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.+In+LVC%252C+dense+video+captioning+models+must+generate+captions+for+video+streams+in+an+online+manner%252C+facing+important+constraints+such+as+having+to+work+with+partial+observations+of+the+video%252C+the+need+for+temporal+anticipation+and%252C+of+course%252C+ensuring+ideally+a+real-time+response.+In+this+work+we+formally+introduce+the+novel+problem+of+LVC+and+propose+new+evaluation+metrics+tailored+for+the+online+scenario%252C+demonstrating+their+superiority+over+traditional+metrics.+We+also+propose+an+LVC+model+integrating+deformable+transformers+and+temporal+filtering+to+address+the+LVC+new+challenges.+Experimental+evaluations+on+the+ActivityNet+Captions+dataset+validate+the+effectiveness+of+our+approach%252C+highlighting+its+performance+in+LVC+compared+to+state-of-the-art+offline+methods.+Results+of+our+model+as+well+as+an+evaluation+kit+with+the+novel+metrics+integrated+are+made+publicly+available+to+encourage+further+research+on+LVC.&cdnurl=https%3a%2f%2fth.bing.com%2fth%2fid%2fR.e12490d23f79cdb931ddf182f116c55d%3frik%3dx%252bMaC%252bk%252bipAIvQ%26pid%3dImgRaw%26r%3d0&exph=630&expw=1200&q=Video+Captioning+Algorithm+Flow+Chart&FORM=IRPRST&ck=1CB4FDCF8D60F506D7F97D3C29F41654&selectedIndex=13&itb=0)
