Research output per year
Research output per year
- 1 - 50 out of 614 results
Search results
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2024
Enhancing access to affordable energy through peer-to-peer automated negotiations
Couraud, B., Robu, V., Andoni, M., Norbu, S., Franken, L., Paolo, C., Webb, L., Kirli, D., Friedrich, D., Iqbal, Z., Papathanasi, A., Kilgour, J., Franquet, E., Rozier, Y., Pennucci, R., Goddard, N., Kumdrieck, S., Djokic, S., Kiprakis, A. & Flynn, D., 30 Aug 2024, 2024 International Conference on Renewable Energies and Smart Technologies. Institute of Electrical and Electronics Engineers, p. 1-5 5 p. 10645368Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Local energy markets in energy communities and their impact on energy poverty
Andoni, M., Couraud, B., Robu, V., Norbu, S., Flynn, D., Cherubini, P., Franken, L., Iqbal, Z., Kilgour, J., Kirli, D., Papathanasi, A., Webb, L., Djokic, S., Friedrich, D., Goddard, N., Kiprakis, A. & Krumdieck, S., 30 Aug 2024, 2024 International Conference on Renewable Energies and Smart Technologies. Institute of Electrical and Electronics Engineers, p. 1-5 5 p. 10645401Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Comparative analyses of multilingual drug entity recognition systems for clinical case reports in cardiology
Lee, C., Simpson, T. I., Posma, J. M. & Lain, A. D., 5 Aug 2024, Working Notes of the Conference and Labs of the Evaluation Forum. Faggioli, G., Ferro, N., Galuščáková, P. & García Seco de Herrera, A. (eds.). CEUR-WS, Vol. 3740. p. 159-167 9 p. (CEUR Workshop Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Improving gradient-guided nested sampling for posterior inference
Lemos, P., Malkin, N., Handley, W., Bengio, Y., Hezaveh, Y. & Perreault-Levasseur, L., 27 Jul 2024, Proceedings of the 41st International Conference on Machine Learning. Salakhutdinov, R., Kolter, Z., Heller, K., Weller, A., Oliver, N., Scarlett, J. & Berkenkamp, F. (eds.). PMLR, Vol. 235. p. 27230-27253 24 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Iterated denoising energy matching for sampling from Boltzmann densities
Akhound-Sadegh, T., Rector-Brooks, J., Bose, A. J., Mittal, S., Lemos, P., Liu, C-H., Sendera, M., Ravanbakhsh, S., Gidel, G., Bengio, Y., Malkin, N. & Tong, A., 27 Jul 2024, Proceedings of the 41st International Conference on Machine Learning. Salakhutdinov, R., Kolter, Z., Heller, K., Weller, A., Oliver, N., Scarlett, J. & Berkenkamp, F. (eds.). PMLR, Vol. 235. p. 760-786 27 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Pre-processing and quality control of large clinical CT head datasets for intracranial arterial calcification segmentation
Jin, B., del C. Valdés Hernández, M., Fontanella, A., Li, W., Platt, E., Armitage, P., Storkey, A., Wardlaw, J. M. & Mair, G., 15 Jul 2024, (Accepted/In press) Data Engineering in Medical Imaging (DEMI). Springer, (Lecture Notes in Computer Science).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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V-STaR: Training verifiers for self-taught reasoners
Hosseini, A., Yuan, X., Malkin, N., Courville, A., Sordoni, A. & Agarwal, R., 10 Jul 2024, (Accepted/In press) Proceedings of the 2024 Conference on Language Modeling.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Real-time implementation of spatial convolutional network to control myoelectric prostheses
Jabbari, M., Wu, H. & Nazarpour, K., 28 Jun 2024, 2024 IEEE International Instrumentation and Measurement Technology Conference. Institute of Electrical and Electronics Engineers, p. 1-6 6 p. 10560570Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Can large language models put 2 and 2 together? Probing for entailed arithmetical relationships
Panas, D., Seth, S. & Belle, V., 7 Jun 2024, (Accepted/In press) Proceedings of the 18th International Conference for Neurosymbolic Learning and Reasoning. (Proceedings of the International Conference for Neurosymbolic Learning and Reasoning).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Discrete probabilistic inference as control in multi-path environments
Deleu, T., Nouri, P., Malkin, N., Precup, D. & Bengio, Y., 25 Apr 2024, (Accepted/In press) Uncertainty in Artificial Intelligence. PMLRResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Taming the Sigmoid Bottleneck: Provably Argmaxable Sparse Multi-Label Classification
Grivas, A., Vergari, A. & Lopez, A., 24 Mar 2024, Proceedings of the 38th Annual AAAI Conference on Artificial Intelligence: AAAI Technical Track on Machine Learning II. 11 ed. AAAI Press, Vol. 38. p. 12208-12216 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 11).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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AirPlanes: Accurate plane estimation via 3D-consistent embeddings
Watson, J., Aleotti, F., Sayed, M., Qureshi, Z., Mac Aodha, O., Brostow, G., Firman, M. & Vicente, S., 6 Mar 2024, (Accepted/In press) Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Enhancing 2D representation learning with a 3D prior
Aygun, M., Dhar, P., Yan, Z., Mac Aodha, O. & Ranjan, R., 6 Mar 2024, (Accepted/In press) Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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From coarse to fine-grained open-set recognition
Lang, N., Snæbjarnarson, V., Cole, E., Mac Aodha, O., Igel, C. & Belongie, S., 6 Mar 2024, (Accepted/In press) Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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GeoGen: Geometry-aware generative modeling via signed distance functions
Esposito, S., Xu, Q., Kania, K., Hewitt, C., Mariotti, O., Petikam, L., Valentin, J., Onken, A. & Mac Aodha, O., 6 Mar 2024, (Accepted/In press) Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Improving semantic correspondence with viewpoint-guided spherical maps
Mariotti, O., Mac Aodha, O. & Bilen, H., 6 Mar 2024, (Accepted/In press) Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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SAOR: Single-view articulated object reconstruction
Aygün, M. & Aodha, O. M., 6 Mar 2024, (Accepted/In press) Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Incremental Generalized Category Discovery
Zhao, B. & Mac Aodha, O., 15 Jan 2024, 2023 IEEE/CVF International Conference on Computer Vision (ICCV). Institute of Electrical and Electronics Engineers, p. 19080-19090 11 p. (International Conference on Computer Vision (ICCV)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Investigating the Advantages of Magnetomyography in Assistive Healthcare Technology
Arekhloo, N. G., Parvizi, H., Zuo, S., Wang, H., Nazarpour, K. & Heidari, H., 10 Jan 2024, ICECS 2023 - 2023 30th IEEE International Conference on Electronics, Circuits and Systems: Technosapiens for Saving Humanity. Institute of Electrical and Electronics Engineers, p. 1-4 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2023
Joint Bayesian inference of graphical structure and parameters with a single generative flow network
Deleu, T., Nishikawa-Toomey, M., Subramanian, J., Malkin, N., Charlin, L. & Bengio, Y., 16 Dec 2023, Advances in Neural Information Processing Systems 36: NeurIPS 2023. Oh, A., Naumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). p. 1-28 28 p. (Advances in Neural Information Processing Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Let the flows tell: Solving graph combinatorial optimization problems with GFlowNets
Zhang, D., Dai, H., Malkin, N., Courville, A., Bengio, Y. & Pan, L., 16 Dec 2023, Advances in Neural Information Processing Systems 36: NeurIPS 2023. Oh, A., Naumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). p. 1-18 18 p. (Advances in Neural Information Processing Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Active Learning-Based Species Range Estimation
Lange, C., Cole, E., Van Horn, G. & Mac Aodha, O., 15 Dec 2023, 37th Conference on Neural Information Processing Systems (NeurIPS 2023). Curran Associates Inc, Vol. 36. p. 41892-41913 22 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Nudging neural click prediction models to pay attention to position
Karra, E., Zhao, W., Murray, I. & Pellegrini, R., 21 Oct 2023, Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (CIKM ’23). ACM, p. 1067–1076 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Meta Omnium: A Benchmark for General-Purpose Learning-to-Learn
Bohdal, O., Tian, Y., Zong, Y., Chavhan, R., Li, D., Gouk, H., Guo, L. & Hospedales, T., 22 Aug 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Institute of Electrical and Electronics Engineers, p. 7693-7703 11 p. (Conference on Computer Vision and Pattern Recognition (CVPR)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Virtual Occlusions Through Implicit Depth
