EVA: Exploring the Limits of Masked Visual Representation Learning at Scale

14 November 2022

Papers citing "EVA: Exploring the Limits of Masked Visual Representation Learning at Scale"

50 / 507 papers shown

Title
X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP Hanxun Huang Sarah Monazam Erfani Yige Li Xingjun Ma James Bailey AAML 34 0 0 08 May 2025
Interleave-VLA: Enhancing Robot Manipulation with Interleaved Image-Text Instructions Cunxin Fan Xiaosong Jia Yihang Sun Yixiao Wang Jianglan Wei ... Xiangyu Zhao M. Tomizuka Xue Yang Junchi Yan Mingyu Ding LM&Ro VLM 54 2 0 04 May 2025
DEEMO: De-identity Multimodal Emotion Recognition and Reasoning Deng Li Bohao Xing Xin Liu Baiqiang Xia Bihan Wen H. Kalviainen VLM 68 0 0 28 Apr 2025
MP-Mat: A 3D-and-Instance-Aware Human Matting and Editing Framework with Multiplane Representation Siyi Jiao Wenzheng Zeng Y. Li H. Zhang Changxin Gao Nong Sang Mike Zheng Shou 12 0 0 20 Apr 2025
Perception Encoder: The best visual embeddings are not at the output of the network Daniel Bolya Po-Yao (Bernie) Huang Peize Sun Jang Hyun Cho Andrea Madotto ... Shiyu Dong Nikhila Ravi Daniel Li Piotr Dollár Christoph Feichtenhofer ObjD VOS 103 0 0 17 Apr 2025
Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation Siyu Chen Ting Han Changshe Zhang Xin Luo Meiliu Wu Guorong Cai Jinhe Su MDE 32 0 0 17 Apr 2025
Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Shravan Chaudhari Trilokya Akula Yoon Kim Tom Blake LRM 40 0 0 16 Apr 2025
The Scalability of Simplicity: Empirical Analysis of Vision-Language Learning with a Single Transformer Weixian Lei Jiacong Wang Haochen Wang X. Li Jun Hao Liew Jiashi Feng Zilong Huang 26 1 0 14 Apr 2025
CleanMAP: Distilling Multimodal LLMs for Confidence-Driven Crowdsourced HD Map Updates Ankit Kumar Shaw Kun Jiang Tuopu Wen Chandan Kumar Sah Yining Shi Mengmeng Yang D. Yang Xiaoli Lian 26 0 0 14 Apr 2025
Enhancing Multi-task Learning Capability of Medical Generalist Foundation Model via Image-centric Multi-annotation Data Xun Zhu Fanbin Mo Zheng Zhang J. Wang Yiming Shi Ming Wu Chuang Zhang Miao Li Ji Wu 24 0 0 14 Apr 2025
FocalLens: Instruction Tuning Enables Zero-Shot Conditional Image Representations Cheng-Yu Hsieh Pavan Kumar Anasosalu Vasu Fartash Faghri Raviteja Vemulapalli Chun-Liang Li Ranjay Krishna Oncel Tuzel Hadi Pouransari VLM 61 0 0 11 Apr 2025
VC-LLM: Automated Advertisement Video Creation from Raw Footage using Multi-modal LLMs Dongjun Qian Kai Su Yiming Tan Qishuai Diao Xian Wu Chang Liu Bingyue Peng Zehuan Yuan VGen 16 0 0 08 Apr 2025
REEF: Relevance-Aware and Efficient LLM Adapter for Video Understanding Sakib Reza Xiyun Song Heather Yu Zongfang Lin Mohsen Moghaddam Octavia Camps 23 0 0 07 Apr 2025
Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite Imagery Mykola Lavreniuk Nataliia Kussul Andrii Shelestov Bohdan Yailymov Yevhenii Salii Volodymyr Kuzin Zoltan Szantoi 29 0 0 03 Apr 2025
