Matches in SemOpenAlex for { <https://semopenalex.org/work/W4287609419> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W4287609419 abstract "Representation learning from 3D point clouds is challenging due to their inherent nature of permutation invariance and irregular distribution in space. Existing deep learning methods follow a hierarchical feature extraction paradigm in which high-level abstract features are derived from low-level features. However, they fail to exploit different granularity of information due to the limited interaction between these features. To this end, we propose Multi-Abstraction Refinement Network (MARNet) that ensures an effective exchange of information between multi-level features to gain local and global contextual cues while effectively preserving them till the final layer. We empirically show the effectiveness of MARNet in terms of state-of-the-art results on two challenging tasks: Shape classification and Coarse-to-fine grained semantic segmentation. MARNet significantly improves the classification performance by 2% over the baseline and outperforms the state-of-the-art methods on semantic segmentation task." @default.
- W4287609419 created "2022-07-25" @default.
- W4287609419 creator A5013245221 @default.
- W4287609419 creator A5080919155 @default.
- W4287609419 creator A5085648720 @default.
- W4287609419 date "2020-11-02" @default.
- W4287609419 modified "2023-09-26" @default.
- W4287609419 title "MARNet: Multi-Abstraction Refinement Network for 3D Point Cloud Analysis" @default.
- W4287609419 doi "https://doi.org/10.48550/arxiv.2011.00923" @default.
- W4287609419 hasPublicationYear "2020" @default.
- W4287609419 type Work @default.
- W4287609419 citedByCount "0" @default.
- W4287609419 crossrefType "posted-content" @default.
- W4287609419 hasAuthorship W4287609419A5013245221 @default.
- W4287609419 hasAuthorship W4287609419A5080919155 @default.
- W4287609419 hasAuthorship W4287609419A5085648720 @default.
- W4287609419 hasBestOaLocation W42876094191 @default.
- W4287609419 hasConcept C111472728 @default.
- W4287609419 hasConcept C111919701 @default.
- W4287609419 hasConcept C119857082 @default.
- W4287609419 hasConcept C124101348 @default.
- W4287609419 hasConcept C124304363 @default.
- W4287609419 hasConcept C131979681 @default.
- W4287609419 hasConcept C138885662 @default.
- W4287609419 hasConcept C147358964 @default.
- W4287609419 hasConcept C154945302 @default.
- W4287609419 hasConcept C162324750 @default.
- W4287609419 hasConcept C165696696 @default.
- W4287609419 hasConcept C17744445 @default.
- W4287609419 hasConcept C177774035 @default.
- W4287609419 hasConcept C178790620 @default.
- W4287609419 hasConcept C184337299 @default.
- W4287609419 hasConcept C185592680 @default.
- W4287609419 hasConcept C187736073 @default.
- W4287609419 hasConcept C199360897 @default.
- W4287609419 hasConcept C199539241 @default.
- W4287609419 hasConcept C2524010 @default.
- W4287609419 hasConcept C2776359362 @default.
- W4287609419 hasConcept C2776401178 @default.
- W4287609419 hasConcept C2777904410 @default.
- W4287609419 hasConcept C2779227376 @default.
- W4287609419 hasConcept C2780451532 @default.
- W4287609419 hasConcept C28719098 @default.
- W4287609419 hasConcept C33923547 @default.
- W4287609419 hasConcept C38652104 @default.
- W4287609419 hasConcept C41008148 @default.
- W4287609419 hasConcept C41895202 @default.
- W4287609419 hasConcept C89600930 @default.
- W4287609419 hasConcept C94625758 @default.
- W4287609419 hasConceptScore W4287609419C111472728 @default.
- W4287609419 hasConceptScore W4287609419C111919701 @default.
- W4287609419 hasConceptScore W4287609419C119857082 @default.
- W4287609419 hasConceptScore W4287609419C124101348 @default.
- W4287609419 hasConceptScore W4287609419C124304363 @default.
- W4287609419 hasConceptScore W4287609419C131979681 @default.
- W4287609419 hasConceptScore W4287609419C138885662 @default.
- W4287609419 hasConceptScore W4287609419C147358964 @default.
- W4287609419 hasConceptScore W4287609419C154945302 @default.
- W4287609419 hasConceptScore W4287609419C162324750 @default.
- W4287609419 hasConceptScore W4287609419C165696696 @default.
- W4287609419 hasConceptScore W4287609419C17744445 @default.
- W4287609419 hasConceptScore W4287609419C177774035 @default.
- W4287609419 hasConceptScore W4287609419C178790620 @default.
- W4287609419 hasConceptScore W4287609419C184337299 @default.
- W4287609419 hasConceptScore W4287609419C185592680 @default.
- W4287609419 hasConceptScore W4287609419C187736073 @default.
- W4287609419 hasConceptScore W4287609419C199360897 @default.
- W4287609419 hasConceptScore W4287609419C199539241 @default.
- W4287609419 hasConceptScore W4287609419C2524010 @default.
- W4287609419 hasConceptScore W4287609419C2776359362 @default.
- W4287609419 hasConceptScore W4287609419C2776401178 @default.
- W4287609419 hasConceptScore W4287609419C2777904410 @default.
- W4287609419 hasConceptScore W4287609419C2779227376 @default.
- W4287609419 hasConceptScore W4287609419C2780451532 @default.
- W4287609419 hasConceptScore W4287609419C28719098 @default.
- W4287609419 hasConceptScore W4287609419C33923547 @default.
- W4287609419 hasConceptScore W4287609419C38652104 @default.
- W4287609419 hasConceptScore W4287609419C41008148 @default.
- W4287609419 hasConceptScore W4287609419C41895202 @default.
- W4287609419 hasConceptScore W4287609419C89600930 @default.
- W4287609419 hasConceptScore W4287609419C94625758 @default.
- W4287609419 hasLocation W42876094191 @default.
- W4287609419 hasOpenAccess W4287609419 @default.
- W4287609419 hasPrimaryLocation W42876094191 @default.
- W4287609419 hasRelatedWork W2036265326 @default.
- W4287609419 hasRelatedWork W2040548380 @default.
- W4287609419 hasRelatedWork W2552202683 @default.
- W4287609419 hasRelatedWork W2917062864 @default.
- W4287609419 hasRelatedWork W2951365926 @default.
- W4287609419 hasRelatedWork W2959771705 @default.
- W4287609419 hasRelatedWork W2964222573 @default.
- W4287609419 hasRelatedWork W3096081261 @default.
- W4287609419 hasRelatedWork W4287108475 @default.
- W4287609419 hasRelatedWork W4287609419 @default.
- W4287609419 isParatext "false" @default.
- W4287609419 isRetracted "false" @default.
- W4287609419 workType "article" @default.