FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4362692015> ?p ?o ?g. }

• W4362692015 endingPage "9594" @default.
• W4362692015 startingPage "9583" @default.
• W4362692015 abstract "Point cloud completion aims to predict complete shape from its partial observation. Current approaches mainly consist of generation and refinement stages in a coarse-to-fine style. However, the generation stage often lacks robustness to tackle different incomplete variations, while the refinement stage blindly recovers point clouds without the semantic awareness. To tackle these challenges, we unify point cloud <bold xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>C</b> ompletion by a generic <bold xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>P</b> retrain- <bold xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>P</b> rompt- <bold xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>P</b> redict paradigm, namely <italic xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>CP3</i> . Inspired by prompting approaches from NLP, we creatively reinterpret point cloud generation and refinement as the prompting and predicting stages, respectively. Then, we introduce a concise self-supervised pretraining stage before prompting. It can effectively increase robustness of point cloud generation, by an Incompletion-Of-Incompletion (IOI) pretext task. Moreover, we develop a novel Semantic Conditional Refinement (SCR) network at the predicting stage. It can discriminatively modulate multi-scale refinement with the guidance of semantics. Finally, extensive experiments demonstrate that our CP3 outperforms the state-of-the-art methods with a large margin. code will be available at <uri xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>https://github.com/MingyeXu/cp3</uri> ." @default.
• W4362692015 created "2023-04-09" @default.
• W4362692015 creator A5002557721 @default.
• W4362692015 creator A5012152127 @default.
• W4362692015 creator A5032744026 @default.
• W4362692015 creator A5046958855 @default.
• W4362692015 creator A5054198217 @default.
• W4362692015 date "2023-08-01" @default.
• W4362692015 modified "2023-09-27" @default.
• W4362692015 title "CP3: Unifying Point Cloud Completion by Pretrain-Prompt-Predict Paradigm" @default.
• W4362692015 cites W2002386777 @default.
• W4362692015 cites W2022695898 @default.
• W4362692015 cites W2049351243 @default.
• W4362692015 cites W2068337491 @default.
• W4362692015 cites W2078075313 @default.
• W4362692015 cites W2142225462 @default.
• W4362692015 cites W2150066425 @default.
• W4362692015 cites W2427751284 @default.
• W4362692015 cites W2603777577 @default.
• W4362692015 cites W2738551266 @default.
• W4362692015 cites W2796426482 @default.
• W4362692015 cites W2886499109 @default.
• W4362692015 cites W2953668091 @default.
• W4362692015 cites W2962770929 @default.
• W4362692015 cites W2962822302 @default.
• W4362692015 cites W2963073614 @default.
• W4362692015 cites W2963814095 @default.
• W4362692015 cites W2970476646 @default.
• W4362692015 cites W2997088169 @default.
• W4362692015 cites W3025708905 @default.
• W4362692015 cites W3034961469 @default.
• W4362692015 cites W3035014292 @default.
• W4362692015 cites W3035574324 @default.
• W4362692015 cites W3108012830 @default.
• W4362692015 cites W3116155584 @default.
• W4362692015 cites W3170469318 @default.
• W4362692015 cites W3191573718 @default.
• W4362692015 cites W3192240783 @default.
• W4362692015 cites W3203898101 @default.
• W4362692015 cites W4205991051 @default.
• W4362692015 cites W4251902738 @default.
• W4362692015 cites W4312788538 @default.
• W4362692015 cites W4312848711 @default.
• W4362692015 doi "https://doi.org/10.1109/tpami.2023.3257026" @default.
• W4362692015 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37027257" @default.
• W4362692015 hasPublicationYear "2023" @default.
• W4362692015 type Work @default.
• W4362692015 citedByCount "0" @default.
• W4362692015 crossrefType "journal-article" @default.
• W4362692015 hasAuthorship W4362692015A5002557721 @default.
• W4362692015 hasAuthorship W4362692015A5012152127 @default.
• W4362692015 hasAuthorship W4362692015A5032744026 @default.
• W4362692015 hasAuthorship W4362692015A5046958855 @default.
• W4362692015 hasAuthorship W4362692015A5054198217 @default.
• W4362692015 hasBestOaLocation W43626920152 @default.
• W4362692015 hasConcept C104317684 @default.
• W4362692015 hasConcept C111919701 @default.
• W4362692015 hasConcept C119857082 @default.
• W4362692015 hasConcept C131979681 @default.
• W4362692015 hasConcept C154945302 @default.
• W4362692015 hasConcept C185592680 @default.
• W4362692015 hasConcept C204321447 @default.
• W4362692015 hasConcept C23123220 @default.
• W4362692015 hasConcept C2524010 @default.
• W4362692015 hasConcept C28719098 @default.
• W4362692015 hasConcept C33923547 @default.
• W4362692015 hasConcept C41008148 @default.
• W4362692015 hasConcept C55493867 @default.
• W4362692015 hasConcept C63479239 @default.
• W4362692015 hasConcept C79974875 @default.
• W4362692015 hasConceptScore W4362692015C104317684 @default.
• W4362692015 hasConceptScore W4362692015C111919701 @default.
• W4362692015 hasConceptScore W4362692015C119857082 @default.
• W4362692015 hasConceptScore W4362692015C131979681 @default.
• W4362692015 hasConceptScore W4362692015C154945302 @default.
• W4362692015 hasConceptScore W4362692015C185592680 @default.
• W4362692015 hasConceptScore W4362692015C204321447 @default.
• W4362692015 hasConceptScore W4362692015C23123220 @default.
• W4362692015 hasConceptScore W4362692015C2524010 @default.
• W4362692015 hasConceptScore W4362692015C28719098 @default.
• W4362692015 hasConceptScore W4362692015C33923547 @default.
• W4362692015 hasConceptScore W4362692015C41008148 @default.
• W4362692015 hasConceptScore W4362692015C55493867 @default.
• W4362692015 hasConceptScore W4362692015C63479239 @default.
• W4362692015 hasConceptScore W4362692015C79974875 @default.
• W4362692015 hasFunder F4320322847 @default.
• W4362692015 hasIssue "8" @default.
• W4362692015 hasLocation W43626920151 @default.
• W4362692015 hasLocation W43626920152 @default.
• W4362692015 hasLocation W43626920153 @default.
• W4362692015 hasOpenAccess W4362692015 @default.
• W4362692015 hasPrimaryLocation W43626920151 @default.
• W4362692015 hasRelatedWork W1999930627 @default.
• W4362692015 hasRelatedWork W2357241418 @default.
• W4362692015 hasRelatedWork W2383532021 @default.
• W4362692015 hasRelatedWork W2961085424 @default.
• W4362692015 hasRelatedWork W4285260836 @default.
• W4362692015 hasRelatedWork W4286629047 @default.

• next