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Emerging Properties in Self-Supervised Vision Transformers

29 April 2021

Papers citing "Emerging Properties in Self-Supervised Vision Transformers"

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Title
SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization Wanhua Li Zibin Meng Jiawei Zhou D. Wei Chuang Gan Hanspeter Pfister LRM VLM 58 6 0 28 Oct 2024
BEVPose: Unveiling Scene Semantics through Pose-Guided Multi-Modal BEV Alignment M. Hosseinzadeh Ian Reid 65 1 0 28 Oct 2024
Multi-modal AI for comprehensive breast cancer prognostication Jan Witowski Ken Zeng Joseph Cappadona Jailan Elayoubi Elena Diana Chiru ... Adam Brufsky Francisco J. Esteva Lajos Pusztai Yann LeCun Krzysztof J. Geras 25 1 0 28 Oct 2024
Accelerating Augmentation Invariance Pretraining Jinhong Lin Cheng-En Wu Yibing Wei Pedro Morgado ViT 81 1 0 27 Oct 2024
Vector Quantization Prompting for Continual Learning L. Jiao Qiuxia Lai Yu LI Qiang Xu VLM CLL 62 5 0 27 Oct 2024
Exploring Self-Supervised Learning with U-Net Masked Autoencoders and EfficientNet B7 for Improved Classification Vamshi Krishna Kancharla Pavan Kumar Kaveti 69 3 0 25 Oct 2024
MILES: Making Imitation Learning Easy with Self-Supervision Georgios Papagiannis Edward Johns VLM SSL 114 5 0 25 Oct 2024
Frozen-DETR: Enhancing DETR with Image Understanding from Frozen Foundation Models Shenghao Fu Junkai Yan Q. Yang Xihan Wei Xiaohua Xie Wei-Shi Zheng VLM 111 3 0 25 Oct 2024
Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning Shentong Mo Shengbang Tong 98 1 0 25 Oct 2024
On Occlusions in Video Action Detection: Benchmark Datasets And Training Recipes Rajat Modi Vibhav Vineet Yogesh S Rawat 86 2 0 25 Oct 2024
Prompting Continual Person Search Pengcheng Zhang Xiaohan Yu Xiao Bai Jin Zheng Xin Ning CLL VLM 66 1 0 25 Oct 2024
Prototypical Hash Encoding for On-the-Fly Fine-Grained Category Discovery Haiyang Zheng Nan Pu Wenjing Li N. Sebe Zhun Zhong 75 2 0 24 Oct 2024
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 84 6 0 24 Oct 2024
Learning Global Object-Centric Representations via Disentangled Slot Attention Tonglin Chen Yinxuan Huang Zhimeng Shen Jinghao Huang Bin Li Xiangyang Xue OCL 64 1 0 24 Oct 2024
Schedule Your Edit: A Simple yet Effective Diffusion Noise Schedule for Image Editing Haonan Lin Mengmeng Wang Jiahao Wang Wenbin An Yan Chen Yong Liu Feng Tian Guang Dai Jingdong Wang Qianying Wang DiffM 87 12 0 24 Oct 2024
PETAH: Parameter Efficient Task Adaptation for Hybrid Transformers in a resource-limited Context Maximilian Augustin Syed Shakib Sarwar Mostafa Elhoushi Sai Qian Zhang Yuecheng Li B. D. Salvo 66 1 0 23 Oct 2024
SRA: A Novel Method to Improve Feature Embedding in Self-supervised Learning for Histopathological Images Hamid Manoochehri Bodong Zhang Beatrice Knudsen Tolga Tasdizen 97 0 0 23 Oct 2024
SigCLR: Sigmoid Contrastive Learning of Visual Representations Ömer Veysel Çağatan 59 0 0 22 Oct 2024
FairLoRA: Unpacking Bias Mitigation in Vision Models with Fairness-Driven Low-Rank Adaptation Rohan Sukumaran Aarash Feizi Adriana Romero-Sorian G. Farnadi 74 1 0 22 Oct 2024
Benchmarking Pathology Foundation Models: Adaptation Strategies and Scenarios Jeaung Lee Jeewoo Lim Keunho Byeon Jin Tae Kwak 79 5 0 21 Oct 2024
TIPS: Text-Image Pretraining with Spatial awareness Kevis-Kokitsi Maninis Kaifeng Chen Soham Ghosh Arjun Karpur Koert Chen ... Jan Dlabal Dan Gnanapragasam Mojtaba Seyedhosseini Howard Zhou Andre Araujo VLM 129 3 0 21 Oct 2024
Dynamic Contrastive Learning for Time Series Representation Abdul-Kazeem Shamba Kerstin Bach Gavin Taylor AI4TS 73 0 0 20 Oct 2024
Upsampling DINOv2 features for unsupervised vision tasks and weakly supervised materials segmentation Ronan Docherty Antonis Vamvakeros Samuel J. Cooper 69 2 0 20 Oct 2024
EVA: An Embodied World Model for Future Video Anticipation Xiaowei Chi Hengyuan Zhang Chun-Kai Fan Xingqun Qi Rongyu Zhang ... Chi-Min Chan Wei Xue Wenhan Luo Shanghang Zhang Yike Guo VGen 91 8 0 20 Oct 2024
YOLO-RD: Introducing Relevant and Compact Explicit Knowledge to YOLO by Retriever-Dictionary Hao-Tang Tsui Chien-Yao Wang H. Liao ObjD VLM 153 0 0 20 Oct 2024
