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With the growing demands of AI-generated content (AIGC), the need for high-quality, diverse, and scalable data has become increasingly crucial.
Crafting a toolchain for image restoration by deep reinforcement learning
Ke Yu, Chao Dong, Liang Lin, and Chen Change Loy · 2018
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Frozen in time: A joint video and image encoder for end-to-end retrieval
Max Bain, Arsha Nagrani, Gül Varol, and Andrew Zisserman · 2021
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Learning transferable visual models from natural language supervision
Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, et al · 2021
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Laion-400m: Open dataset of clip-filtered 400 million image-text pairs
Christoph Schuhmann, Richard Vencu, Romain Beaumont, Robert Kaczmarczyk, Clayton Mullis, Aarush Katta, Theo Coombes, Jenia Jitsev, and Aran Komatsuzaki · 2021
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Visual knowledge graph for human action reasoning in videos
Yue Ma, Yali Wang, Yue Wu, Ziyu Lyu, Siran Chen, Xiu Li, and Yu Qiao · 2022
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High-resolution image synthesis with latent diffusion models
Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, and Björn Ommer · 2022
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Laion-5b: An open large-scale dataset for training next generation image-text models
Christoph Schuhmann, Romain Beaumont, Richard Vencu, Cade Gordon, Ross Wightman, Mehdi Cherti, Theo Coombes, Aarush Katta, Clayton Mullis, Mitchell Wortsman, et al · 2022
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Qwen-vl: A frontier large vision-language model with versatile abilities
Jinze Bai, Shuai Bai, Shusheng Yang, Shijie Wang, Sinan Tan, Peng Wang, Junyang Lin, Chang Zhou, and Jingren Zhou · 2023
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Scalable diffusion models with transformers
William Peebles and Saining Xie · 2023
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Synthetic data generation for bridging sim2real gap in a production environment
Parth Rawal, Mrunal Sompura, and Wolfgang Hintze · 2023
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Clarity chatgpt: An interactive and adaptive processing system for image restoration and enhancement
Yanyan Wei, Zhao Zhang, Jiahuan Ren, Xiaogang Xu, Richang Hong, Yi Yang, Shuicheng Yan, and Meng Wang · 2023
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Claude 3.5 sonnet, 2024
Anthropic · 2024
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Introducing gemini 2.0: our new ai model for the agentic era, 2024
Google DeepMind · 2024
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Scenecraft: An LLM agent for synthesizing 3d scenes as blender code
Ziniu Hu, Ahmet Iscen, Aashi Jain, Thomas Kipf, Yisong Yue, David A Ross, Cordelia Schmid, and Alireza Fathi · 2024
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Freehand sketch generation from mechanical components
Zhichao Liao, Fengyuan Piao, Di Huang, Xinghui Li, Yue Ma, Pingfa Feng, Heming Fang, and Long Zeng · 2024
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Evaluating text-to-image diffusion models for texturing synthetic data
Thomas Lips et al · 2024
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Video-p2p: Video editing with cross-attention control
Shaoteng Liu, Yuechen Zhang, Wenbo Li, Zhe Lin, and Jiaya Jia · 2024
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Ovis: Structural embedding alignment for multimodal large language model
Shiyin Lu, Yang Li, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, and Han-Jia Ye · 2024
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Follow-your-emoji: Fine-controllable and expressive freestyle portrait animation
Yue Ma, Hongyu Liu, Hongfa Wang, Heng Pan, Yingqing He, Junkun Yuan, Ailing Zeng, Chengfei Cai, Heung-Yeung Shum, Wei Liu, et al · 2024
Cited alongside, same era.