Rip Current Segmentation: A Novel Benchmark and YOLOv8 Baseline Results Andrei Dumitriu Florin Tatui Florin Miron Radu Tudor Ionescu Radu Timofte 37 19 0 03 Apr 2025
Enhanced Cross-modal 3D Retrieval via Tri-modal Reconstruction Junlong Ren Hao Wang 36 0 0 02 Apr 2025
RipVIS: Rip Currents Video Instance Segmentation Benchmark for Beach Monitoring and Safety Andrei Dumitriu Florin Tatui Florin Miron Aakash Ralhan Radu Tudor Ionescu Radu Timofte 26 0 0 01 Apr 2025
Evaluating Text-to-Image Synthesis with a Conditional Fréchet Distance Jaywon Koo J. Hernandez Moayed Haji-Ali Ziyan Yang Vicente Ordonez EGVM 67 0 0 27 Mar 2025
Vision as LoRA Han Wang Yongjie Ye Bingru Li Yuxiang Nie Jinghui Lu Jingqun Tang Yanjie Wang Can Huang 86 0 0 26 Mar 2025
Scaling Vision Pre-Training to 4K Resolution Baifeng Shi Boyi Li Han Cai Y. Lu Sifei Liu ... Jan Kautz Song Han Trevor Darrell Pavlo Molchanov Hongxu Yin CLIP 53 0 0 25 Mar 2025
Vanishing Depth: A Depth Adapter with Positional Depth Encoding for Generalized Image Encoders Paul Koch Jörg Krüger Ankit Chowdhury O. Heimann MDE 51 0 0 25 Mar 2025
Seeing What Matters: Empowering CLIP with Patch Generation-to-Selection Gensheng Pei Tao Chen Yujia Wang Xinhao Cai Xiangbo Shu Tianfei Zhou Yazhou Yao VLM 48 1 0 21 Mar 2025
Enhancing Zero-Shot Image Recognition in Vision-Language Models through Human-like Concept Guidance Hui Liu Wenya Wang Kecheng Chen Jie Liu Yibing Liu Tiexin Qin Peisong He Xinghao Jiang Haoliang Li BDL VLM 78 0 0 20 Mar 2025
REVAL: A Comprehension Evaluation on Reliability and Values of Large Vision-Language Models Jie M. Zhang Zheng Yuan Z. Wang Bei Yan Sibo Wang Xiangkui Cao Zonghui Guo Shiguang Shan Xilin Chen ELM 36 0 0 20 Mar 2025
Visual Position Prompt for MLLM based Visual Grounding Wei Tang Yanpeng Sun Qinying Gu Zechao Li VLM 45 0 0 19 Mar 2025
Exploring Disparity-Accuracy Trade-offs in Face Recognition Systems: The Role of Datasets, Architectures, and Loss Functions S. Jaiswal Sagnik Basu Sandipan Sikdar Animesh Mukherjee 33 0 0 18 Mar 2025
CalliReader: Contextualizing Chinese Calligraphy via an Embedding-Aligned Vision-Language Model Yuxuan Luo Jiaqi Tang Chenyi Huang Feiyang Hao Zhouhui Lian VLM 56 0 0 13 Mar 2025
Measure Twice, Cut Once: Grasping Video Structures and Event Semantics with LLMs for Video Temporal Localization Zongshang Pang Mayu Otani Yuta Nakashima 51 0 0 12 Mar 2025
Multi-Modal Foundation Models for Computational Pathology: A Survey Dong Li Guihong Wan Xintao Wu Xinyu Wu Xiaohui Chen Yi He Christine G. Lian Peter K. Sorger Yevgeniy R. Semenov Chen Zhao MedIm 44 0 0 12 Mar 2025
Scale-Aware Pre-Training for Human-Centric Visual Perception: Enabling Lightweight and Generalizable Models Xuanhan Wang Huimin Deng Lianli Gao Jingkuan Song VLM 47 0 0 11 Mar 2025
Similarity-Guided Layer-Adaptive Vision Transformer for UAV Tracking Chaocan Xue Bineng Zhong Qihua Liang Yaozong Zheng Ning Li Yuanliang Xue Shuxiang Song 36 0 0 09 Mar 2025
StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition Xin Ding Hao Wu Y. Yang Shiqi Jiang Donglin Bai Zhibo Chen Ting Cao 50 0 0 08 Mar 2025
