenhao Liang, Qifan Wang, Majid Rabbani, Sohail A. Dianat, Raghuveer Rao, Ying Nian Wu, Dongfang Liu
2024 A* conf
Prototypical Transformer As Unified Motion Learners.
ICML
Cheng Han, Yawen Lu, Guohao Sun, James Chenhao Liang, Zhiwen Cao, Qifan Wang, Qiang Guan, Sohail A. Dianat, Raghuveer Rao, Tong Geng, Zhiqiang Tao, Dongfang Liu
2024 J jnl
Prototypical Transformer as Unified Motion Learners.
CoRR
Cheng Han, Yawen Lu, Guohao Sun, James Chenhao Liang, Zhiwen Cao, Qifan Wang, Qiang Guan, Sohail A. Dianat, Raghuveer M. Rao, Tong Geng, Zhiqiang Tao, Dongfang Liu
2024 A* conf
Text Is MASS: Modeling as Stochastic Embedding for Text-Video Retrieval.
CVPR
Jiamian Wang, Pichao Wang, Guohao Sun, Dongfang Liu, Sohail A. Dianat, Raghuveer Rao, Majid Rabbani, Zhiqiang Tao
2024 J jnl
Text Is MASS: Modeling as Stochastic Embedding for Text-Video Retrieval.
CoRR
Jiamian Wang, Guohao Sun, Pichao Wang, Dongfang Liu, Sohail A. Dianat, Majid Rabbani, Raghuveer Rao, Zhiqiang Tao
2023 — conf
A globally optimal fast iterative linear maximum likelihood classifier.
Computational Imaging
Prasanna Reddy Pulakurthi, Sohail A. Dianat, Majid Rabbani, Suya You, Raghuveer M. Rao
2015 J jnl
End-to-end system of license plate localization and recognition.
J. Electronic Imaging
Siyu Zhu, Sohail A. Dianat, Lalit K. Mestha
2014 J jnl
Multispectral Image Denoising With Optimized Vector Bilateral Filter.
IEEE Trans. Image Process.
Honghong Peng, Raghuveer M. Rao, Sohail A. Dianat
2012 — conf
An automatic approach for 3D registration of CT scans.
Image Processing: Algorithms and Systems / Parallel Processing for Imaging Applications
Yang Hu, Eli Saber, Sohail A. Dianat, Sreenath Rao Vantaram, Vishwas Abhyankar
2012 — conf
Cramer-Rao Lower Bounds of NDA SNR estimation for BPSK modulated signals over MISO with STBC channels.
ICCIT
Ahmed M. Almradi, Sohail A. Dianat
2012 J jnl
NDA SNR and CRLB Estimation Over MISO with STBC Channels.
Int. J. Bus. Data Commun. Netw.
Ahmed M. Almradi, Sohail A. Dianat
2012 — conf
NDA SNR estimation over MISO with STBC channels for BPSK modulated signals using the EM algorithm.
ICCIT
Ahmed M. Almradi, Sohail A. Dianat
2012 B conf
Nonnegative matrix factorization with deterministic annealing for unsupervised unmixing of hyperspectral imagery.
ICIP
Honghong Peng, Raghuveer M. Rao, Sohail A. Dianat
2012 B conf
Optimized vector bilateral filter for multispectral image denoising.
ICIP
Honghong Peng, Raghuveer M. Rao, Sohail A. Dianat
2011 J jnl
Control of Color Imaging Systems: Analysis and Design.
J. Electronic Imaging
Lalit K. Mestha, Sohail A. Dianat, Daniel E. Viassolo
2011 B conf
Semi-automatic 3-D segmentation of Computed Tomographic imagery by iterative gradient-driven volume growing.
ICIP
Sreenath Rao Vantaram, Eli Saber, Sohail A. Dianat, Yang Hu, Vishwas Abhyankar
2010 J jnl
Multiresolution adaptive and progressive gradient-based color-image segmentation.
J. Electronic Imaging
Sreenath Rao Vantaram, Eli Saber, Sohail A. Dianat, Mark Q. Shaw, Ranjit Bhaskar
2010 B conf
Point-and-click region based method for color editing and control for digital color printers.
