Cassio F. Dantas
35
Documents
Publications
Publications
|
|
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
v1
|
|
|
Transfer Land Cover Maps Across Years: A Time Series-based Semantic Segmentation ApproachJURSE 2025 - Joint Urban Remote Sensing Event, May 2025, Tunis, Tunisia. ⟨10.1109/JURSE60372.2025.11076059⟩
Communication dans un congrès
hal-05167526
v1
|
|
|
PDiscoFormer: Relaxing Part Discovery Constraints with Vision Transformers18. European Conference on Computer Vision (ECCV 2024), Sep 2024, Milano, Italy. pp.256-272, ⟨10.1007/978-3-031-73013-9_15⟩
Communication dans un congrès
hal-04659631
v1
|
|
|
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
v1
|
|
|
DisCoM-KD: Cross-Modal Knowledge Distillation via Disentanglement Representation and Adversarial Learning35. British Machine Vision Conference (BMVC 2024), Nov 2024, Glasgow, United Kingdom
Communication dans un congrès
hal-04666307
v1
|
Joint Cloud Removal and Classification of Sentinel-2 Image Time Series for Agricultural Land Cover Mapping in Northern BeninIGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, IGARSS, Jul 2024, Athènes, Greece. pp.4824-4827, ⟨10.1109/IGARSS53475.2024.10641427⟩
Communication dans un congrès
hal-04979522
v1
|
|
Rapeseed Fields Mapping Using Sentinel-1 Time SeriesIGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Jul 2024, Athènes, Greece. pp.4836-4840, ⟨10.1109/IGARSS53475.2024.10642836⟩
Communication dans un congrès
hal-04979582
v1
|
|
|
|
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
v1
|
|
|
Masking Strategies for Background Bias Removal in Computer Vision ModelsICCV 2023 - International Conference on Computer Vision, Oct 2023, Paris, France. pp.4399-4407, ⟨10.1109/ICCVW60793.2023.00474⟩
Communication dans un congrès
hal-04184449
v1
|
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
v1
|
|
|
|
Benchopt: Reproducible, efficient and collaborative optimization benchmarksNeurIPS 2022 - 36. Conference on Neural Information Processing Systems, Nov 2022, La Nouvelle Orléans, United States
Communication dans un congrès
hal-03830604
v1
|
|
|
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
v2
|
|
|
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
v1
|
|
|
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
v2
|
|
|
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
v2
|
|
|
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
v1
|
|
|
Dynamic Screening with Approximate DictionariesXXVIème colloque GRETSI, Sep 2017, Juan-les-Pins, France
Communication dans un congrès
hal-01598021
v1
|
|
|
Fire severity and recovery across Europe: insights from forest diversity and landscape metrics2025
Pré-publication, Document de travail
hal-05252328
v1
|
|
|
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
v1
|
|
|
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
v1
|
|
|
Accelerating Non-Negative and Bounded-Variable Linear Regression Algorithms with Safe ScreeningIRIT - Institut de Recherche en Informatique de Toulouse. 2023
Rapport
hal-03564336
v2
|
Chargement...
Chargement...