FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4307472425> ?p ?o ?g. }

• W4307472425 abstract "There is a growing interest in adopting Deep Learning (DL) given its superior performance in many domains. However, modern DL frameworks such as TensorFlow often come with a steep learning curve. In this work, we propose INTENT, an interactive system that infers user intent and generates corresponding TensorFlow code on behalf of users. INTENT helps users understand and validate the semantics of generated code by rendering individual tensor transformation steps with intermediate results and element-wise data provenance. Users can further guide INTENT by marking certain TensorFlow operators as desired or undesired, or directly manipulating the generated code. A within-subjects user study with 18 participants shows that users can finish programming tasks in TensorFlow more successfully with only half the time, compared with a variant of INTENT that has no interaction or visualization support." @default.
• W4307472425 created "2022-11-02" @default.
• W4307472425 creator A5021984184 @default.
• W4307472425 creator A5027694556 @default.
• W4307472425 creator A5035015219 @default.
• W4307472425 creator A5048050403 @default.
• W4307472425 creator A5073806117 @default.
• W4307472425 creator A5081573804 @default.
• W4307472425 date "2022-10-28" @default.
• W4307472425 modified "2023-09-27" @default.
• W4307472425 title "INTENT: Interactive Tensor Transformation Synthesis" @default.
• W4307472425 cites W1540823594 @default.
• W4307472425 cites W1694295455 @default.
• W4307472425 cites W1791762382 @default.
• W4307472425 cites W1905591175 @default.
• W4307472425 cites W1964048414 @default.
• W4307472425 cites W1984315811 @default.
• W4307472425 cites W2018683166 @default.
• W4307472425 cites W2064766209 @default.
• W4307472425 cites W2084944215 @default.
• W4307472425 cites W2107387337 @default.
• W4307472425 cites W2112501366 @default.
• W4307472425 cites W2141946720 @default.
• W4307472425 cites W2143074722 @default.
• W4307472425 cites W2144310369 @default.
• W4307472425 cites W2150391463 @default.
• W4307472425 cites W2160580192 @default.
• W4307472425 cites W2168898639 @default.
• W4307472425 cites W2405187948 @default.
• W4307472425 cites W2536870052 @default.
• W4307472425 cites W2761958682 @default.
• W4307472425 cites W2762513422 @default.
• W4307472425 cites W2888420917 @default.
• W4307472425 cites W2896298055 @default.
• W4307472425 cites W2917166626 @default.
• W4307472425 cites W2918497321 @default.
• W4307472425 cites W2972278312 @default.
• W4307472425 cites W3005940936 @default.
• W4307472425 cites W3011590361 @default.
• W4307472425 cites W3033889389 @default.
• W4307472425 cites W3094252362 @default.
• W4307472425 cites W3094268141 @default.
• W4307472425 cites W3162444510 @default.
• W4307472425 cites W3163443091 @default.
• W4307472425 cites W3163780238 @default.
• W4307472425 cites W3167083555 @default.
• W4307472425 cites W3205927779 @default.
• W4307472425 cites W4237412827 @default.
• W4307472425 cites W4242239856 @default.
• W4307472425 cites W4284676027 @default.
• W4307472425 doi "https://doi.org/10.1145/3526113.3545653" @default.
• W4307472425 hasPublicationYear "2022" @default.
• W4307472425 type Work @default.
• W4307472425 citedByCount "0" @default.
• W4307472425 crossrefType "proceedings-article" @default.
• W4307472425 hasAuthorship W4307472425A5021984184 @default.
• W4307472425 hasAuthorship W4307472425A5027694556 @default.
• W4307472425 hasAuthorship W4307472425A5035015219 @default.
• W4307472425 hasAuthorship W4307472425A5048050403 @default.
• W4307472425 hasAuthorship W4307472425A5073806117 @default.
• W4307472425 hasAuthorship W4307472425A5081573804 @default.
• W4307472425 hasBestOaLocation W43074724251 @default.
• W4307472425 hasConcept C104317684 @default.
• W4307472425 hasConcept C107457646 @default.
• W4307472425 hasConcept C154945302 @default.
• W4307472425 hasConcept C155281189 @default.
• W4307472425 hasConcept C177264268 @default.
• W4307472425 hasConcept C184337299 @default.
• W4307472425 hasConcept C185592680 @default.
• W4307472425 hasConcept C199360897 @default.
• W4307472425 hasConcept C202444582 @default.
• W4307472425 hasConcept C204241405 @default.
• W4307472425 hasConcept C205711294 @default.
• W4307472425 hasConcept C2776760102 @default.
• W4307472425 hasConcept C33923547 @default.
• W4307472425 hasConcept C36464697 @default.
• W4307472425 hasConcept C41008148 @default.
• W4307472425 hasConcept C43126263 @default.
• W4307472425 hasConcept C55493867 @default.
• W4307472425 hasConceptScore W4307472425C104317684 @default.
• W4307472425 hasConceptScore W4307472425C107457646 @default.
• W4307472425 hasConceptScore W4307472425C154945302 @default.
• W4307472425 hasConceptScore W4307472425C155281189 @default.
• W4307472425 hasConceptScore W4307472425C177264268 @default.
• W4307472425 hasConceptScore W4307472425C184337299 @default.
• W4307472425 hasConceptScore W4307472425C185592680 @default.
• W4307472425 hasConceptScore W4307472425C199360897 @default.
• W4307472425 hasConceptScore W4307472425C202444582 @default.
• W4307472425 hasConceptScore W4307472425C204241405 @default.
• W4307472425 hasConceptScore W4307472425C205711294 @default.
• W4307472425 hasConceptScore W4307472425C2776760102 @default.
• W4307472425 hasConceptScore W4307472425C33923547 @default.
• W4307472425 hasConceptScore W4307472425C36464697 @default.
• W4307472425 hasConceptScore W4307472425C41008148 @default.
• W4307472425 hasConceptScore W4307472425C43126263 @default.
• W4307472425 hasConceptScore W4307472425C55493867 @default.
• W4307472425 hasLocation W43074724251 @default.
• W4307472425 hasOpenAccess W4307472425 @default.
• W4307472425 hasPrimaryLocation W43074724251 @default.
• W4307472425 hasRelatedWork W1587224678 @default.

• next