Alexander Gerhard Schwing

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Conference contribution

Accelerating distributed reinforcement learning with in-switch computing

Li, Y., Liu, I. J., Yuan, Y., Chen, D., Schwing, A. & Huang, J., Jun 22 2019, ISCA 2019 - Proceedings of the 2019 46th International Symposium on Computer Architecture. Institute of Electrical and Electronics Engineers Inc., p. 279-291 13 p. (Proceedings - International Symposium on Computer Architecture).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Adaptive random forest how many "experts" to ask before making a decision?

Schwing, A. G., Zach, C., Zheng, Y. & Pollefeys, M., Jan 1 2011, 2011 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011. IEEE Computer Society, p. 1377-1384 8 p. 5995684. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A network-centric hardware/algorithm co-design to accelerate distributed training of deep neural networks

Li, Y., Park, J., Alian, M., Yuan, Y., Qu, Z., Pan, P., Wang, R., Schwing, A., Esmaeilzadeh, H. & Kim, N. S., Dec 12 2018, Proceedings - 51st Annual IEEE/ACM International Symposium on Microarchitecture, MICRO 2018. IEEE Computer Society, p. 175-188 14 p. 8574540. (Proceedings of the Annual International Symposium on Microarchitecture, MICRO; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A simple baseline for audio-visual scene-aware dialog

Schwartz, I., Schwing, A. G. & Hazan, T., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 12540-12550 11 p. 8953318. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Beyond knowledge tracing: Modeling skill topologies with bayesian networks

Käser, T., Klingler, S., Schwing, A. G. & Gross, M., Jan 1 2014, Intelligent Tutoring Systems - 12th International Conference, ITS 2014, Proceedings. Springer-Verlag, p. 188-198 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8474 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Box in the box: Joint 3D layout and object reasoning from single images

Schwing, A. G., Fidler, S., Pollefeys, M. & Urtasun, R., Jan 1 2013, Proceedings - 2013 IEEE International Conference on Computer Vision, ICCV 2013. Institute of Electrical and Electronics Engineers Inc., p. 353-360 8 p. 6751153. (Proceedings of the IEEE International Conference on Computer Vision).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Convolutional Image Captioning

Aneja, J., Deshpande, A. & Schwing, A. G., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 5561-5570 10 p. 8578681. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Creativity: Generating diverse questions using variational autoencoders

Jain, U., Zhang, Z. & Schwing, A., Nov 6 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 5415-5424 10 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Design of single-group multicasting-beamformers

Hunger, R., Schmidt, D. A., Joham, M., Schwing, A. & Utschick, W., Dec 1 2007, 2007 IEEE International Conference on Communications, ICC'07. p. 2499-2505 7 p. 4289084. (IEEE International Conference on Communications).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Distributed Estimation via Opinion Dynamics

Sevuktekin, N. C., Schwing, A. G. & Singer, A. C., Aug 2019, 2019 IEEE 62nd International Midwest Symposium on Circuits and Systems, MWSCAS 2019. Institute of Electrical and Electronics Engineers Inc., p. 476-480 5 p. 8885091. (Midwest Symposium on Circuits and Systems; vol. 2019-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Distributed message passing for large scale graphical models

Schwing, A., Hazan, T., Pollefeys, M. & Urtasun, R., Jan 1 2011, 2011 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011. IEEE Computer Society, p. 1833-1840 8 p. 5995642. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Diverse and Coherent Paragraph Generation from Images

Chatterjee, M. & Schwing, A. G., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Hebert, M., Weiss, Y., Ferrari, V. & Sminchisescu, C. (eds.). Springer-Verlag Berlin Heidelberg, p. 747-763 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11206 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Diverse generation for multi-agent sports games

Yeh, R. A., Schwing, A. G., Huang, J. & Murphy, K., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 4605-4614 10 p. 8953867. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Efficient deep learning for stereo matching

Luo, W., Schwing, A. G. & Urtasun, R., Dec 9 2016, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. IEEE Computer Society, p. 5695-5703 9 p. 7780983. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2016-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Efficient exact inference for 3D indoor scene understanding

Schwing, A. G. & Urtasun, R., Oct 30 2012, Computer Vision, ECCV 2012 - 12th European Conference on Computer Vision, Proceedings. PART 6 ed. p. 299-313 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7577 LNCS, no. PART 6).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Efficient structured parsing of facades using dynamic programming

Cohen, A., Schwing, A. G. & Pollefeys, M., Sep 24 2014, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 3206-3213 8 p. 6909806. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Efficient structured prediction for 3D indoor scene understanding

Schwing, A. G., Hazan, T., Pollefeys, M. & Urtasun, R., 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2012. p. 2815-2822 8 p. 6248006. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Efficient structured prediction with latent variables for general graphical models

Schwing, A. G., Hazan, T., Pollefeys, M. & Urtasun, R., Oct 10 2012, Proceedings of the 29th International Conference on Machine Learning, ICML 2012. p. 959-966 8 p. (Proceedings of the 29th International Conference on Machine Learning, ICML 2012; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Estimating the 3D layout of indoor scenes and its clutter from depth sensors

Zhang, J., Kan, C., Schwing, A. G. & Urtasun, R., Jan 1 2013, Proceedings - 2013 IEEE International Conference on Computer Vision, ICCV 2013. Institute of Electrical and Electronics Engineers Inc., p. 1273-1280 8 p. 6751268. (Proceedings of the IEEE International Conference on Computer Vision).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Factor graph attention

Schwartz, I., Yu, S., Hazan, T. & Schwing, A. G., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 2039-2048 10 p. 8953801. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fast, diverse and accurate image captioning guided by part-of-speech

Deshpande, A., Aneja, J., Wang, L., Schwing, A. G. & Forsyth, D., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 10687-10696 10 p. 8953300. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

FMRI data augmentation via synthesis

Zhuang, P., Schwing, A. G. & Koyejo, O., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1783-1787 5 p. 8759585. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fully automatic segmentation of wrist bones for arthritis patients

Koch, M., Schwing, A. G., Comaniciu, D. & Pollefeys, M., Nov 2 2011, 2011 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI'11. p. 636-640 5 p. 5872487. (Proceedings - International Symposium on Biomedical Imaging).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Generative Modeling Using the Sliced Wasserstein Distance

Deshpande, I., Zhang, Z. & Schwing, A., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 3483-3491 9 p. 8578465. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Globally convergent dual MAP LP relaxation solvers using Fenchel-Young margins

Schwing, A. G., Hazan, T., Urtasun, R. & Pollefeys, M., Dec 1 2012, Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012, NIPS 2012. p. 2384-2392 9 p. (Advances in Neural Information Processing Systems; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Globally convergent parallel MAP LP relaxation solver using the frank-Wolfe algorithm

Schwing, A. G., Hazan, T., Pollefeys, M. & Urtasun, R., Jan 1 2014, 31st International Conference on Machine Learning, ICML 2014. International Machine Learning Society (IMLS), p. 1853-1866 14 p. (31st International Conference on Machine Learning, ICML 2014; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image Restoration with Deep Generative Models

Yeh, R. A., Lim, T. Y., Chen, C., Schwing, A. G., Hasegawa-Johnson, M. & Do, M., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6772-6776 5 p. 8462317. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning deep structured models

Chen, L. C., Schwing, A. G., Yuille, A. L. & Urtasun, R., Jan 1 2015, 32nd International Conference on Machine Learning, ICML 2015. Bach, F. & Blei, D. (eds.). International Machine Learning Society (IMLS), p. 1785-1794 10 p. (32nd International Conference on Machine Learning, ICML 2015; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning to segment under various forms of weak supervision

Xu, J., Schwing, A. G. & Urtasun, R., Oct 14 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 3781-3790 10 p. 7299002. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 07-12-June-2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

MatchBox: Indoor image matching via box-like scene estimation

Srajer, F., Schwing, A. G., Pollefeys, M. & Pajdla, T., Feb 6 2015, Proceedings - 2014 International Conference on 3D Vision, 3DV 2014. Institute of Electrical and Electronics Engineers Inc., p. 705-712 8 p. 7035888. (Proceedings - 2014 International Conference on 3D Vision, 3DV 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Max-sliced wasserstein distance and its use for gans

Deshpande, I., Hu, Y. T., Sun, R., Pyrros, A., Siddiqui, N., Koyejo, S., Zhao, Z., Forsyth, D. & Schwing, A. G., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 10640-10648 9 p. 8953668. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Monocular object instance segmentation and depth ordering with CNNs

Zhang, Z., Schwing, A. G., Fidler, S. & Urtasun, R., Feb 17 2015, 2015 International Conference on Computer Vision, ICCV 2015. Institute of Electrical and Electronics Engineers Inc., p. 2614-2622 9 p. 7410657. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2015 International Conference on Computer Vision, ICCV 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

