Enhance Multimodal Transformer With External Label And In-Domain Pretrain: Hateful Meme Challenge Winning Solution

15 December 2020

Papers citing "Enhance Multimodal Transformer With External Label And In-Domain Pretrain: Hateful Meme Challenge Winning Solution"

17 / 17 papers shown

Title
Detecting and Mitigating Hateful Content in Multimodal Memes with Vision-Language Models Minh-Hao Van Xintao Wu VLM 88 0 0 30 Apr 2025
What's Pulling the Strings? Evaluating Integrity and Attribution in AI Training and Inference through Concept Shift Jiamin Chang Hao Li Hammond Pearce Ruoxi Sun Bo-wen Li Minhui Xue 38 0 0 28 Apr 2025
Prompt-enhanced Network for Hateful Meme Classification Junxi Liu Yanyan Feng Jiehai Chen Yun Xue Fenghuan Li VLM 55 0 0 12 Nov 2024
PromptMTopic: Unsupervised Multimodal Topic Modeling of Memes using Large Language Models Nirmalendu Prakash Han Wang N. Hoang Ming Shan Hee Roy Ka-Wei Lee 23 11 0 11 Dec 2023
Beneath the Surface: Unveiling Harmful Memes with Multimodal Reasoning Distilled from Large Language Models Hongzhan Lin Ziyang Luo Jing Ma Long Chen 27 9 0 09 Dec 2023
Pro-Cap: Leveraging a Frozen Vision-Language Model for Hateful Meme Detection Rui Cao Ming Shan Hee Adriel Kuek Wen-Haw Chong Roy Ka-Wei Lee Jing Jiang VLM MLLM 27 36 0 16 Aug 2023
Unsafe Diffusion: On the Generation of Unsafe Images and Hateful Memes From Text-To-Image Models Y. Qu Xinyue Shen Xinlei He Michael Backes Savvas Zannettou Yang Zhang 21 106 0 23 May 2023
MemeFier: Dual-stage Modality Fusion for Image Meme Classification C. Koutlis Manos Schinas Symeon Papadopoulos 16 12 0 06 Apr 2023
Meme Sentiment Analysis Enhanced with Multimodal Spatial Encoding and Facial Embedding Muzhaffar Hazman Susan Mckeever Josephine Griffith 9 4 0 03 Mar 2023
TOT: Topology-Aware Optimal Transport For Multimodal Hate Detection Linhao Zhang Li Jin Xian Sun Guangluan Xu Zequn Zhang Xiaoyu Li Nayu Liu Qing Liu Shiyao Yan 41 7 0 27 Feb 2023
Prompting for Multimodal Hateful Meme Classification Rui Cao Roy Ka-Wei Lee Wen-Haw Chong Jing Jiang VLM 22 75 0 08 Feb 2023
Multimodal Transformer for Parallel Concatenated Variational Autoencoders Stephen D. Liang J. Mendel ViT 24 5 0 28 Oct 2022
Flamingo: a Visual Language Model for Few-Shot Learning Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr ... Mikolaj Binkowski Ricardo Barreira Oriol Vinyals Andrew Zisserman Karen Simonyan MLLM VLM 46 3,334 0 29 Apr 2022
Emotion Based Hate Speech Detection using Multimodal Learning Aneri Rana Sonali Jha 11 39 0 13 Feb 2022
Disentangling Hate in Online Memes Rui Cao Ziqing Fan Roy Ka-Wei Lee Wen-Haw Chong Jing Jiang 26 76 0 09 Aug 2021
What is Multimodality? Letitia Parcalabescu Nils Trost Anette Frank 21 0 0 10 Mar 2021
K-BERT: Enabling Language Representation with Knowledge Graph Weijie Liu Peng Zhou Zhe Zhao Zhiruo Wang Qi Ju Haotang Deng Ping Wang 231 778 0 17 Sep 2019