Watson, J., Sayed, M., Qureshi, Z., Brostow, G. J., Vicente, S., Mac Aodha, O. & Firman, M., 22 Aug 2023, 2023 Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Institute of Electrical and Electronics Engineers, p. 9053-9064 12 p. (IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Quality Diversity for Visual Pre-Training
Chavhan, R., Gouk, H., Li, D. & Hospedales, T., 11 Aug 2023, (Accepted/In press) Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV). Institute of Electrical and Electronics Engineers, p. 5384-5394 11 p. (International Conference on Computer Vision (ICCV)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A Feasibility Study on Textile Electrodes for Transcutaneous Electrical Nerve Stimulation
Ju, W., McConnell-Trevillion, A., Khan, S. R., Nazarpour, K. & Mitra, S., 7 Aug 2023, 2023 21st IEEE Interregional NEWCAS Conference (NEWCAS). Institute of Electrical and Electronics Engineers, p. 1-5 5 p. 10198106. (Proceedings of the IEEE Interregional NEWCAS Conference (NEWCAS)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A theory of continuous generative flow networks
Lahlou, S., Deleu, T., Lemos, P., Zhang, D., Volokhova, A., Hernández-García, A., Ezzine, L. N., Bengio, Y. & Malkin, N., 29 Jul 2023, Proceedings of the 40th International Conference on Machine Learning. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). PMLR, Vol. 202. p. 18269-18300 32 p. (Proceedings of Machine Learning Research).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Better training of GFlowNets with local credit and incomplete trajectories
Pan, L., Malkin, N., Zhang, D. & Bengio, Y., 29 Jul 2023, Proceedings of the 40th International Conference on Machine Learning. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). PMLR, Vol. 202. p. 26878-26890 13 p. (Proceedings of Machine Learning Research).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
GFlowNet-EM for learning compositional latent variable models
Hu, E. J., Malkin, N., Jain, M., Everett, K. E., Graikos, A. & Bengio, Y., 29 Jul 2023, Proceedings of the 40th International Conference on Machine Learning. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). PMLR, Vol. 202. p. 13528-13549 22 p. (Proceedings of Machine Learning Research).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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GFlowOut: Dropout with generative flow networks
Liu, D., Jain, M., Dossou, B. F. P., Shen, Q., Lahlou, S., Goyal, A., Malkin, N., Emezue, C. C., Zhang, D., Hassen, N., Ji, X., Kawaguchi, K. & Bengio, Y., 29 Jul 2023, Proceedings of the 40th International Conference on Machine Learning. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). PMLR, Vol. 202. p. 21715-21729 15 p. 898. (Proceedings of Machine Learning Research).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Learning GFlowNets from partial episodes for improved convergence and stability
Madan, K., Rector-Brooks, J., Korablyov, M., Bengio, E., Jain, M., Nica, A., Bosc, T., Bengio, Y. & Malkin, N., 29 Jul 2023, Proceedings of the 40th International Conference on Machine Learning. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). PMLR, Vol. 202. p. 23467-23483 17 p. (Proceedings of Machine Learning Research).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging
Fontanella, A., Antoniou, A., Li, W., Wardlaw, J., Mair, G., Trucco, E. & Storkey, A., 23 Jul 2023, Proceedings of Machine Learning Research: Volume 202: International Conference on Machine Learning, 23-29 July 2023, Honolulu, Hawaii, USA. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). ML Research Press, Vol. 202. p. 10153-10169 17 p. (Proceedings of Machine Learning Research).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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ThinkSum: Probabilistic reasoning over sets using large language models
Ozturkler, B., Malkin, N., Wang, Z. & Jojic, N., 14 Jul 2023, Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics. Association for Computational Linguistics, Vol. 1. p. 1216-1239 24 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Is Learning Summary Statistics Necessary for Likelihood-free Inference?