No-frills human-object interaction detection: Factorization, layout encodings, and training techniques

Gupta, T., Schwing, A. & Hoiem, D., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 9676-9684 9 p. 9010934. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reliable extraction of the mid-sagittal plane in 3D brain MRI via hierarchical landmark detection

Schwing, A. G. & Zheng, Y., Jul 29 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014. Institute of Electrical and Electronics Engineers Inc., p. 213-216 4 p. 6867847. (2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Rent3D: Floor-plan priors for monocular layout estimation

Liu, C., Schwing, A. G., Kundu, K., Urtasun, R. & Fidler, S., Oct 14 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 3413-3421 9 p. 7298963. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 07-12-June-2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sail-VOS: Semantic amodal instance level video object segmentation-A synthetic dataset and baselines

Hu, Y. T., Chen, H. S., Hui, K., Huang, J. B. & Schwing, A. G., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 3100-3110 11 p. 8953603. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Semantic image inpainting with deep generative models

Yeh, R. A., Chen, C., Yian Lim, T., Schwing, A. G., Hasegawa-Johnson, M. & Do, M. N., Nov 6 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 6882-6890 9 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sensor training data reduction for autonomous vehicles

Tomei, M., Schwing, A., Narayanasamy, S. & Kumar, R., Oct 7 2019, HotEdgeVideo 2019 - Proceedings of the 2019 Workshop on Hot Topics in Video Analytics and Intelligent Edges, co-located with MobiCom 2019. Association for Computing Machinery, p. 45-50 6 p. (Proceedings of the Annual International Conference on Mobile Computing and Networking, MOBICOM).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sequential latent spaces for modeling the intention during diverse image captioning

Aneja, J., Agrawal, H., Batra, D. & Schwing, A., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 4260-4269 10 p. 9010960. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Straight to the facts: Learning knowledge base retrieval for factual visual question answering

Narasimhan, M. & Schwing, A. G., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Ferrari, V., Sminchisescu, C., Weiss, Y. & Hebert, M. (eds.). Springer-Verlag Berlin Heidelberg, p. 460-477 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11212 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Structural consistency and controllability for diverse colorization

Messaoud, S., Forsyth, D. & Schwing, A. G., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Hebert, M., Weiss, Y., Ferrari, V. & Sminchisescu, C. (eds.). Springer-Verlag Berlin Heidelberg, p. 603-619 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11210 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Tell me what you see and i will show you where it is

Xu, J., Schwing, A. G. & Urtasun, R., Sep 24 2014, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 3190-3197 8 p. 6909804. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Training deep neural networks via direct loss minimization

Song, Y., Schwing, A. G., Zemcl, R. S. & Urtasun, R., 2016, 33rd International Conference on Machine Learning, ICML 2016. Weinberger, K. Q. & Balcan, M. F. (eds.). International Machine Learning Society (IMLS), p. 3207-3221 15 p. (33rd International Conference on Machine Learning, ICML 2016; vol. 5).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Two body problem: Collaborative visual task completion

Jain, U., Weihs, L., Kolve, E., Rastegari, M., Lazebnik, S., Farhadi, A., Schwing, A. G. & Kembhavi, A., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 6682-6692 11 p. 8953359. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Two Can Play This Game: Visual Dialog with Discriminative Question Generation and Answering

Jain, U., Schwing, A. & Lazebnik, S., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 5754-5763 10 p. 8578701. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Unsupervised Textual Grounding: Linking Words to Image Concepts

Yeh, R. A., Do, M. N. & Schwing, A. G., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 6125-6134 10 p. 8578739. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Unsupervised Video Object Segmentation Using Motion Saliency-Guided Spatio-Temporal Propagation

Hu, Y. T., Huang, J. B. & Schwing, A. G., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Hebert, M., Ferrari, V., Sminchisescu, C. & Weiss, Y. (eds.). Springer-Verlag Berlin Heidelberg, p. 813-830 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11205 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

ViCo: Word embeddings from visual co-occurrences

Gupta, T., Schwing, A. & Hoiem, D., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 7424-7433 10 p. 9010420. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Videomatch: Matching based video object segmentation

Hu, Y. T., Huang, J. B. & Schwing, A. G., 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Ferrari, V., Sminchisescu, C., Weiss, Y. & Hebert, M. (eds.). Springer-Verlag Berlin Heidelberg, p. 56-73 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11212 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution