| Video ReCap: Recursive Captioning of Hour-Long Videos MM Islam, N Ho, X Yang, T Nagarajan, L Torresani, G Bertasius arXiv preprint arXiv:2402.13250, 2024 | | 2024 |
| Ht-step: Aligning instructional articles with how-to videos T Afouras, E Mavroudi, T Nagarajan, H Wang, L Torresani Advances in Neural Information Processing Systems 36, 2024 | 2 | 2024 |
| Ego4d goal-step: Toward hierarchical understanding of procedural activities Y Song, E Byrne, T Nagarajan, H Wang, M Martin, L Torresani Advances in Neural Information Processing Systems 36, 2024 | 3 | 2024 |
| Video ReCap: Recursive Captioning of Hour-Long Videos M Mohaiminul Islam, N Ho, X Yang, T Nagarajan, L Torresani, G Bertasius arXiv e-prints, arXiv: 2402.13250, 2024 | | 2024 |
| Ego-exo4d: Understanding skilled human activity from first-and third-person perspectives K Grauman, A Westbury, L Torresani, K Kitani, J Malik, T Afouras, ... arXiv preprint arXiv:2311.18259, 2023 | 15 | 2023 |
| Open-world instance segmentation: Top-down learning with bottom-up supervision T Kalluri, W Wang, H Wang, M Chandraker, L Torresani, D Tran | 3 | 2023 |
| Multiscale video pretraining for long-term activity forecasting R Tan, M De Lange, M Iuzzolino, BA Plummer, K Saenko, K Ridgeway, ... arXiv preprint arXiv:2307.12854, 2023 | 3 | 2023 |
| Anticipating future video based on present video H Wang, A Miech, L Torresani US Patent 11,636,681, 2023 | | 2023 |
| MINOTAUR: Multi-task Video Grounding From Multimodal Queries R Goyal, E Mavroudi, X Yang, S Sukhbaatar, L Sigal, M Feiszli, ... arXiv preprint arXiv:2302.08063, 2023 | 1 | 2023 |
| Egocentric video task translation@ ego4d challenge 2022 Z Xue, Y Song, K Grauman, L Torresani arXiv preprint arXiv:2302.01891, 2023 | 3 | 2023 |
| What you say is what you show: Visual narration detection in instructional videos K Ashutosh, R Girdhar, L Torresani, K Grauman arXiv preprint arXiv:2301.02307, 2023 | 4 | 2023 |
| Ego-only: Egocentric action detection without exocentric transferring H Wang, MK Singh, L Torresani Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 5 | 2023 |
| Histoperm: A permutation-based view generation approach for improving histopathologic feature representation learning J DiPalma, L Torresani, S Hassanpour Journal of Pathology Informatics 14, 100320, 2023 | 2 | 2023 |
| Learning to ground instructional articles in videos through narrations E Mavroudi, T Afouras, L Torresani Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 6 | 2023 |
| Relational space-time query in long-form videos X Yang, FJ Chu, M Feiszli, R Goyal, L Torresani, D Tran Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 5 | 2023 |
| Hiervl: Learning hierarchical video-language embeddings K Ashutosh, R Girdhar, L Torresani, K Grauman Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 17 | 2023 |
| Ego-only: Egocentric action detection without exocentric pretraining H Wang, MK Singh, L Torresani arXiv preprint arXiv:2301.01380 2, 2023 | 6 | 2023 |
| Egocentric video task translation Z Xue, Y Song, K Grauman, L Torresani Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 4 | 2023 |
| Classifying a video stream using a self-attention-based machine-learning model G Bertasius, H Wang, L Torresani US Patent App. 17/461,755, 2022 | | 2022 |
| Task-Specific Text Generation Based On Multimodal Inputs LIN Xudong, G Bertasius, J Wang, DN Parikh, L Torresani US Patent App. 17/339,759, 2022 | | 2022 |
| Label hallucination for few-shot classification Y Jian, L Torresani Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 7005-7014, 2022 | 33 | 2022 |
| Calibrating Histopathology Image Classifiers Using Label Smoothing J Wei, L Torresani, J Wei, S Hassanpour International Conference on Artificial Intelligence in Medicine, 273-282, 2022 | 3 | 2022 |
| HistoPerm: A Permutation-Based View Generation Approach for Learning Histopathologic Feature Representations. J DiPalma, L Torresani, S Hassanpour CoRR, 2022 | | 2022 |
| Deformable video transformer J Wang, L Torresani Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 | 34 | 2022 |
| Learning to recognize procedural activities with distant supervision X Lin, F Petroni, G Bertasius, M Rohrbach, SF Chang, L Torresani Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 49 | 2022 |
| Ego4d: Around the world in 3,000 hours of egocentric video K Grauman, A Westbury, E Byrne, Z Chavis, A Furnari, R Girdhar, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 543 | 2022 |
| Long-short temporal contrastive learning of video transformers J Wang, G Bertasius, D Tran, L Torresani Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 45 | 2022 |
| Generalized few-shot video classification with video retrieval and feature generation Y Xian, B Korbar, M Douze, L Torresani, B Schiele, Z Akata IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (12), 8949 …, 2021 | 12 | 2021 |
| Resolution-based distillation for efficient histology image classification J DiPalma, AA Suriawinata, LJ Tafe, L Torresani, S Hassanpour Artificial Intelligence in Medicine 119, 102136, 2021 | 26 | 2021 |
| Is space-time attention all you need for video understanding? G Bertasius, H Wang, L Torresani ICML 2 (3), 4, 2021 | 1632 | 2021 |
| Slot machines: Discovering winning combinations of random weights in neural networks MM Aladago, L Torresani International Conference on Machine Learning, 163-174, 2021 | 10 | 2021 |
| A multi-view approach to audio-visual speaker verification L Sarı, K Singh, J Zhou, L Torresani, N Singhal, Y Saraf ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 42 | 2021 |
| Convolutional neural network based on groupwise convolution for efficient video analysis K He, H Wang, MD Feiszli, L Torresani US Patent 10,984,245, 2021 | 4 | 2021 |
| Beyond short clips: End-to-end video-level learning with collaborative memories X Yang, H Fan, L Torresani, LS Davis, H Wang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 18 | 2021 |
| A petri dish for histopathology image analysis J Wei, A Suriawinata, B Ren, X Liu, M Lisovsky, L Vaickus, C Brown, ... Artificial Intelligence in Medicine: 19th International Conference on …, 2021 | 42 | 2021 |
| Vx2text: End-to-end learning of video-based text generation from multimodal inputs X Lin, G Bertasius, J Wang, SF Chang, D Parikh, L Torresani Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 60 | 2021 |
| Supervoxel attention graphs for long-range video modeling Y Wang, G Bertasius, TH Oh, A Gupta, M Hoai, L Torresani Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021 | 5 | 2021 |
| Learn like a pathologist: curriculum learning by annotator agreement for histopathology image classification J Wei, A Suriawinata, B Ren, X Liu, M Lisovsky, L Vaickus, C Brown, ... Proceedings of the IEEE/CVF winter conference on applications of computer …, 2021 | 53 | 2021 |
| Only time can tell: Discovering temporal data for temporal modeling L Sevilla-Lara, S Zha, Z Yan, V Goswami, M Feiszli, L Torresani Proceedings of the IEEE/CVF winter conference on applications of computer …, 2021 | 77 | 2021 |
| Video understanding as machine translation B Korbar, F Petroni, R Girdhar, L Torresani arXiv preprint arXiv:2006.07203, 2020 | 28 | 2020 |
| Stein variational inference for discrete distributions J Han, F Ding, X Liu, L Torresani, J Peng, Q Liu International Conference on Artificial Intelligence and Statistics, 4563-4572, 2020 | 24 | 2020 |
| Task meta-transfer from limited parallel labels Y Jian, K Ahmed, L Torresani Meta-Learning workshop, NeurIPS, 2020 | 2 | 2020 |
| Cobe: Contextualized object embeddings from narrated instructional video G Bertasius, L Torresani Advances in Neural Information Processing Systems 33, 15133-15145, 2020 | 21 | 2020 |
| Generalized many-way few-shot video classification Y Xian, B Korbar, M Douze, B Schiele, Z Akata, L Torresani Computer Vision–ECCV 2020 Workshops: Glasgow, UK, August 23–28, 2020 …, 2020 | 19 | 2020 |
| Listen to look: Action recognition by previewing audio R Gao, TH Oh, K Grauman, L Torresani Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020 | 249 | 2020 |
| Classifying, segmenting, and tracking object instances in video with mask propagation G Bertasius, L Torresani Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 185 | 2020 |
| Self-supervised learning by cross-modal audio-video clustering H Alwassel, D Mahajan, B Korbar, L Torresani, B Ghanem, D Tran Advances in Neural Information Processing Systems 33, 9758-9770, 2020 | 447 | 2020 |
| Video modeling with correlation networks H Wang, D Tran, L Torresani, M Feiszli Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020 | 151 | 2020 |
| Semantic Segmentation of The Growth Stages of Plasmodium Parasites Using Convolutional Neural Networks MM Aladago, L Torresani, EV Rosca 2019 IEEE AFRICON, 1-7, 2019 | 1 | 2019 |
| Unidual: A unified model for image and video understanding Y Wang, D Tran, L Torresani arXiv preprint arXiv:1906.03857, 2019 | 2 | 2019 |
| Attentive action and context factorization Y Wang, V Tran, G Bertasius, L Torresani, M Hoai arXiv preprint arXiv:1904.05410, 2019 | 6 | 2019 |
| Star-caps: Capsule networks with straight-through attentive routing K Ahmed, L Torresani Advances in neural information processing systems 32, 2019 | 70 | 2019 |
| Hacs: Human action clips and segments dataset for recognition and temporal localization H Zhao, A Torralba, L Torresani, Z Yan Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019 | 265 | 2019 |
| Leveraging the present to anticipate the future in videos A Miech, I Laptev, J Sivic, H Wang, L Torresani, D Tran Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 74 | 2019 |
| Learning temporal pose estimation from sparsely-labeled videos G Bertasius, C Feichtenhofer, D Tran, J Shi, L Torresani Advances in neural information processing systems 32, 2019 | 81 | 2019 |
| Video classification with channel-separated convolutional networks D Tran, H Wang, L Torresani, M Feiszli Proceedings of the IEEE/CVF international conference on computer vision …, 2019 | 632 | 2019 |
| Scsampler: Sampling salient clips from video for efficient action recognition B Korbar, D Tran, L Torresani Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019 | 238 | 2019 |
| Distinit: Learning video representations without a single labeled video R Girdhar, D Tran, L Torresani, D Ramanan Proceedings of the IEEE/CVF International Conference on Computer Vision, 852-861, 2019 | 71 | 2019 |
| Learning discriminative motion features through detection G Bertasius, C Feichtenhofer, D Tran, J Shi, L Torresani arXiv preprint arXiv:1812.04172, 2018 | 16 | 2018 |
| Branchconnect: Image categorization with learned branch connections K Ahmed, L Torresani 2018 IEEE Winter Conference on Applications of Computer Vision (WACV), 1244-1253, 2018 | 10 | 2018 |
