Search Results for author: Runjia Li

Found 5 papers, 0 papers with code

kNN-CLIP: Retrieval Enables Training-Free Segmentation on Continually Expanding Large Vocabularies

no code implementations15 Apr 2024 Zhongrui Gui, Shuyang Sun, Runjia Li, Jianhao Yuan, Zhaochong An, Karsten Roth, Ameya Prabhu, Philip Torr

Rapid advancements in continual segmentation have yet to bridge the gap of scaling to large continually expanding vocabularies under compute-constrained scenarios.

Panoptic Segmentation Retrieval +2

OxfordTVG-HIC: Can Machine Make Humorous Captions from Images?

no code implementations ICCV 2023 Runjia Li, Shuyang Sun, Mohamed Elhoseiny, Philip Torr

Hence, humour generation and understanding can serve as a new task for evaluating the ability of deep-learning methods to process abstract and subjective information.

Image Captioning

Real-time Blind Deblurring Based on Lightweight Deep-Wiener-Network

no code implementations29 Nov 2022 Runjia Li, Yang Yu, Charlie Haywood

In this paper, we address the problem of blind deblurring with high efficiency.

Deblurring

Label Alignment Regularization for Distribution Shift

no code implementations27 Nov 2022 Ehsan Imani, Guojun Zhang, Runjia Li, Jun Luo, Pascal Poupart, Philip H. S. Torr, Yangchen Pan

Recent work has highlighted the label alignment property (LAP) in supervised learning, where the vector of all labels in the dataset is mostly in the span of the top few singular vectors of the data matrix.

Representation Learning Sentiment Analysis +1

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