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Akash Srivastava — most-cited papers & profile · Generative Models
← authors
·
overview
Akash Srivastava
13
papers ·
294
citations ·
15
h-index
Homi Bhabha National Institute · Tata Memorial Hospital · Care Institute of Medical Sciences · Sri Aurobindo Institute of Medical Sciences · Institute of Medical Sciences · GLA University
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Most-cited papers
VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning
2017 · 276 citations
Variational Inference In Pachinko Allocation Machines
2018 · 6 citations
Generative Ratio Matching Networks
2018 · 4 citations
Spectrum-Aware Parameter Efficient Fine-Tuning for Diffusion Models
2024 · 1 citations
T3D: Few-Step Diffusion Language Models via Trajectory Self-Distillation with Direct Discriminative Optimization
2026
DICE: Discrete Inversion Enabling Controllable Editing for Multinomial Diffusion and Masked Generative Models
2024
Scalable Spike Source Localization in Extracellular Recordings using Amortized Variational Inference
2019
SimVAE: Simulator-Assisted Training forInterpretable Generative Models
2019
Top co-authors
Charles Sutton
· 3
Ligong Han
· 3
Dimitris N. Metaxas
· 2
Felix Juefei-Xu
· 2
Junzhou Huang
· 2
Michael U. Gutmann
· 2
Song Wen
· 2
Alessio P. Buccino
· 1
Bo Liu
· 1
Chaowei Tan
· 1
Chris Russell
· 1
Cole L. Hurwitz
· 1
Topics
Training & Sampling
Diffusion Models
GANs
stat.AP
stat.ML
Conditioning & Control
cs.LG
Text-to-Image