Chen, Y., Gutmann, M. U. & Weller, A., 10 Jul 2023, Proceedings of the 40th International Conference on Machine Learning. PMLR, Vol. 202. p. 4529-4544 16 p. (Proceedings of Machine Learning Research).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Spatial Implicit Neural Representations for Global-Scale Species Mapping
Cole, E., van Horn, G., Lange, C., Shepard, A., Leary, P., Perona, P., Loarie, S. & Mac Aodha, O., 10 Jul 2023, Proceedings of the 40th International Conference on Machine Learning. PMLR, Vol. 202. p. 6320-6342 23 p. (Proceedings of Machine Learning Research).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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VL-Fields: Towards Language-Grounded Neural Implicit Spatial Representations
Tsagkas, N., Mac Aodha, O. & Lu, C. X., 29 May 2023, Workshop on Representations, Abstractions, and Priors for Robot Learning Workshop at International Conference on Robotics and Automation 2023. p. 1-6 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Adversarial robustness of VAEs through the lens of local geometry
Khan, A. & Storkey, A., 25 Apr 2023, Proceedings of The 26th International Conference on Artificial Intelligence and Statistics. Ruiz, F., Dy, J. & van de Meent, J-W. (eds.). PMLR, Vol. 206. p. 8954-8967 14 p. (Proceedings of Machine Learning Research).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Hamiltonian Latent Operators for content and motion disentanglement in image sequences
Khan, A. & Storkey, A. J., 1 Apr 2023, Advances in Neural Information Processing Systems 35 (NeurIPS 2022). Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Curran Associates Inc, Vol. 35. p. 7250-7263 14 p. (Advances in Neural Information Processing Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Capturing cross-session neural population variability through self-supervised identification of consistent neuron ensembles
Jude, J., Perich, M. G., Miller, L. E. & Hennig, M. H., 1 Mar 2023, Proceedings of the 1st NeurIPS Workshop on Symmetry and Geometry in Neural Representations. Sanborn, S., Shewmake, C., Azeglio, S., Di Bernardo, A. & Miolane, N. (eds.). PMLR, Vol. 197. p. 234-257 24 p. (Proceedings of Machine Learning Research).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Heightfields for Efficient Scene Reconstruction for AR
Watson, J., Vicente, S., Mac Aodha, O., Godard, C., Brostow, G. & Firman, M., 6 Feb 2023, Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). Institute of Electrical and Electronics Engineers, p. 5850-5860 11 p. (IEEE Workshop on Applications of Computer Vision (WACV)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2022
Graph Neural Networks for HD EMG-based Movement Intention Recognition: An Initial Investigation
Massa, S. M., Riboni, D. & Nazarpour, K., 21 Dec 2022, RASSE 2022 - IEEE International Conference on Recent Advances in Systems Science and Engineering, Symposium Proceedings. Institute of Electrical and Electronics Engineers, Vol. 2022. p. 1-4 4 p. (RASSE 2022 - IEEE International Conference on Recent Advances in Systems Science and Engineering, Symposium Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Investigating the Volume Conduction Effect in MMG and EMG during Action Potential Recording
Arekhloo, N. G., Zuo, S., Wang, H., Imran, M., Klotz, T., Nazarpour, K. & Heidari, H., 12 Dec 2022, (E-pub ahead of print) ICECS 2022 - 29th IEEE International Conference on Electronics, Circuits and Systems, Proceedings. Institute of Electrical and Electronics Engineers, p. 1-4 4 p. (ICECS 2022 - 29th IEEE International Conference on Electronics, Circuits and Systems, Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Trajectory balance: Improved credit assignment in GFlowNets
Malkin, N., Jain, M., Bengio, E., Sun, C. & Bengio, Y., 9 Dec 2022, Advances in Neural Information Processing Systems 35: NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural Information Processing Systems Foundation (NeurIPS), (Advances in Neural Information Processing Systems; vol. 35).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
An Action Is Worth Multiple Words: Handling Ambiguity in Action Recognition
Kim, K., Moltisanti, D., Mac Aodha, O. & Sevilla-Lara, L., 25 Nov 2022, Proceedings of The 33rd British Machine Vision Conference (BMVC 2022). BMVA Press, 18 p. 356Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Capturing Temporal Information in a Single Frame: Channel Sampling Strategies for Action Recognition
Kim, K., Narayana Gowda, S., Mac Aodha, O. & Sevilla-Lara, L., 25 Nov 2022, Proceedings of The 33rd British Machine Vision Conference (BMVC 2022). BMVA Press, 9 p. 355Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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SVL-Adapter: Self-Supervised Adapter for Vision-Language Pretrained Models
Pantazis, O., Brostow, G., Jones, K. E. & Mac Aodha, O., 25 Nov 2022, Proceedings of The 33rd British Machine Vision Conference (BMVC 2022). BMVA Press, 23 p. 580Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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ViewNeRF: Unsupervised Viewpoint Estimation Using Category-Level Neural Radiance Fields
Mariotti, O., Mac Aodha, O. & Bilen, H., 25 Nov 2022, Proceedings of the 33rd British Machine Vision Conference . BMVA Press, 14 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Prediction-Guided Distillation for Dense Object Detection
Yang, C., Ochal, M., Storkey, A. J. & Crowley, E. J., 6 Nov 2022, Computer Vision – ECCV 2022. : 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part IX. Springer, Vol. 13669. p. 123-138 (Lecture Notes in Computer Science; vol. 13669).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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On Label Granularity and Object Localization
Cole, E., Wilber, K., Van Horn, G., Yang, X., Fornoni, M., Perona, P., Belongie, S., Howard, A. & Mac Aodha, O., 3 Nov 2022, Computer Vision – ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part X. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer, p. 604-620 33 p. (Lecture Notes in Computer Science; vol. 13670).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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