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Full List of Publications

Articles

  1. A. Zhmoginov, J. Lee, M. Vladymyrov, M. Sandler, Learning Fast and Slow: Representations for In-Context Weight Modulation (1st ICML Workshop on In-Context Learning, 2024) [Page].
  2. A. Zhmoginov, J. Lee, M. Sandler, Projectable Models: One-Shot Generation of Small Specialized Transformers from Large Ones (2nd ICML Workshop on Efficient Systems for Foundation Models, 2024) [Page].
  3. M. Lazarow, E. Kur, A. Zhmoginov, J. Fajans, J. Wurtele, A kinetic model for pure electron plasma compression via the rotating wall technique, J. of Plasma Physics 89, 935890404 (2023). [Fulltext]
  4. J. von Oswald, E. Niklasson, E. Randazzo, J. Sacramento, A. Mordvintsev, A. Zhmoginov, M. Vladymyrov, Transformers learn in-context by gradient descent, ICML 2023.
  5. M. Vladymyrov, A. Zhmoginov, M. Sandler, Continual Few-Shot Learning Using HyperTransformers, arXiv (2023).
  6. M. Sandler, A. Zhmoginov, M. Vladymyrov, N. Miller, Training trajectories, mini-batch losses and the curious role of the learning rate, arXiv (2023).
  7. A. Zhmoginov, M. Sandler, N. Miller, G. Kristiansen, M. Vladymyrov, Decentralized Learning with Multi-Headed Distillation, CVPR 2023.
  8. A. Zhmoginov, M. Sandler, M. Vladymyrov, Hypertransformer: Model generation for supervised and semi-supervised few-shot learning, ICML 2022.
  9. M. Sandler, A. Zhmoginov, M. Vladymyrov, A. Jackson, Fine-tuning image transformers using learnable memory, CVPR 2022.
  10. A. Zhmoginov, D. Bashkirova, M. Sandler, Compositional models: Multi-task learning and knowledge transfer with modular networks, arXiv (2021).
  11. M. Sandler, M. Vladymyrov, A. Zhmoginov, N. Miller, T. Madams, A. Jackson, B. A. Y Arcas, Meta-learning bidirectional update rules, ICML 2021.
  12. M. Zhang, C.-T. Chu, A. Zhmoginov, A. Howard, B. Jou, Y. Zhu, L. Zhang, R. Hwa, A. Kovashka, Basisnet: Two-stage model synthesis for efficient inference, CVPR 2021 Workshop.
  13. L. Luo, M. Sandler, Z. Lin, A. Zhmoginov, A. Howard, Large-scale generative data-free distillation, arXiv (2020).
  14. M. Sandler, A. Zhmoginov, L. Luo, A. Mordvintsev, E. Randazzo, Image segmentation via cellular automata, arXiv (2020).
  15. M. Sandler, J. Baccash, A. Zhmoginov, A. Howard, Non-discriminative data or weak model? On the relative importance of data and model resolution, arXiv (ICCV 2019).
  16. A. Zhmoginov, I. Fischer, M. Sandler, Information-Bottleneck Approach to Salient Region Discovery, arXiv (ICML 2019. Workshop on Self-Supervised Learning) (ECML PKDD 2020).
  17. P. K. Mudrakarta, M. Sandler, A. Zhmoginov, A. Howard, K For The Price Of 1: Parameter Efficient Multi-task And Transfer Learning, arXiv (ICLR 2019).
  18. M. Sandler, A. Howard, M. Zhu, A. Zhmoginov, L.-C. Chen, MobileNetV2: Inverted Residuals and Linear Bottlenecks, CVPR 2018.
  19. S. Changpinyo, M. Sandler, A. Zhmoginov, The Power of Sparsity in Convolutional Neural Networks, arXiv (2017).
  20. C. Chu, A. Zhmoginov, M. Sandler, CycleGAN, a Master of Steganography, arXiv (NIPS 2017 Workshop).
  21. I. Y. Dodin, A. I. Zhmoginov, D. E. Ruiz, Variational principles for dissipative (sub)systems, with applications to the theory of linear dispersion and geometrical optics, Phys. Letters A 381, 1411 (2017) [arXiv].