Beyond Cosine Decay: On the effectiveness of Infinite Learning Rate Schedule for Continual Pre-training Paul Janson Vaibhav Singh Paria Mehrbod Adam Ibrahim Irina Rish Eugene Belilovsky Benjamin Thérien CLL 73 0 0 04 Mar 2025
Generalizable Prompt Learning of CLIP: A Brief Overview Fangming Cui Yonggang Zhang Xuan Wang Xule Wang Liang Xiao VPVLM VLM 73 0 0 03 Mar 2025
MedUnifier: Unifying Vision-and-Language Pre-training on Medical Data with Vision Generation Task using Discrete Visual Representations Ziyang Zhang Yang Yu Yucheng Chen Xulei Yang S. Yeo MedIm 45 1 0 02 Mar 2025
Re-Imagining Multimodal Instruction Tuning: A Representation View Yiyang Liu James Liang Ruixiang Tang Yugyung Lee Majid Rabbani ... Raghuveer M. Rao Lifu Huang Dongfang Liu Qifan Wang Cheng Han 48 0 0 02 Mar 2025
Streaming Video Question-Answering with In-context Video KV-Cache Retrieval Shangzhe Di Zhelun Yu Guanghao Zhang Haoyuan Li Tao Zhong Hao Cheng Bolin Li Wanggui He Fangxun Shu Hao Jiang 63 4 0 01 Mar 2025
Towards High-performance Spiking Transformers from ANN to SNN Conversion Zihan Huang Xinyu Shi Zecheng Hao Tong Bu Jianhao Ding Zhaofei Yu Tiejun Huang 28 7 0 28 Feb 2025
Stealthy Backdoor Attack in Self-Supervised Learning Vision Encoders for Large Vision Language Models Zhaoyi Liu Huan Zhang AAML 72 0 0 25 Feb 2025
UniGS: Unified Language-Image-3D Pretraining with Gaussian Splatting Haoyuan Li Yanpeng Zhou Tao Tang Jifei Song Yihan Zeng Michael C. Kampffmeyer Hang Xu Xiaodan Liang 3DGS 57 1 0 25 Feb 2025
Pretrained Image-Text Models are Secretly Video Captioners Chunhui Zhang Yiren Jian Z. Ouyang Soroush Vosoughi VLM 63 3 0 20 Feb 2025
VAQUUM: Are Vague Quantifiers Grounded in Visual Data? Hugh Mee Wong Rick Nouwen Albert Gatt 46 0 0 17 Feb 2025
Demystifying Hateful Content: Leveraging Large Multimodal Models for Hateful Meme Detection with Explainable Decisions Ming Shan Hee Roy Ka-Wei Lee VLM 75 0 0 16 Feb 2025
I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models Zhenxing Mi Kuan-Chieh Jackson Wang Guocheng Qian Hanrong Ye Runtao Liu Sergey Tulyakov Kfir Aberman Dan Xu LRM 42 0 0 12 Feb 2025
HCMRM: A High-Consistency Multimodal Relevance Model for Search Ads Guobing Gan Kaiming Gao Li Wang Shen Jiang Peng Jiang 59 0 0 09 Feb 2025
UNIP: Rethinking Pre-trained Attention Patterns for Infrared Semantic Segmentation Tao Zhang Jinyong Wen Zhen Chen Kun Ding S. Xiang Chunhong Pan 70 1 0 04 Feb 2025
Towards Robust Multimodal Large Language Models Against Jailbreak Attacks Ziyi Yin Yuanpu Cao Han Liu Ting Wang Jinghui Chen Fenhlong Ma AAML 47 0 0 02 Feb 2025
Vision-Language Model Selection and Reuse for Downstream Adaptation Hao-Zhe Tan Zhi-Hua Zhou Lan-Zhe Guo Yu-Feng Li VLM 88 0 0 30 Jan 2025
Rethinking Encoder-Decoder Flow Through Shared Structures Frederik Laboyrie M. K. Yucel Albert Saà-Garriga AI4CE 40 0 0 24 Jan 2025
Patent Figure Classification using Large Vision-language Models Sushil Awale Eric Müller-Budack Ralph Ewerth 31 0 0 22 Jan 2025