Publications for Year 2022


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Click to download BibTeX data A. Rios, N. Ahuja, I. Ndiour, U. Genc, L. Itti, O. Tickoo, incDFM: Incremental Deep Feature Modeling for Continual Novelty Detection, In: European Conference on Computer Vision, pp. 588--604, Oct 2022. [2022 acceptance rate: 28%]

Click to download BibTeX data Y. Ge, Y. Xiao, Z. Xu, X. Wang, L. Itti, Contributions of Shape, Texture, and Color in Visual Recognition, In: European Conference on Computer Vision, pp. 369--386, Oct 2022. [2022 acceptance rate: 28%]

Click to download BibTeX data Y. Ge, H. Behl, J. Xu, S. Gunasekar, N. Joshi, Y. Song, X. Wang, L. Itti, V. Vineet, Neural-Sim: Learning to Generate Training Data with NeRF, In: European Conference on Computer Vision, pp. 477--493, Oct 2022. [2022 acceptance rate: 28%] (Cited by 1)

Click to download BibTeX data S. Wen, A. S. Rios, K. Lekkala, L. Itti, What can we learn from misclassified ImageNet images?, arXiv preprint arXiv:2201.08098, 2022. [ArXiv Preprint]

Click to download BibTeX data S. A. Sontakke, B. Ramanan, L. Itti, T. Woo, Model2Detector: Widening the Information Bottleneck for Out-of-Distribution Detection using a Handful of Gradient Steps, arXiv preprint arXiv:2202.11226, 2022. [ArXiv Preprint]

Click to download BibTeX data M. Habibi, W. H. Oertel, B. J. White, D. C. Brien, B. C. Coe, H. C. Riek, J. Perkins, R. Yep, L. Itti, L. Timmermann, others, Eye tracking identifies biomarkers in $alpha$-synucleinopathies versus progressive supranuclear palsy, Journal of Neurology, pp. 1--19, Springer, Sep 2022. [2021 impact factor: 4.849]

Click to download BibTeX data S. Roychowdhury, S. Sontakke, L. Itti, M. Sarkar, M. Aggarwal, P. Badjatiya, N. Puri, B. Krishnamurthy, SHERLock: Self-Supervised Hierarchical Event Representation Learning, In: 2022 26th International Conference on Pattern Recognition (ICPR), IEEE, pp. 2672--2678, Aug 2022. [2022 acceptance rate: 52%]

Click to download BibTeX data J. Oster, J. Huang, B. J. White, R. Radach, L. Itti, D. P. Munoz, C. A. Wang, Pupillary responses to differences in luminance, color and set size, Experimental Brain Research, pp. 1--13, Springer, Jun 2022. [2021 impact factor: 2.193]

Click to download BibTeX data Y. Ge, J. Ren, Y. Wang, A. Gallagher, M. H. Yang, L. Itti, H. Adam, B. Lakshminarayanan, J. Zhao, Improving Zero-shot Generalization and Robustness of Multi-modal Models, arXiv preprint arXiv:2212.01758, 2022. [ArXiv Preprint]

Click to download BibTeX data Y. Ge, S. {. Arik, J. Yoon, A. Xu, L. Itti, T. Pfister, Invariant Structure Learning for Better Generalization and Causal Explainability, arXiv preprint arXiv:2206.06469, 2022. [ArXiv Preprint]

Click to download BibTeX data Y. Xu, Z. Zhao, Y. Xiao, T. Yu, H. Mulaosmanovic, D. Kleimaier, S. Duenkel, S. Beyer, X. Gong, R. Joshi, others, Ferroelectric FET based Context-Switching FPGA Enabling Dynamic Reconfiguration for Adaptive Deep Learning Machines, arXiv preprint arXiv:2212.00089, 2022. [ArXiv Preprint]

Click to download BibTeX data I. Fostiropoulos, L. Itti, Supervised Contrastive Prototype Learning: Augmentation Free Robust Neural Network, arXiv preprint arXiv:2211.14424, 2022. [ArXiv Preprint]

Click to download BibTeX data Y. Ge, J. Xu, B. N. Zhao, L. Itti, V. Vineet, Dall-e for detection: Language-driven context image synthesis for object detection, arXiv preprint arXiv:2206.09592, 2022. [ArXiv Preprint]

Click to download BibTeX data Y. Ge, J. Xu, B. N. Zhao, L. Itti, V. Vineet, EM-Paste: EM-guided Cut-Paste with DALL-E Augmentation for Image-level Weakly Supervised Instance Segmentation, arXiv preprint arXiv:2212.07629, 2022. [ArXiv Preprint]

Click to download BibTeX data S. A. Sontakke, S. Iota, Z. Hu, A. Mehrjou, L. Itti, B. Scholkopf, GalilAI: Out-of-Task Distribution Detection using Causal Active Experimentation for Safe Transfer RL, In: The 25th International Conference on Artificial Intelligence and Statistics (AISTATS), pp. 1-8, Mar 2022. [2022 acceptance rate: 29%]

 

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