  22. A. Zhmoginov, M. Sandler, Inverting face embeddings with convolutional neural networks, arXiv (2016).
  23. M. Ahmadi, M. Baquero-Ruiz, W. Bertsche, E. Butler, A. Capra, C. Carruth, C. L. Cesar, M. Charlton, A. E. Charman, S. Eriksson, L. T. Evans, N. Evetts, J. Fajans, T. Friesen, M. C. Fujiwara, D. R. Gill, A. Gutierrez, J. S. Hangst, W. N. Hardy, M. E. Hayden, C. A. Isaac, A. Ishida, S. A. Jones, S. Jonsell, L. Kurchaninov, N. Madsen, D. Maxwell, J. T. K. McKenna, S. Menary, J. M. Michan, T. Momose, J. J. Munich, P. Nolan, K. Olchanski, A. Olin, A. Povilus, P. Pusa, C. Ø. Rasmussen, F. Robicheaux, R. L. Sacramento, M. Sameed, E. Sarid, D. M. Silveira, C. So, T. D. Tharp, R. I. Thompson, D. P. van der Werf, J. S. Wurtele, A. I. Zhmoginov, An improved limit on the charge of antihydrogen from stochastic acceleration, Nature 529, 373 (2016).
  24. M. Baquero-Ruiz, A. E. Charman, J. Fajans, A. Little, A. Povilus, F. Robicheaux, J. S. Wurtele and A. I. Zhmoginov, Using stochastic acceleration to place experimental limits on the charge of antihydrogen, New J. of Phys. 16, 083013 (2014).
  25. C. Amole, M. D. Ashkezari, M. Baquero-Ruiz, W. Bertsche, E. Butler, A. Capra, C. L. Cesar, M. Charlton, S. Eriksson, J. Fajans, T. Friesen, M. C. Fujiwara, D. R. Gill, A. Gutierrez, J. S. Hangst, W. N. Hardy, M. E. Hayden, C. A. Isaac, S. Jonsell, L. Kurchaninov, A. Little, N. Madsen, J. T. K. McKenna, S. Menary, S. C. Napoli, P. Nolan, K. Olchanski, A. Olin, A. Povilus, P. Pusa, C. Ø. Rasmussen, F. Robicheaux, E. Sarid, D. M. Silveira, C. So, T. D. Tharp, R. I. Thompson, D. P. van der Werf, Z. Vendeiro, J. S. Wurtele, A. I. Zhmoginov and A. E. Charman, An experimental limit on the charge of antihydrogen, Nature Comm. 5, 3955 (2014).
  26. P. Hamilton, A. Zhmoginov, F. Robicheaux, J. Fajans, J. Wurtele and H. Müller, Antimatter Interferometry for Gravity Measurements, Phys. Rev. Lett. 112, 121102 (2014). [arXiv]
  27. A. I. Zhmoginov, J. S. Wurtele, J. Fajans, and A. Charman, Nonlinear Dynamics of Antihydrogen in Magnetostatic Traps: Implications for Gravitational Measurements, Classical Quant. Grav. 30, 205014 (2013). [arXiv]
  28. J. W. Burby, A. I. Zhmoginov and H. Qin, Hamiltonian Mechanics of Stochastic Acceleration, Phys. Rev. Lett. 111, 195001 (2013). [arXiv]
  29. C. Amole, M. D. Ashkezari, M. Baquero-Ruiz, W. Bertsche, E. Butler, A. Capra, C. L. Cesar, M. Charlton, S. Eriksson, J. Fajans, T. Friesen, M. C. Fujiwara, D. R. Gill, A. Gutierrez, J. S. Hangst, W. N. Hardy, M. E. Hayden, C. A. Isaac, S. Jonsell, L. Kurchaninov, A. Little, N. Madsen, J. T. K. McKenna, S. Menary, S. C. Napoli, P. Nolan, A. Olin, P. Pusa, C. Ø. Rasmussen, F. Robicheaux, E. Sarid, D. M. Silveira, C. So, R. I. Thompson, D. P. van der Werf, J. S. Wurtele, A. I. Zhmoginov (ALPHA Collaboration) and A. E. Charman, Description and First Application of a New Technique to Measure the Gravitational Mass of Antihydrogen, Nature Comm. 4, 1785 (2013).
