EVA-CLIP: Improved Training Techniques for CLIP at Scale

27 March 2023

Papers citing "EVA-CLIP: Improved Training Techniques for CLIP at Scale"

50 / 357 papers shown

Title
Side4Video: Spatial-Temporal Side Network for Memory-Efficient Image-to-Video Transfer Learning Huanjin Yao Wenhao Wu Zhiheng Li VLM 87 9 0 27 Nov 2023
GPT4Vis: What Can GPT-4 Do for Zero-shot Visual Recognition? Wenhao Wu Huanjin Yao Mengxi Zhang Yuxin Song Wanli Ouyang Jingdong Wang VLM 22 29 0 27 Nov 2023
DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback Yangyi Chen Karan Sikka Michael Cogswell Heng Ji Ajay Divakaran 24 56 0 16 Nov 2023
Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding Peng Jin Ryuichi Takanobu Caiwan Zhang Xiaochun Cao Li-ming Yuan MLLM 32 217 0 14 Nov 2023
InfMLLM: A Unified Framework for Visual-Language Tasks Qiang-feng Zhou Zhibin Wang Wei Chu Yinghui Xu Hao Li Yuan Qi MLLM 16 11 0 12 Nov 2023
FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts Yichen Gong Delong Ran Jinyuan Liu Conglei Wang Tianshuo Cong Anyu Wang Sisi Duan Xiaoyun Wang MLLM 129 117 0 09 Nov 2023
CogVLM: Visual Expert for Pretrained Language Models Weihan Wang Qingsong Lv Wenmeng Yu Wenyi Hong Ji Qi ... Bin Xu Juanzi Li Yuxiao Dong Ming Ding Jie Tang VLM MLLM 17 444 0 06 Nov 2023
CapsFusion: Rethinking Image-Text Data at Scale Qiying Yu Quan-Sen Sun Xiaosong Zhang Yufeng Cui Fan Zhang Yue Cao Xinlong Wang Jingjing Liu VLM 21 53 0 31 Oct 2023
SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding Haoxiang Wang Pavan Kumar Anasosalu Vasu Fartash Faghri Raviteja Vemulapalli Mehrdad Farajtabar Sachin Mehta Mohammad Rastegari Oncel Tuzel Hadi Pouransari VLM 11 65 0 23 Oct 2023
SILC: Improving Vision Language Pretraining with Self-Distillation Muhammad Ferjad Naeem Yongqin Xian Xiaohua Zhai Lukas Hoyer Luc Van Gool F. Tombari VLM 17 32 0 20 Oct 2023
From CLIP to DINO: Visual Encoders Shout in Multi-modal Large Language Models Dongsheng Jiang Yuchen Liu Songlin Liu Jiné Zhao Hao Zhang Zhen Gao Xiaopeng Zhang Jin Li Hongkai Xiong MLLM VLM 31 34 0 13 Oct 2023
Can We Edit Multimodal Large Language Models? Siyuan Cheng Bo Tian Qingbin Liu Xi Chen Yongheng Wang Huajun Chen Ningyu Zhang MLLM 28 28 0 12 Oct 2023
Uni3D: Exploring Unified 3D Representation at Scale Junsheng Zhou Jinsheng Wang Baorui Ma Yu-Shen Liu Tiejun Huang Xinlong Wang 26 86 0 10 Oct 2023
BrainSCUBA: Fine-Grained Natural Language Captions of Visual Cortex Selectivity Andrew F. Luo Margaret M. Henderson Michael J. Tarr Brian Karrer 21 15 0 06 Oct 2023
ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models Yi-Lin Sung Jaehong Yoon Mohit Bansal VLM 15 14 0 04 Oct 2023
ReForm-Eval: Evaluating Large Vision Language Models via Unified Re-Formulation of Task-Oriented Benchmarks Zejun Li Ye Wang Mengfei Du Qingwen Liu Binhao Wu ... Zhihao Fan Jie Fu Jingjing Chen Xuanjing Huang Zhongyu Wei 20 13 0 04 Oct 2023