CAGE: Causal Attention Enables Data-Efficient Generalizable Robotic Manipulation Shangning Xia Hongjie Fang Hao-Shu Fang Cewu Lu CML 86 5 0 19 Oct 2024
A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends Junjun Jiang Zengyuan Zuo Gang Wu Kui Jiang Xianming Liu 113 17 0 19 Oct 2024
BiGR: Harnessing Binary Latent Codes for Image Generation and Improved Visual Representation Capabilities Shaozhe Hao Xuantong Liu Xianbiao Qi Shihao Zhao Bojia Zi Rong Xiao Kai Han Kwan-Yee K. Wong 198 3 0 18 Oct 2024
How Do Training Methods Influence the Utilization of Vision Models? Paul Gavrikov Shashank Agnihotri Margret Keuper J. Keuper 94 2 0 18 Oct 2024
LUDVIG: Learning-free Uplifting of 2D Visual features to Gaussian Splatting scenes Juliette Marrie Romain Menegaux Michael Arbel Diane Larlus Julien Mairal 3DGS 112 3 0 18 Oct 2024
Interpretable end-to-end Neurosymbolic Reinforcement Learning agents Nils Grandien Quentin Delfosse Kristian Kersting OffRL 75 2 0 18 Oct 2024
HYPNOS : Highly Precise Foreground-focused Diffusion Finetuning for Inanimate Objects Oliverio Theophilus Nathanael Jonathan Samuel Lumentut Nicholas Hans Muliawan Edbert Valencio Angky Felix Indra Kurniadi Alfi Yusrotis Zakiyyah Jeklin Harefa DiffM 49 1 0 18 Oct 2024
Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis Honglin Li Yunlong Zhang Pingyi Chen Zhongyi Shui Chenglu Zhu Lin Yang MedIm 99 5 0 18 Oct 2024
AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios Ziming Huang Xurui Li Haotian Liu Feng Xue Yuzhe Wang Yu Zhou 130 0 0 18 Oct 2024
Swiss Army Knife: Synergizing Biases in Knowledge from Vision Foundation Models for Multi-Task Learning Yuxiang Lu Shengcao Cao Yu-Xiong Wang 124 1 0 18 Oct 2024
Assessing Open-world Forgetting in Generative Image Model Customization Héctor Laria Alex Gomez-Villa Imad Eddine Marouf Bogdan Raducanu Bogdan Raducanu VLM DiffM 114 0 0 18 Oct 2024
On Partial Prototype Collapse in the DINO Family of Self-Supervised Methods Hariprasath Govindarajan Per Sidén Jacob Roll Fredrik Lindsten 64 2 0 17 Oct 2024
Human Action Anticipation: A Survey Bolin Lai Sam Toyer Tushar Nagarajan Rohit Girdhar S. Zha James M. Rehg Kris Kitani Kristen Grauman Ruta Desai Miao Liu AI4TS 80 1 0 17 Oct 2024
PUMA: Empowering Unified MLLM with Multi-granular Visual Generation Rongyao Fang Chengqi Duan Kun Wang Hao Li H. Tian Xingyu Zeng Rui Zhao Jifeng Dai Hongsheng Li Xihui Liu MLLM 124 15 0 17 Oct 2024
DreamVideo-2: Zero-Shot Subject-Driven Video Customization with Precise Motion Control Yujie Wei Shiwei Zhang Hangjie Yuan Xiang Wang Haonan Qiu ... Fan Liu Zhizhong Huang Jiaxin Ye Yingya Zhang Hongming Shan DiffM VGen 113 18 0 17 Oct 2024
Analyzing Deep Transformer Models for Time Series Forecasting via Manifold Learning Ilya Kaufman Omri Azencot AI4TS 67 3 0 17 Oct 2024
LoLDU: Low-Rank Adaptation via Lower-Diag-Upper Decomposition for Parameter-Efficient Fine-Tuning Yiming Shi Jiwei Wei Yujia Wu Ran Ran Chengwei Sun Shiyuan He Yang Yang ALM 97 1 0 17 Oct 2024
Co-Segmentation without any Pixel-level Supervision with Application to Large-Scale Sketch Classification Nikolaos-Antonios Ypsilantis Ondrej Chum ViT 60 1 0 17 Oct 2024
Artificial Kuramoto Oscillatory Neurons Takeru Miyato Sindy Löwe Andreas Geiger Max Welling AI4CE 204 10 0 17 Oct 2024
Composing Novel Classes: A Concept-Driven Approach to Generalized Category Discovery Chuyu Zhang Peiyan Gu Xueyang Yu Xuming He 266 0 0 17 Oct 2024
Configurable Embodied Data Generation for Class-Agnostic RGB-D Video Segmentation Anthony Opipari Aravindhan K. Krishnan Shreekant Gayaka Min Sun Cheng-Hao Kuo Arnie Sen Odest Chadwicke Jenkins VOS 77 0 0 16 Oct 2024
Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective Yongxin Zhu Bing Li Hang Zhang Xin Li Linli Xu Lidong Bing DiffM 116 9 0 16 Oct 2024
Feature Augmentation for Self-supervised Contrastive Learning: A Closer Look Yong Zhang Rui Zhu Shifeng Zhang Xu Zhou Shifeng Chen Xiaofan Chen SSL 72 0 0 16 Oct 2024
TV-3DG: Mastering Text-to-3D Customized Generation with Visual Prompt Jiahui Yang Donglin Di Baorui Ma Xun Yang Yongjia Ma ... Wei Chen Jianxun Cui Zhou Xue Meng Wang Yebin Liu DiffM 69 2 0 16 Oct 2024
3D Gaussian Splatting in Robotics: A Survey Siting Zhu Guangming Wang Dezhi Kong Hesheng Wang 3DGS 112 14 0 16 Oct 2024