Dit4edit: Diffusion transformer for image editing
Kunyu Feng, Yue Ma, Bingyuan Wang, Chenyang Qi, Haozhe Chen, Qifeng Chen, and Zeyu Wang · 2025
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Text2world: Benchmarking large language models for symbolic world model generation
Mengkang Hu, Tianxing Chen, Yude Zou, Yuheng Lei, Qiguang Chen, Ming Li, Qiwei Liang, Yao Mu, Hongyuan Zhang, Wenqi Shao, et al · 2025
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Smarteraser: Remove anything from images using masked-region guidance
Longtao Jiang, Zhendong Wang, Jianmin Bao, Wengang Zhou, Dongdong Chen, Lei Shi, Dong Chen, and Houqiang Li · 2025
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Towards effective and sparse adversarial attack on spiking neural networks via breaking invisible surrogate gradients
Li Lun, Kunyu Feng, Qinglong Ni, Ling Liang, Yuan Wang, Ying Li, Dunshan Yu, and Xiaoxin Cui · 2025
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Magicstick: Controllable video editing via control handle transformations
Yue Ma, Xiaodong Cun, Sen Liang, Jinbo Xing, Yingqing He, Chenyang Qi, Siran Chen, and Qifeng Chen · 2025
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Llama 3.2: Revolutionizing edge ai and vision with open, customizable models, 2024
Meta · 2024
Cited alongside, same era.
A survey of synthetic data augmentation methods in machine vision
Alhassan Mumuni, Fuseini Mumuni, and Nana Kobina Gerrar · 2024
Cited alongside, same era.
Towards realistic scene generation with lidar diffusion models
Haoxi Ran, Vitor Guizilini, and Yue Wang · 2024
Cited alongside, same era.
Cove: Unleashing the diffusion feature correspondence for consistent video editing
Jiangshan Wang, Yue Ma, Jiayi Guo, Yicheng Xiao, Gao Huang, and Xiu Li · 2024
Cited alongside, same era.
Bridging the gap: A unified video comprehension framework for moment retrieval and highlight detection
Yicheng Xiao, Zhuoyan Luo, Yong Liu, Yue Ma, Hengwei Bian, Yatai Ji, Yujiu Yang, and Xiu Li · 2024
Cited alongside, same era.
Follow-your-pose v2: Multiple-condition guided character image animation for stable pose control
Jingyun Xue, Hongfa Wang, Qi Tian, Yue Ma, Andong Wang, Zhiyuan Zhao, Shaobo Min, Wenzhe Zhao, Kaihao Zhang, Heung-Yeung Shum, et al · 2024
Cited alongside, same era.
Exploring limits of diffusion-synthetic training with weakly supervised semantic segmentation
Ryota Yoshihashi, Yuya Otsuka, Tomohiro Tanaka, Hirokatsu Kataoka, et al · 2024
Cited alongside, same era.
Lux post facto: Learning portrait performance relighting with conditional video diffusion and a hybrid dataset
Yiqun Mei, Mingming He, Li Ma, Julien Philip, Wenqi Xian, David M George, Xueming Yu, Gabriel Dedic, Ahmet Levent Taşel, Ning Yu, et al · 2025
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Tokenflow: Unified image tokenizer for multimodal understanding and generation
Liao Qu, Huichao Zhang, Yiheng Liu, Xu Wang, Yi Jiang, Yiming Gao, Hu Ye, Daniel K Du, Zehuan Yuan, and Xinglong Wu · 2025
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Gemma Team, Aishwarya Kamath, Johan Ferret, Shreya Pathak, Nino Vieillard, Ramona Merhej, Sarah Perrin, Tatiana Matejovicova, Alexandre Ramé, Morgane Rivière, et al · 2025
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Wan: Open and advanced large-scale video generative models
Team Wan, Ang Wang, Baole Ai, Bin Wen, Chaojie Mao, Chen-Wei Xie, Di Chen, Feiwu Yu, Haiming Zhao, Jianxiao Yang, et al · 2025
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Spatial-mllm: Boosting mllm capabilities in visual-based spatial intelligence
Diankun Wu, Fangfu Liu, Yi-Hsin Hung, and Yueqi Duan · 2025
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Eedit: Rethinking the spatial and temporal redundancy for efficient image editing
Zexuan Yan, Yue Ma, Chang Zou, Wenteng Chen, Qifeng Chen, and Linfeng Zhang · 2025
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Trajectorycrafter: Redirecting camera trajectory for monocular videos via diffusion models
Mark YU, Wenbo Hu, Jinbo Xing, and Ying Shan · 2025
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Magiccolor: Multi-instance sketch colorization
Yinhan Zhang, Yue Ma, Bingyuan Wang, Qifeng Chen, and Zeyu Wang · 2025
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