| Cooperative learning of audio and video models from self-supervised synchronization B Korbar, D Tran, L Torresani Advances in Neural Information Processing Systems 31, 2018 | 500 | 2018 |
| Self-supervised feature learning for semantic segmentation of overhead imagery S Singh, A Batra, G PANG, L Torresani, S Basu, M Paluri, CV Jawahar BMVA Press, 2018 | 75 | 2018 |
| Scenes-objects-actions: A multi-task, multi-label video dataset J Ray, H Wang, D Tran, Y Wang, M Feiszli, L Torresani, M Paluri Proceedings of the European Conference on Computer Vision (ECCV), 635-651, 2018 | 34 | 2018 |
| Maskconnect: Connectivity learning by gradient descent K Ahmed, L Torresani Proceedings of the European Conference on Computer Vision (ECCV), 349-365, 2018 | 69 | 2018 |
| What makes a video a video: Analyzing temporal information in video understanding models and datasets DA Huang, V Ramanathan, D Mahajan, L Torresani, M Paluri, L Fei-Fei, ... Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018 | 151 | 2018 |
| Object detection in video with spatiotemporal sampling networks G Bertasius, L Torresani, J Shi Proceedings of the European Conference on Computer Vision (ECCV), 331-346, 2018 | 268 | 2018 |
| Detect-and-track: Efficient pose estimation in videos R Girdhar, G Gkioxari, L Torresani, M Paluri, D Tran Proceedings of the IEEE conference on computer vision and pattern …, 2018 | 286 | 2018 |
| A closer look at spatiotemporal convolutions for action recognition D Tran, H Wang, L Torresani, J Ray, Y LeCun, M Paluri Proceedings of the IEEE conference on Computer Vision and Pattern …, 2018 | 3221 | 2018 |
| SLAC: A sparsely labeled dataset for action classification and localization H Zhao, Z Yan, H Wang, L Torresani, A Torralba arXiv preprint arXiv:1712.09374 2, 3, 2017 | 34 | 2017 |
| Multiple hypothesis colorization and its application to image compression MH Baig, L Torresani Computer Vision and Image Understanding 164, 111-123, 2017 | 31 | 2017 |
| Connectivity learning in multi-branch networks K Ahmed, L Torresani arXiv preprint arXiv:1709.09582, 2017 | 42 | 2017 |
| Learning to Inpaint for Image Compression M Haris Baig, V Koltun, L Torresani arXiv e-prints, arXiv: 1709.08855, 2017 | | 2017 |
| Techniques for enabling or establishing the use of face recognition algorithms SB Gokturk, D Anguelov, L Torresani, VO Vanhoucke, M Shah, DT Vu, ... US Patent 9,690,979, 2017 | 17 | 2017 |
| Local Perturb-and-MAP for structured prediction G Bertasius, Q Liu, L Torresani, J Shi Artificial Intelligence and Statistics, 585-594, 2017 | 3 | 2017 |
| Deciphering severely degraded license plates S Agarwal, D Tran, L Torresani, H Farid Electronic Imaging 29, 138-143, 2017 | 17 | 2017 |
| Simple, efficient and effective keypoint tracking R Girdhar, G Gkioxari, L Torresani, D Ramanan, M Paluri, D Tran ICCV PoseTrack Workshop, 2017 | 3 | 2017 |
| Learning to inpaint for image compression MH Baig, V Koltun, L Torresani Advances in Neural Information Processing Systems 30, 2017 | 65 | 2017 |
| Looking under the hood: Deep neural network visualization to interpret whole-slide image analysis outcomes for colorectal polyps B Korbar, AM Olofson, AP Miraflor, CM Nicka, MA Suriawinata, ... Proceedings of the IEEE conference on computer vision and pattern …, 2017 | 53 | 2017 |
| Deep learning for classification of colorectal polyps on whole-slide images B Korbar, AM Olofson, AP Miraflor, CM Nicka, MA Suriawinata, ... Journal of pathology informatics 8 (1), 30, 2017 | 307 | 2017 |