ICIP
Siyu Zhu, Sohail A. Dianat, Lalit K. Mestha
2009 B conf
A multidimensional smoothing algorithm with applications to digital color printer calibration.
ICIP
Sohail A. Dianat, Bruce Brewington, Lalit K. Mestha
2009 B conf
An adaptive and progressive approach for efficient Gradient-based multiresolution color image segmentation.
ICIP
Sreenath Rao Vantaram, Eli Saber, Sohail A. Dianat, Mark Q. Shaw, Ranjit Bhaskar
2009 — conf
Automatic Multi-resolution Spatio-Frequency Analysis for Print Mottle Evaluation.
CIC
Siddharth Khullar, Eli Saber, Sohail A. Dianat, Jeff Trask, Robert Lawton, Mark Q. Shaw
2008 — conf
Identification and ranking of relevant image content.
Image Processing: Algorithms and Systems
Mustafa I. Jaber, Eli Saber, Sohail A. Dianat, Mark Q. Shaw, Ranjit Bhaskar
2007 — conf
SNR Estimation in Nakagami Fading Channels with Arbitrary Constellation.
ICASSP (2)
Sohail A. Dianat
2006 — conf
Dynamic Optimization Algorithm For Generating Inverse Printer Map With Reduced Measurements.
ICASSP (3)
Sohail A. Dianat, Lalit K. Mestha, Athimootitil Mathew
2006 — conf
Estimation of parameters of input traffic streams from statistically multiplexed output.
EUSIPCO
Rajesh Narasimha, Raghuveer M. Rao, Sohail A. Dianat
2006 Misc conf
Finding Input Data Rates of Statistically Multiplexed Traffic.
CISS
Rajesh Narasimha, Raghuveer M. Rao, Sohail A. Dianat
2005 J jnl
DSP utilization in digital color printing.
IEEE Signal Process. Mag.
Eli Saber, Sohail A. Dianat, Lalit K. Mestha, Perry Y. Li
2002 — conf
Blind adaptive decision feedback multiuser detector for DS-CDMA with power estimation.
VTC Spring
Rajesh Narasimha, Sohail A. Dianat
2001 J jnl
Robust stabilization of tone reproduction curves for the xerographic printing process.
IEEE Trans. Control. Syst. Technol.
Perry Y. Li, Sohail A. Dianat
1999 J jnl
Design and implementation of a DSP based MPEG-1 audio encoder.
IEEE Trans. Consumer Electron.
Eric Hoekstra, Muhammad E. Shaaban, Roy Czernikowski, Sohail A. Dianat
1992 Misc conf
Cross-bispectrum computation for multichannel quadratic phase coupling estimation.
ICASSP
Raghuveer M. Rao, Sohail A. Dianat
1990 J jnl
Bispectral reconstruction of signals in noise: amplitude reconstruction issues.
IEEE Trans. Acoust. Speech Signal Process.
Gopal Sundaramoorthy, Raghuveer M. Rao, Sohail A. Dianat
1990 Misc conf
Fast algorithms for bispectral reconstruction of two-dimensional signals.
ICASSP
Sohail A. Dianat, Raghuveer M. Rao
1989 Misc conf
Bispectrum phase transformation for non-minimum phase signal reconstruction.
ICASSP
Sohail A. Dianat, M. R. Raghuveer
1989 J jnl
On the existence of autoregressive models for third-order cumulant matching.
IEEE Trans. Acoust. Speech Signal Process.
Raghuveer M. Rao, Sohail A. Dianat
1989 Misc conf
Polyspectral factorization: necessary and sufficient condition for finite extent cumulant sequences.
ICASSP
Sohail A. Dianat, M. R. Raghuveer
1986 J jnl
Adaptive spectral estimation by the conjugate gradient method.
IEEE Trans. Acoust. Speech Signal Process.
Huanqun Chen, Tapan K. Sarkar, Sohail A. Dianat, John Brule
1983 Misc conf
A finite step adaptive implementation of the Pisarenko's harmonic retrieval method in colored noise.
ICASSP
Tapan K. Sarkar, Sohail A. Dianat, S. M. Rao