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20212023
most citedOmniVL:One Foundation Model for Image-Language and Video-Language Tasks

69 citations · 124 across the 15 of their papers we have counts for

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Showing 2022Show all

7 papers · 1 filter

cs.CV2022★ 1 cited

Look Before You Match: Instance Understanding Matters in Video Object Segmentation

Junke Wang, Dongdong Chen, Zuxuan Wu +7

Exploring dense matching between the current frame and past frames for long-range context modeling, memory-based methods have demonstrated impressive results in video object segmen…

eess.AS2022

TridentSE: Guiding Speech Enhancement with 32 Global Tokens

Dacheng Yin, Zhiyuan Zhao, Chuanxin Tang +2

In this paper, we present TridentSE, a novel architecture for speech enhancement, which is capable of efficiently capturing both global information and local details. TridentSE mai…

cs.CV2022★ 69 cited

OmniVL:One Foundation Model for Image-Language and Video-Language Tasks

Junke Wang, Dongdong Chen, Zuxuan Wu +7

This paper presents OmniVL, a new foundation model to support both image-language and video-language tasks using one universal architecture. It adopts a unified transformer-based v…

eess.AS2022★ 1 cited

An Anchor-Free Detector for Continuous Speech Keyword Spotting

Zhiyuan Zhao, Chuanxin Tang, Chengdong Yao +1

Continuous Speech Keyword Spotting (CSKWS) is a task to detect predefined keywords in a continuous speech. In this paper, we regard CSKWS as a one-dimensional object detection task…

eess.AS2022

RetrieverTTS: Modeling Decomposed Factors for Text-Based Speech Insertion

Dacheng Yin, Chuanxin Tang, Yanqing Liu +6

This paper proposes a new "decompose-and-edit" paradigm for the text-based speech insertion task that facilitates arbitrary-length speech insertion and even full sentence generatio…

cs.CV2022★ 18 cited

Peripheral Vision Transformer

Juhong Min, Yucheng Zhao, Chong Luo +1

Human vision possesses a special type of visual processing systems called peripheral vision. Partitioning the entire visual field into multiple contour regions based on the distanc…

cs.LG2022★ 4 cited

Retriever: Learning Content-Style Representation as a Token-Level Bipartite Graph

Dacheng Yin, Xuanchi Ren, Chong Luo +3

This paper addresses the unsupervised learning of content-style decomposed representation. We first give a definition of style and then model the content-style representation as a…