KP
Kushagra Pandey
cs.LGcs.CVstat.MLcs.AIDecompressive craniectomyTraumatic brain injuryAeromedical transferBasal cisternostomybioinformaticsBrain Injuries, Traumatic
On Valency
published · living versionsW_thuve42j·v1 · currentpublished
Parallel Language Models via Variational Decoding
with Felix Draxler, Robin C. Geyer, Daniel Geyfman, Farrin Marouf Sofian +11
1 version
Preprints & journals
16 papers in the corpus · 2021–2026Parallel Language Models via Variational Decoding2610.26693v1 · Felix Draxler, Robin C. Geyer, Daniel Geyfman et al.2026 · 0 citationsarXivon Valency
Clinical effects of adjuvant basal cisternostomy in traumatic brain injury: a pragmatic single-centre randomised controlled trial.42753532 · Shah, Het, Bora, Santanu Kumar, Pandey, Kushagra et al.2026 · 0 citationsJournal of clinical neuroscience : official journal of the Neurosurgical Society of Australasia. 2026;154:112296
Intercontinental aeromedical transfers after decompressive craniectomy for severe traumatic brain injury: Systematic review and evidence-informed fitness-to-fly pathway.42620822 · Gupta, Deepak, Garg, Vishal, Kishore, Ritwik et al.2026 · 0 citationsBrain & spine. 2026;6:106278
Variational Test-time Optimization for Diffusion Synchronization2606.15614v2 · Hyunsoo Lee, Farrin Marouf Sofian, Kushagra Pandey et al.2026 · 0 citationsarXiv
Hierarchical Variational Policies for Reward-Guided Diffusion2605.21661v1 · Kushagra Pandey, Farrin Marouf Sofian, Jan Niklas Groeneveld et al.2026 · 0 citationsarXiv
Control-Augmented Autoregressive Diffusion for Data Assimilation2510.06637v3 · Prakhar Srivastava, Farrin Marouf Sofian, Francesco Immorlano et al.2025 · 0 citationsarXiv
Variational Control for Guidance in Diffusion Models2502.03686v2 · Kushagra Pandey, Farrin Marouf Sofian, Felix Draxler et al.2025 · 0 citationsarXiv
multiHIVE: Hierarchical Multimodal Deep Generative Model for Single-cell Multiomics Integration10.1101/2025.01.28.635222v1 · Nanduri, A., Musale, K. P., Pandey, K. et al.2025 · 0 citationsbioRxiv
Heavy-Tailed Diffusion Models2410.14171v2 · Kushagra Pandey, Jaideep Pathak, Yilun Xu et al.2024 · 3 citationsarXiv
Fast Samplers for Inverse Problems in Iterative Refinement Models2405.17673v2 · Kushagra Pandey, Ruihan Yang, Stephan Mandt2024 · 0 citationsarXiv
On the Challenges and Opportunities in Generative AI2403.00025v4 · Laura Manduchi, Clara Meister, Kushagra Pandey et al.2024 · 23 citationsarXiv
Towards Fast Stochastic Sampling in Diffusion Generative Models2402.07211v2 · Kushagra Pandey, Maja Rudolph, Stephan Mandt2024 · 0 citationsarXiv
Efficient Integrators for Diffusion Generative Models2310.07894v1 · Kushagra Pandey, Maja Rudolph, Stephan Mandt2023 · 0 citationsarXiv
A Complete Recipe for Diffusion Generative Models2303.01748v2 · Kushagra Pandey, Stephan Mandt2023 · 6 citationsarXiv
Inference of cell state transitions and cell fate plasticity from single-cell with MARGARET.35639499 · Pandey, Kushagra, Zafar, Hamim2022 · 32 citationsNucleic acids research. 2022;50(15):e86
DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents2201.00308v3 · Kushagra Pandey, Avideep Mukherjee, Piyush Rai et al.2022 · 51 citationsarXiv
Career total: 20 works. 16 are in this corpus.
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