Premium Only Content

fail army at mart
Generating multi-sentence descriptions for videos is one of the most challenging captioning tasks due to its high requirements for not only visual relevance but also discourse-based coherence across the sentences in the paragraph. Towards this goal, we propose a new approach called Memory-Augmented Recurrent Transformer (MART), which uses a memory module to augment the transformer architecture. The memory module generates a highly summarized memory state from the video segments and the sentence history so as to help better prediction of the next sentence (w.r.t. coreference and repetition aspects), thus encouraging coherent paragraph generation. Extensive experiments, human evaluations, and qualitative analyses on two popular datasets ActivityNet Captions and YouCookII show that MART generates more coherent and less repetitive paragraph captions than baseline methods, while maintaining relevance to the input video events.
-
LIVE
TwinGatz
2 hours ago🔴LIVE - 1.3 UPDATE HAS LANDED | ARMA Reforger
168 watching -
LIVE
HELMETFIRE
1 hour ago🟢Helldivers 2 🟢RUMBLE TAKEOVER!
83 watching -
LIVE
Precision Rifle Network
1 day agoS4E10 Guns & Grub - New Gear & 2A News
59 watching -
LIVE
svgames
3 hours ago🟢REPO with @soundboardlord @ZWOGs @PudgeTV @MissesMaam @Shawn Cav Live
92 watching -
1:56:30
Robert Gouveia
4 hours agoTrump FIGHTS BACK in Signal Lawsuit; Judge Boasberg BLASTED; Tesla Terrorist ARRESTED!
32.2K6 -
45:56
Michael Franzese
2 hours agoReacting to RFK Jr.'s Controversial Claims: JFK Assassination and Kennedy Legacy
23K11 -
3:31:03
Barry Cunningham
5 hours agoMUST SEE: LIVE WATCH PARTY! | DOGE INTERVIEW WITH ELON MUSK! | MY MARK MITCHELL INTERVIEW!
48.3K8 -
2:28:48
Rance's Gaming Corner
2 hours ago"Super Dad vs. Donkey Kong: A Mario-Sized Adventure with My Little Player One"
10K1 -
LIVE
megimu32
4 hours agoON THE SUBJECT: Love, Lyrics & 10 Years Later – AMA
104 watching -
58:50
theoriginalmarkz
3 hours agoEvening News with MarkZ and Dr. Scott Young. 03/27/2025
27.4K8