MiniGPT-5: Interleaved Vision-and-Language Generation via Generative Vokens Kaizhi Zheng Xuehai He Xin Eric Wang MLLM 17 91 0 03 Oct 2023
CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction Size Wu Wenwei Zhang Lumin Xu Sheng Jin Xiangtai Li Wentao Liu Chen Change Loy CLIP VLM 16 67 0 02 Oct 2023
Making LLaMA SEE and Draw with SEED Tokenizer Yuying Ge Sijie Zhao Ziyun Zeng Yixiao Ge Chen Li Xintao Wang Ying Shan 22 127 0 02 Oct 2023
The Devil is in the Details: A Deep Dive into the Rabbit Hole of Data Filtering Hai-ping Yu Yu Tian Sateesh Kumar Linjie Yang Heng Wang VLM 28 17 0 27 Sep 2023
BT-Adapter: Video Conversation is Feasible Without Video Instruction Tuning Ruyang Liu Chen Li Yixiao Ge Ying Shan Thomas H. Li Ge Li 22 29 0 27 Sep 2023
DreamLLM: Synergistic Multimodal Comprehension and Creation Runpei Dong Chunrui Han Yuang Peng Zekun Qi Zheng Ge ... Hao-Ran Wei Xiangwen Kong Xiangyu Zhang Kaisheng Ma Li Yi MLLM 28 168 0 20 Sep 2023
Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior Ashmit Khandelwal Aditya Agrawal Aanisha Bhattacharyya Yaman Kumar Singla Somesh Singh ... Ishita Dasgupta Stefano Petrangeli R. Shah Changyou Chen Balaji Krishnamurthy 11 8 0 01 Sep 2023
Decoding Natural Images from EEG for Object Recognition Yonghao Song Bingchuan Liu Xiang Li Nanlin Shi Yijun Wang Xiaorong Gao 14 22 0 25 Aug 2023
BLIVA: A Simple Multimodal LLM for Better Handling of Text-Rich Visual Questions Wenbo Hu Y. Xu Y. Li W. Li Z. Chen Z. Tu MLLM VLM 28 120 0 19 Aug 2023
Applicability of scaling laws to vision encoding models Takuya Matsuyama K. Sasaki Shinji Nishimoto MedIm 6 4 0 01 Aug 2023
Foundational Models Defining a New Era in Vision: A Survey and Outlook Muhammad Awais Muzammal Naseer Salman Khan Rao Muhammad Anwer Hisham Cholakkal M. Shah Ming Yang F. Khan VLM 18 116 0 25 Jul 2023
What Can Simple Arithmetic Operations Do for Temporal Modeling? Wenhao Wu Yuxin Song Zhun Sun Jingdong Wang Chang Xu Wanli Ouyang 38 8 0 18 Jul 2023
Fine-grained Text-Video Retrieval with Frozen Image Encoders Zuozhuo Dai Fang Shao Qingkun Su Zilong Dong Siyu Zhu 162 1 0 14 Jul 2023
InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation Yi Wang Yinan He Yizhuo Li Kunchang Li Jiashuo Yu ... Ping Luo Ziwei Liu Yali Wang Limin Wang Yu Qiao VLM VGen 19 241 0 13 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 27 126 0 11 Jul 2023
What Matters in Training a GPT4-Style Language Model with Multimodal Inputs? Yan Zeng Hanbo Zhang Jiani Zheng Jiangnan Xia Guoqiang Wei Yang Wei Yuchen Zhang Tao Kong MLLM 19 71 0 05 Jul 2023
End-to-end Autonomous Driving: Challenges and Frontiers Li Chen Peng Wu Kashyap Chitta Bernhard Jaeger Andreas Geiger Hongyang Li 3DV 32 260 0 29 Jun 2023
