Methods › Computer Vision › Instance Segmentation Models › HTC
Hybrid Task Cascade
HTC
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Hybrid Task Cascade, or HTC, is a framework for cascading in instance segmentation. It differs from Cascade Mask R-CNN in two important aspects: (1) instead of performing cascaded refinement on the two tasks of detection and segmentation separately, it interweaves them for a joint multi-stage processing; (2) it adopts a fully convolutional branch to provide spatial context, which can help distinguishing hard foreground from cluttered background.
Papers archive 2025-07-28
30 shown of 46, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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A novel visual data-based diagnostic approach for estimation of regime transition in pool boiling 12 Jun 2025 · 0 repositories · arXiv:2506.10832
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Hierarchical Text Classification Using Contrastive Learning Informed Path Guided Hierarchy 4 Jun 2025 · 0 repositories · arXiv:2506.04381
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KG-HTC: Integrating Knowledge Graphs into LLMs for Effective Zero-shot Hierarchical Text Classification 8 May 2025 · 1 repository · arXiv:2505.05583
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Securing Virtual Reality Experiences: Unveiling and Tackling Cybersickness Attacks with Explainable AI 17 Mar 2025 · 0 repositories · arXiv:2503.13419
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Hybrid Answer Set Programming: Foundations and Applications 13 Feb 2025 · 0 repositories · arXiv:2502.09235
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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces 28 Jan 2025 · 0 repositories · arXiv:2501.16867
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A Transformer-based Autoregressive Decoder Architecture for Hierarchical Text Classification 23 Jan 2025 · 1 repository · arXiv:2501.13598
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Introducing Three New Benchmark Datasets for Hierarchical Text Classification 28 Nov 2024 · 0 repositories · arXiv:2411.19119
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Hierarchical Text Classification (HTC) vs. eXtreme Multilabel Classification (XML): Two Sides of the Same Medal 20 Nov 2024 · 1 repository · arXiv:2411.13687
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Revisiting Hierarchical Text Classification: Inference and Metrics 2 Oct 2024 · 1 repository · arXiv:2410.01305
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Modeling Text-Label Alignment for Hierarchical Text Classification 1 Sep 2024 · 1 repository · arXiv:2409.00788
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HiLight: A Hierarchy-aware Light Global Model with Hierarchical Local ConTrastive Learning 11 Aug 2024 · 0 repositories · arXiv:2408.05786
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Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification 12 Jul 2024 · 0 repositories · arXiv:2407.08959
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Retrieval-style In-Context Learning for Few-shot Hierarchical Text Classification 25 Jun 2024 · 1 repository · arXiv:2406.17534
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CoBOS: Constraint-Based Online Scheduler for Human-Robot Collaboration 27 Mar 2024 · 1 repository · arXiv:2403.18459
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HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Classification 26 Mar 2024 · 1 repository · arXiv:2403.17307Syntology ran 3 of 3 samples · 0 unverified
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Utilizing Local Hierarchy with Adversarial Training for Hierarchical Text Classification 29 Feb 2024 · 1 repository · arXiv:2402.18825
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HiGen: Hierarchy-Aware Sequence Generation for Hierarchical Text Classification 24 Jan 2024 · 0 repositories · arXiv:2402.01696
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HTC-DC Net: Monocular Height Estimation from Single Remote Sensing Images 28 Sep 2023 · 1 repository · arXiv:2309.16486
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A machine learning approach to the prediction of heat-transfer coefficients in micro-channels 28 May 2023 · 0 repositories · arXiv:2305.18406
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Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification 26 May 2023 · 1 repository · arXiv:2305.16885
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HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification 24 May 2023 · 1 repository · arXiv:2305.15182Syntology ran 13 of 17 samples · 4 unverified · 17 pointer-only (licence)
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Machine learning-based characterization of hydrochar from biomass: Implications for sustainable energy and material production 24 May 2023 · 0 repositories · arXiv:2305.16348
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Design, Implementation and Evaluation of an External Pose-Tracking System for Underwater Cameras 7 May 2023 · 0 repositories · arXiv:2305.04226
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Ensembling Instance and Semantic Segmentation for Panoptic Segmentation 20 Apr 2023 · 0 repositories · arXiv:2304.10326
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Distilling the Undistillable: Learning from a Nasty Teacher 21 Oct 2022 · 1 repository · arXiv:2210.11728
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Joint Coherent and Non-Coherent Detection and Decoding Techniques for Heterogeneous Networks 27 Sep 2022 · 0 repositories · arXiv:2209.13407
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Imitrob: Imitation Learning Dataset for Training and Evaluating 6D Object Pose Estimators 16 Sep 2022 · 1 repository · arXiv:2209.07976
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A Thermal Machine Learning Solver For Chip Simulation 10 Sep 2022 · 0 repositories · arXiv:2209.04741
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Towards Higher-order Topological Consistency for Unsupervised Network Alignment 26 Aug 2022 · 0 repositories · arXiv:2208.12463
Tasks archive 2025-07-28
20 shown of 61 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections