
Cassio F. Dantas
28
Documents
Publications
Publications
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Revisiting Cross-Modal Knowledge Distillation: A Disentanglement Approach for RGBD Semantic SegmentationEuropean Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML_PKDD), Sep 2025, Porto, Portugal
Communication dans un congrès
hal-05091733
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PDiscoFormer: Relaxing Part Discovery Constraints with Vision TransformersECCV 2024 - 18th European Conference on Computer Vision, Sep 2024, Milano, Italy. pp.256-272, ⟨10.1007/978-3-031-73013-9_15⟩
Communication dans un congrès
hal-04659631
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DisCoM-KD: Cross-Modal Knowledge Distillation via Disentanglement Representation and Adversarial LearningBMVC 2024 - 35th British Machine Vision Conference, Nov 2024, Glasgow, United Kingdom
Communication dans un congrès
hal-04666307
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Semi Supervised Heterogeneous Domain Adaptation via Disentanglement and Pseudo-LabellingECML PKDD 2024 - European Conference on Machine Learning and Knowledge Discovery in Databases, Sep 2024, Vilnius, Lithuania. pp.440-456, ⟨10.1007/978-3-031-70352-2_26⟩
Communication dans un congrès
hal-04617917
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Masking Strategies for Background Bias Removal in Computer Vision ModelsOut of Distribution Generalization in Computer Vision workshop (in conjunction with ICCV 2023), Oct 2023, Paris, France. pp.4399-4407, ⟨10.1109/ICCVW60793.2023.00474⟩
Communication dans un congrès
hal-04184449
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PDiscoNet: Semantically consistent part discovery for fine-grained recognitionICCV 2023 - International Conference on Computer Vision, Oct 2023, Paris, France. pp.1866-1876, ⟨10.1109/ICCV51070.2023.00179⟩
Communication dans un congrès
hal-04183747
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Counterfactual Explanations for Remote Sensing Time Series Data: an Application to Land Cover ClassificationECML PKDD: Joint European Conference on Machine Learning and Knowledge Discovery in Databases, Sep 2023, Torino, Italy. p. 20-36, ⟨10.1007/978-3-031-43430-3_2⟩
Communication dans un congrès
hal-04189631
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Benchopt: Reproducible, efficient and collaborative optimization benchmarksNeurIPS 2022 - 36th Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States
Communication dans un congrès
hal-03830604
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Safe screening for sparse regression with the Kullback-Leibler divergenceIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto (virtual), Canada
Communication dans un congrès
hal-03147345
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Hyperspectral Image Denoising using Dictionary LearningWHISPERS 2019 - 10th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Sep 2019, Amsterdam, Netherlands. pp.1-5, ⟨10.1109/WHISPERS.2019.8921110⟩
Communication dans un congrès
hal-02175630
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Learning Tensor-structured Dictionaries with Application to Hyperspectral Image DenoisingEUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, A Coruña, Spain. pp.1-5, ⟨10.23919/EUSIPCO.2019.8902593⟩
Communication dans un congrès
hal-02126782
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Learning fast dictionaries for sparse representations using low-rank tensor decompositionsLVA/ICA 2018 - 14th International Conference on Latent Variable Analysis and Signal Separation, Jul 2018, Guildford, United Kingdom. pp.456-466, ⟨10.1007/978-3-319-93764-9_42⟩
Communication dans un congrès
hal-01709343
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Faster and still safe: combining screening techniques and structured dictionaries to accelerate the LassoICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, AB, Canada. pp.4069-4073, ⟨10.1109/ICASSP.2018.8461514⟩
Communication dans un congrès
hal-01706392
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Dynamic Screening with Approximate DictionariesXXVIème colloque GRETSI, Sep 2017, Juan-les-Pins, France
Communication dans un congrès
hal-01598021
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Tensor-structured Dictionaries for Hyperspectral ImagingSPARS 2019 - Signal Processing with Adaptive Sparse Structured Representations, Jul 2019, Toulouse, France. pp.1-2
Document associé à des manifestations scientifiques
hal-02169405
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Learning Dictionaries as Sums of Kronecker ProductsSPARS 2017 - Signal Processing with Adaptive Sparse Structured Representations workshop, Jun 2017, Lisbon, Portugal.
Document associé à des manifestations scientifiques
hal-01514044
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Accelerating Non-Negative and Bounded-Variable Linear Regression Algorithms with Safe ScreeningIRIT - Institut de Recherche en Informatique de Toulouse. 2023
Rapport
hal-03564336
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