Title
MMInference: Accelerating Pre-filling for Long-Context VLMs via Modality-Aware Permutation Sparse Attention Yucheng Li Huiqiang Jiang Chengruidong Zhang Qianhui Wu Xufang Luo ... Amir H. Abdi Dongsheng Li Jianfeng Gao Yue Yang Lili Qiu 87 3 0 22 Apr 2025
OmniSVG: A Unified Scalable Vector Graphics Generation Model Yiying Yang Wei Cheng Sijin Chen Xianfang Zeng Jiaxu Zhang Liao Wang Gang Yu Xingjun Ma Xingjun Ma Yu Jiang VLM 105 5 0 08 Apr 2025
VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks Jiannan Wu Muyan Zhong Sen Xing Zeqiang Lai Zhaoyang Liu ... Lewei Lu Tong Lu Ping Luo Yu Qiao Jifeng Dai MLLM VLM LRM 301 59 0 03 Jan 2025
Unbounded: A Generative Infinite Game of Character Life Simulation Jialu Li Yuanzhen Li Neal Wadhwa Yael Pritch David E. Jacobs Michael Rubinstein Joey Tianyi Zhou Nataniel Ruiz VGen AI4CE 82 5 0 24 Oct 2024
AutoStudio: Crafting Consistent Subjects in Multi-turn Interactive Image Generation Junhao Cheng Xi Lu Hanhui Li Khun Loun Zai Baiqiao Yin Yuhao Cheng Yiqiang Yan Xiaodan Liang DiffM VGen 90 11 0 03 Jun 2024
Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding Zhimin Li Jianwei Zhang Qin Lin Jiangfeng Xiong Yanxin Long ... Wei Liu Dingyong Wang Yong Yang Jie Jiang Qinglin Lu ViT 125 118 0 14 May 2024
TheaterGen: Character Management with LLM for Consistent Multi-turn Image Generation Junhao Cheng Baiqiao Yin Kaixin Cai Minbin Huang Hanhui Li ... Yue Li Yifei Li Yuhao Cheng Yiqiang Yan Xiaodan Liang DiffM MLLM 104 13 0 29 Apr 2024
Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs Ling Yang Zhaochen Yu Chenlin Meng Minkai Xu Stefano Ermon Tengjiao Wang CoGe DiffM 91 137 0 22 Jan 2024
A Survey of Reasoning with Foundation Models Jiankai Sun Chuanyang Zheng Enze Xie Zhengying Liu Ruihang Chu ... Xipeng Qiu Yi-Chen Guo Hui Xiong Qun Liu Zhenguo Li ReLM LRM AI4CE 174 83 0 17 Dec 2023
LLaVA-Interactive: An All-in-One Demo for Image Chat, Segmentation, Generation and Editing Wei-Ge Chen Irina Spiridonova Jianwei Yang Jianfeng Gao Chun-yue Li MLLM VLM 63 36 0 01 Nov 2023
Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations Nuo Chen Zinan Zheng Ning Wu Ming Gong Yangqiu Song Dongmei Zhang Jia Li LRM 53 43 0 31 Oct 2023
Mini-DALLE3: Interactive Text to Image by Prompting Large Language Models Zeqiang Lai Xizhou Zhu Jifeng Dai Yu Qiao Wenhai Wang MLLM DiffM 71 24 0 11 Oct 2023
Improved Baselines with Visual Instruction Tuning Haotian Liu Chunyuan Li Yuheng Li Yong Jae Lee VLM MLLM 123 2,807 0 05 Oct 2023
Making LLaMA SEE and Draw with SEED Tokenizer Yuying Ge Sijie Zhao Ziyun Zeng Yixiao Ge Chen Li Xintao Wang Ying Shan 76 135 0 02 Oct 2023
NExT-GPT: Any-to-Any Multimodal LLM Shengqiong Wu Hao Fei Leigang Qu Wei Ji Tat-Seng Chua MLLM 85 492 0 11 Sep 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 323 11,894 0 18 Jul 2023
Emu: Generative Pretraining in Multimodality Quan-Sen Sun Qiying Yu Yufeng Cui Fan Zhang Xiaosong Zhang Yueze Wang Hongcheng Gao Jingjing Liu Tiejun Huang Xinlong Wang MLLM 87 138 0 11 Jul 2023
Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding Hang Zhang Xin Li Lidong Bing MLLM 152 1,039 0 05 Jun 2023
Direct Preference Optimization: Your Language Model is Secretly a Reward Model Rafael Rafailov Archit Sharma E. Mitchell Stefano Ermon Christopher D. Manning Chelsea Finn ALM 387 4,125 0 29 May 2023
Generating Images with Multimodal Language Models Jing Yu Koh Daniel Fried Ruslan Salakhutdinov MLLM 77 255 0 26 May 2023
Visual Instruction Tuning Haotian Liu Chunyuan Li Qingyang Wu Yong Jae Lee SyDa VLM MLLM 560 4,861 0 17 Apr 2023
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux ... Faisal Azhar Aurelien Rodriguez Armand Joulin Edouard Grave Guillaume Lample ALM PILM 1.5K 13,420 0 27 Feb 2023
Grounding Language Models to Images for Multimodal Inputs and Outputs Jing Yu Koh Ruslan Salakhutdinov Daniel Fried MLLM 96 122 0 31 Jan 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 429 4,563 0 30 Jan 2023
Scalable Diffusion Models with Transformers William S. Peebles Saining Xie GNN 97 2,386 0 19 Dec 2022
MMDialog: A Large-scale Multi-turn Dialogue Dataset Towards Multi-modal Open-domain Conversation Jiazhan Feng Qingfeng Sun Can Xu Pu Zhao Yaming Yang Chongyang Tao Dongyan Zhao Qingwei Lin 60 58 0 10 Nov 2022
OPT: Open Pre-trained Transformer Language Models Susan Zhang Stephen Roller Naman Goyal Mikel Artetxe Moya Chen ... Daniel Simig Punit Singh Koura Anjali Sridhar Tianlu Wang Luke Zettlemoyer VLM OSLM AI4CE 336 3,685 0 02 May 2022
PaLM: Scaling Language Modeling with Pathways Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra ... Kathy Meier-Hellstern Douglas Eck J. Dean Slav Petrov Noah Fiedel PILM LRM 509 6,279 0 05 Apr 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 820 9,576 0 28 Jan 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 460 15,665 0 20 Dec 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 967 29,731 0 26 Feb 2021
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 347 6,551 0 26 Nov 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 286 7,454 0 06 Oct 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 658 18,276 0 19 Jun 2020
Tell, Draw, and Repeat: Generating and Modifying Images Based on Continual Linguistic Instruction Alaaeldin El-Nouby Shikhar Sharma Hannes Schulz Devon Hjelm Layla El Asri Samira Ebrahimi Kahou Yoshua Bengio Graham W.Taylor VLM 96 123 0 24 Nov 2018
StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks Han Zhang Tao Xu Hongsheng Li Shaoting Zhang Xiaogang Wang Xiaolei Huang Dimitris N. Metaxas GAN 120 2,728 0 10 Dec 2016