Clip4caption++
WebTo bridge this gap, in this paper, we propose a CLIP4Caption framework that improves video captioning based on a CLIP-enhanced video-text matching network (VTM). This framework is taking full advantage of the information from both vision and language and enforcing the model to learn strongly text-correlated video features for text generation. WebarXiv.org e-Print archive
Clip4caption++
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WebCLIP4Caption: CLIP for Video Caption. In this paper, we proposed a two-stage framework that improves video captioning based on a CLIP-enhanced video-text matching network … WebOct 13, 2024 · To bridge this gap, in this paper, we propose a CLIP4Caption framework that improves video captioning based on a CLIP-enhanced video-text matching network …
WebJan 16, 2024 · Video captioning is an advanced multi-modal task which aims to describe a video clip using a natural language sentence. The encoder-decoder framework is the most popular paradigm for this task in recent years. However, there still exist some non-negligible problems in the decoder of a video captioning model. WebOur solution, named CLIP4Caption++, is built on X-Linear/X-Transformer, which is an advanced model with encoder-decoder architecture. We make the following improvements on the proposed...
WebCLIP4Caption: CLIP for Video Caption Video captioning is a challenging task since it requires generating sent... 0 Mingkang Tang, et al. ∙ share research ∙ 17 months ago CLIP4Caption ++: Multi-CLIP for Video Caption This report describes our solution to the VALUE Challenge 2024 in the ca... 0 Mingkang Tang, et al. ∙ share WebApr 22, 2024 · CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval (July 28, 2024) Add ViT-B/16 with an extra --pretrained_clip_name(Apr. 22, 2024) First …
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WebMay 26, 2024 · Toward more descriptive and distinctive caption generation, we propose using CLIP, a multimodal encoder trained on huge image-text pairs from web, to calculate multimodal similarity and use it as a reward function. We also propose a simple finetuning strategy of the CLIP text encoder to improve grammar that does not require extra text … hot thighs at nightWebCLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval Huaishao Luo1, Lei Ji2, Ming Zhong3, Yang Chen3, Wen Lei3, Nan Duan2, Tianrui Li1 1Southwest Jiaotong University, Chengdu, China [email protected], [email protected] 2Microsoft Research Asia, Beijing, China 3Microsoft STCA, Beijing, China … line of symmetry activity year 2WebCLIP4Caption: CLIP for Video Caption. Video captioning is a challenging task since it requires generating sentences describing various diverse and complex videos. Existing … line of swanson meals recipeshotthing234 gmail.comWebOct 13, 2024 · To bridge this gap, in this paper, we propose a CLIP4Caption framework that improves video captioning based on a CLIP-enhanced video-text matching network (VTM). This framework is taking full advantage of the information from both vision and language and enforcing the model to learn strongly text-correlated video features for text generation. hot thing for now crosswordWebFeb 9, 2024 · A recent work, called Goal-Conditioned Supervised Learning (GCSL), provides a new learning framework by iteratively relabeling and imitating self-generated experiences. In this paper, we revisit the theoretical property of GCSL -- optimizing a lower bound of the goal reaching objective, and extend GCSL as a novel offline goal … hot thighs after exerciseWebClip4Caption (Tang et al. '21) ATP (Buch et al. ‘22) Contrast Sets (Park et al. ‘22) Probing Analysis VideoBERT (Sun et al. '19) ActBERT (Zhu and Yang '20) HTM (Miech et al. '19) MIL-NCE (Miech et al. '20) Pioneering work in Video-Text Pre-training Frozen (Bain et al. '21) Enhanced Pre-training Data MERLOT (Zeller et al. '21) MERLOT RESERVE ... line of symmetry activities for kids