Towards Open Vocabulary Learning: A Survey Jianzong Wu Xiangtai Li Shilin Xu Haobo Yuan Henghui Ding ... Jiangning Zhang Yu Tong Xudong Jiang Bernard Ghanem Dacheng Tao ObjD VLM 27 134 0 28 Jun 2023
$CLIPA-v2: Scaling CLIP Training with 81.1% Zero-shot ImageNet Accuracy within a \$10,000 Budget; An Extra \$4,000 Unlocks 81.8% Accuracy$ CLIPA-v2: Scaling CLIP Training with 81.1% Zero-shot ImageNet Accuracy within a \ $10,000 Budget; An Extra \$ 4,000 Unlocks 81.8% Accuracy Xianhang Li Zeyu Wang Cihang Xie CLIP VLM 40 19 0 27 Jun 2023
A Survey on Multimodal Large Language Models Shukang Yin Chaoyou Fu Sirui Zhao Ke Li Xing Sun Tong Bill Xu Enhong Chen MLLM LRM 33 551 0 23 Jun 2023
COSA: Concatenated Sample Pretrained Vision-Language Foundation Model Sihan Chen Xingjian He Handong Li Xiaojie Jin Jiashi Feng J. Liu VLM CLIP 22 8 0 15 Jun 2023
Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional Understanding Le Zhang Rabiul Awal Aishwarya Agrawal CoGe VLM 18 9 0 15 Jun 2023
Towards AGI in Computer Vision: Lessons Learned from GPT and Large Language Models Lingxi Xie Longhui Wei Xiaopeng Zhang Kaifeng Bi Xiaotao Gu Jianlong Chang Qi Tian 29 6 0 14 Jun 2023
Image Captioners Are Scalable Vision Learners Too Michael Tschannen Manoj Kumar Andreas Steiner Xiaohua Zhai N. Houlsby Lucas Beyer VLM CLIP 16 53 0 13 Jun 2023
Fine-Grained Visual Prompting Lingfeng Yang Yueze Wang Xiang Li Xinlong Wang Jian Yang ObjD VLM 16 59 0 07 Jun 2023
Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models Andrew F. Luo Margaret M. Henderson Leila Wehbe Michael J. Tarr DiffM 14 16 0 05 Jun 2023
Evaluating the Capabilities of Multi-modal Reasoning Models with Synthetic Task Data Nathan Vaska Victoria Helus LRM 7 1 0 01 Jun 2023
VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset Sihan Chen Handong Li Qunbo Wang Zijia Zhao Ming-Ting Sun Xinxin Zhu J. Liu 30 95 0 29 May 2023
On Evaluating Adversarial Robustness of Large Vision-Language Models Yunqing Zhao Tianyu Pang Chao Du Xiao Yang Chongxuan Li Ngai-man Cheung Min-Bin Lin VLM AAML MLLM 6 166 0 26 May 2023
ChatBridge: Bridging Modalities with Large Language Model as a Language Catalyst Zijia Zhao Longteng Guo Tongtian Yue Si-Qing Chen Shuai Shao Xinxin Zhu Zehuan Yuan Jing Liu MLLM 27 51 0 25 May 2023
If at First You Don't Succeed, Try, Try Again: Faithful Diffusion-based Text-to-Image Generation by Selection Shyamgopal Karthik Karsten Roth Massimiliano Mancini Zeynep Akata 24 20 0 22 May 2023
What Makes for Good Visual Tokenizers for Large Language Models? Guangzhi Wang Yixiao Ge Xiaohan Ding Mohan S. Kankanhalli Ying Shan MLLM VLM 14 38 0 20 May 2023
An Inverse Scaling Law for CLIP Training Xianhang Li Zeyu Wang Cihang Xie VLM CLIP 35 54 0 11 May 2023
Self-Chained Image-Language Model for Video Localization and Question Answering Shoubin Yu Jaemin Cho Prateek Yadav Mohit Bansal 31 129 0 11 May 2023