  30. C. Amole, M. D. Ashkezari, M. Baquero-Ruiz, W. Bertsche, E. Butler, A. Capra, C. L. Cesar, M. Charlton, A. Deller, S. Eriksson, J. Fajans, T. Friesen, M. C. Fujiwara, D. R. Gill, A. Gutierrez, J. S. Hangst, W. N. Hardy, M. E. Hayden, C. A. Isaac, S. Jonsell, L. Kurchaninov, A. Little, N. Madsen, J. T. K. McKenna, S. Menary, S. C. Napoli, K. Olchanski, A. Olin, P. Pusa, C. O. Rasmussen, F. Robicheaux, E. Sarid, C. R. Shields, D. M. Silveira, C. So, S. Stracka, R. I. Thompson, D. P. van der Werf, J. S. Wurtele, A. I. Zhmoginov (ALPHA Collaboration) and L. Friedland, Experimental and computational study of the injection of antiprotons into a positron plasma for antihydrogen production, Phys. Plasmas 20, 043510 (2013). [Fulltext]
  31. C. Amole, M. D. Ashkezari, M. Baquero-Ruiz, W. Bertsche, E. Butler, A. Capra, C. L. Cesar, M. Charlton, A. Deller, S. Eriksson, J. Fajans, T. Friesen, M. C. Fujiwara, D. R. Gill, A. Gutierrez, J. S. Hangst, W. N. Hardy, M. E. Hayden, C. A. Isaac, S. Jonsell, L. Kurchaninov, A. Little, N. Madsen, J. T. K. McKenna, S. Menary, S. C. Napoli, K. Olchanski, A. Olin, P. Pusa, C. O. Rasmussen, F. Robicheaux, E. Sarid, C. R. Shields, D. M. Silveira, C. So, S. Stracka, R. I. Thompson, D. P. van der Werf, J. S. Wurtele, A. I. Zhmoginov (ALPHA Collaboration) and L. Friedland, Autoresonant-spectrometric determination of the residual gas composition in the ALPHA experiment apparatus, Rev. Sci. Instrum. 84, 065110 (2013). [Fulltext]
  32. A. I. Zhmoginov and N. J. Fisch, Applying Alpha-Channeling to Mirror Machines, Phys. Plasmas 19, 055702 (2012) (Invited Paper). [Fulltext]
  33. A. I. Zhmoginov and N. J. Fisch, Channeling of Fusion Alpha-Particle Power using Minority Ion Catalysis, Phys. Rev. Lett. 107, 175001 (2011). [Fulltext]
  34. A. I. Zhmoginov, I. Y. Dodin, and N. J. Fisch, A Hamiltonian Model of Dissipative Wave-Particle Interactions and the Negative-Mass Effect, Phys. Lett. A. 375, 1236 (2011). [Fulltext]
  35. A. I. Zhmoginov and N. J. Fisch, Feasibility Studies of Alpha-Particle Channeling in Mirror Machines, Fusion Sci. and Tech. 57, 361 (2010). [Fulltext]
  36. A. I. Zhmoginov, I. Y. Dodin, and N. J. Fisch, Negative Effective Mass of Wave-Driven Classical Particles in Dielectric Media, Phys. Rev. E 81, 036404 (2010). [Fulltext]
  37. A. I. Zhmoginov and N. J. Fisch, Waves for Alpha-Channeling in Mirror Machines, Phys. Plasmas 16, 112511 (2009). [Fulltext]
  38. I. Y. Dodin, A. I. Zhmoginov, and N. J. Fisch, Manley-Rowe Relations for an Arbitrary Discrete System, Phys. Lett. A 372, 6094 (2008). [Fulltext]
  39. A. I. Zhmoginov and N. J. Fisch, Flux Control in Networks of Diffusion Paths, Phys. Lett. A, 372, 5534 (2008). [Fulltext]
  40. A. I. Zhmoginov and N. J. Fisch, Simulation of Alpha-Channeling in Mirror Machines, Phys. Plasmas 15, 042506 (2008). [Fulltext]
  41. A. I. Zhmoginov and G. M. Fraiman, Generation of Harmonics of Intense Laser Radiation in a Transparent Collisionless Plasma, J. Exp. Theor. Phys. 100, 895 (2005). [Fulltext]

Thesis