| Convolutional random walk networks for semantic image segmentation G Bertasius, L Torresani, SX Yu, J Shi Proceedings of the IEEE conference on computer vision and pattern …, 2017 | 160 | 2017 |
| EXMOVES: mid-level features for efficient action recognition and video analysis D Tran, L Torresani International Journal of Computer Vision 119, 239-253, 2016 | 16 | 2016 |
| VideoMCC: a New benchmark for video comprehension D Tran, M Bolonkin, M Paluri, L Torresani arXiv preprint arXiv:1606.07373, 2016 | 4 | 2016 |
| Multiple Hypothesis Colorization MH Baig, L Torresani arXiv preprint arXiv:1606.06314, 2016 | | 2016 |
| Multiple Hypothesis Colorization M Haris Baig, L Torresani arXiv e-prints, arXiv: 1606.06314, 2016 | | 2016 |
| Recurrent mixture density network for spatiotemporal visual attention L Bazzani, H Larochelle, L Torresani arXiv preprint arXiv:1603.08199, 2016 | 154 | 2016 |
| Coupled depth learning MH Baig, L Torresani 2016 IEEE Winter Conference on Applications of Computer Vision (WACV), 1-10, 2016 | 40 | 2016 |
| Self-taught object localization with deep networks L Bazzani, A Bergamo, D Anguelov, L Torresani 2016 IEEE winter conference on applications of computer vision (WACV), 1-9, 2016 | 199 | 2016 |
| Colorization for image compression MH Baig, L Torresani CoRR abs/1606.06314, 2016 | 4 | 2016 |
| Cross-stitch networks for multi-task learning I Misra, A Shrivastava, A Gupta, M Hebert Proceedings of the IEEE conference on computer vision and pattern …, 2016 | | 2016 |
| Network of experts for large-scale image categorization K Ahmed, MH Baig, L Torresani Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The …, 2016 | 137 | 2016 |
| Deep end2end voxel2voxel prediction D Tran, L Bourdev, R Fergus, L Torresani, M Paluri Proceedings of the IEEE conference on computer vision and pattern …, 2016 | 150 | 2016 |
| Semantic segmentation with boundary neural fields G Bertasius, J Shi, L Torresani Proceedings of the IEEE conference on computer vision and pattern …, 2016 | 227 | 2016 |
| System and method for enabling image searching using manual enrichment, classification, and/or segmentation SB Gokturk, B Sumengen, D Vu, N Dalal, D Yang, X Lin, A Khan, M Shah, ... US Patent 9,082,162, 2015 | 49 | 2015 |
| System and method for search portions of objects in images and features thereof SB Gokturk, B Sumengen, D Vu, N Dalal, D Yang, X Lin, A Khan, M Shah, ... US Patent 9,008,435, 2015 | 71 | 2015 |
| System and method for search portions of objects in images and features thereof SB Gokturk, B Sumengen, D Vu, N Dalal, D Yang, X Lin, A Khan, M Shah, ... US Patent 9,008,435, 2015 | 71 | 2015 |
| System and method for search portions of objects in images and features thereof SB Gokturk, B Sumengen, D Vu, N Dalal, D Yang, X Lin, A Khan, M Shah, ... US Patent 9,008,435, 2015 | 71 | 2015 |
| Coarse-to-fine depth estimation from a single image via coupled regression and dictionary learning MH Baig, L Torresani arXiv 1501, 5, 2015 | 8 | 2015 |
| Coupled Depth Learning M Haris Baig, L Torresani arXiv e-prints, arXiv: 1501.04537, 2015 | | 2015 |
| Learning spatiotemporal features with 3d convolutional networks D Tran, L Bourdev, R Fergus, L Torresani, M Paluri Proceedings of the IEEE international conference on computer vision, 4489-4497, 2015 | 9736 | 2015 |
| High-for-low and low-for-high: Efficient boundary detection from deep object features and its applications to high-level vision G Bertasius, J Shi, L Torresani Proceedings of the IEEE international conference on computer vision, 504-512, 2015 | 205 | 2015 |
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