Emerging Properties in Self-Supervised Vision Transformers

29 April 2021

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

50 / 1,124 papers shown

Title
Few-shot Novel Category Discovery Chunming Li Shidong Wang Haofeng Zhang 31 0 0 13 May 2025
Vision Foundation Model Embedding-Based Semantic Anomaly Detection M. Ronecker Matthew Foutter Amine Elhafsi Daniele Gammelli Ihor Barakaiev Marco Pavone Daniel Watzenig 29 0 0 12 May 2025
$Simple Semi-supervised Knowledge Distillation from Vision-Language Models via $\mathbf{\texttt{D}}$ual-$\mathbf{\texttt{H}}$ead $\mathbf{\texttt{O}}$ptimization$ Simple Semi-supervised Knowledge Distillation from Vision-Language Models via $\mathbf{\texttt{D}}$ ual- $\mathbf{\texttt{H}}$ ead $\mathbf{\texttt{O}}$ ptimization Seongjae Kang Dong Bok Lee Hyungjoon Jang Sung Ju Hwang VLM 57 0 0 12 May 2025
ShotAdapter: Text-to-Multi-Shot Video Generation with Diffusion Models Ozgur Kara Krishna Kumar Singh Feng Liu Duygu Ceylan James M. Rehg Tobias Hinz DiffM VGen 31 0 0 12 May 2025
Joint Low-level and High-level Textual Representation Learning with Multiple Masking Strategies Zhengmi Tang Yuto Mitsui Tomo Miyazaki S. Omachi 34 0 0 11 May 2025
Image Classification Using a Diffusion Model as a Pre-Training Model Kosuke Ukita Ye Xiaolong Tsuyoshi Okita DiffM MedIm VLM 32 0 0 11 May 2025
SimMIL: A Universal Weakly Supervised Pre-Training Framework for Multi-Instance Learning in Whole Slide Pathology Images Yicheng Song Tiancheng Lin Die Peng Su Yang Yi Xu MedIm 31 0 0 10 May 2025
CGTrack: Cascade Gating Network with Hierarchical Feature Aggregation for UAV Tracking Weihong Li Xiaoqiong Liu Heng Fan L. Zhang 26 0 0 09 May 2025
Towards a Unified Representation Evaluation Framework Beyond Downstream Tasks Christos Plachouras Julien Guinot George Fazekas Elio Quinton Emmanouil Benetos Johan Pauwels 116 1 0 09 May 2025
Register and CLS tokens yield a decoupling of local and global features in large ViTs Alexander Lappe M. Giese 24 0 0 09 May 2025
FLAM: Frame-Wise Language-Audio Modeling Yusong Wu Christos Tsirigotis Ke Chen Cheng-Zhi Anna Huang Aaron C. Courville Oriol Nieto Prem Seetharaman Justin Salamon 50 0 0 08 May 2025
Balancing Accuracy, Calibration, and Efficiency in Active Learning with Vision Transformers Under Label Noise Moseli Motsóehli Hope Mogale Kyungim Baek 38 0 0 07 May 2025
Learning from Similarity Proportion Loss for Classifying Skeletal Muscle Recovery Stages Yu Yamaoka Weng Ian Chan Shigeto Seno Soichiro Fukada Hideo Matsuda 27 0 0 07 May 2025
DeCLIP: Decoupled Learning for Open-Vocabulary Dense Perception Junjie Wang Bin Chen Yulin Li Bin Kang Y. Chen Zhuotao Tian VLM 38 0 0 07 May 2025
seq-JEPA: Autoregressive Predictive Learning of Invariant-Equivariant World Models Hafez Ghaemi Eilif Muller Shahab Bakhtiari 49 0 0 06 May 2025
Show or Tell? A Benchmark To Evaluate Visual and Textual Prompts in Semantic Segmentation Gabriele Rosi Fabio Cermelli VLM 42 0 0 06 May 2025
GIF: Generative Inspiration for Face Recognition at Scale Saeed Ebrahimi Sahar Rahimi Ali Dabouei Srinjoy Das Jeremy M. Dawson Nasser M. Nasrabadi CVBM 141 0 0 05 May 2025
MUSAR: Exploring Multi-Subject Customization from Single-Subject Dataset via Attention Routing Zinan Guo Pengze Zhang Yanze Wu Chong Mou Songtao Zhao Qian He 30 0 0 05 May 2025
No Other Representation Component Is Needed: Diffusion Transformers Can Provide Representation Guidance by Themselves D. Jiang Mengmeng Wang Liuzhuozheng Li Lei Zhang Haoyu Wang Wei Wei Guang Dai Yanning Zhang Jingdong Wang DiffM 51 0 0 05 May 2025
Lifelong Whole Slide Image Analysis: Online Vision-Language Adaptation and Past-to-Present Gradient Distillation Doanh C. Bui H. Pham V. Le T. Vu Van Duy Tran Khang Phuoc-Quy Nguyen Y. Nakashima CLL MedIm 26 0 0 04 May 2025
DualReal: Adaptive Joint Training for Lossless Identity-Motion Fusion in Video Customization Wenchuan Wang Mengqi Huang Yijing Tu Zhendong Mao VGen 69 0 0 04 May 2025
Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Can Küçüksözen Yücel Yemez OCL 49 0 0 04 May 2025
CostFilter-AD: Enhancing Anomaly Detection through Matching Cost Filtering Zhe Zhang Mingxiu Cai H. Wang Gaochang Wu Tianyou Chai Xiatian Zhu 29 0 0 02 May 2025
CAV-MAE Sync: Improving Contrastive Audio-Visual Mask Autoencoders via Fine-Grained Alignment Edson Araujo Andrew Rouditchenko Yuan Gong Saurabhchand Bhati Samuel Thomas Brian Kingsbury Leonid Karlinsky Rogerio Feris James Glass 32 0 0 02 May 2025
Self-Supervision Enhances Instance-based Multiple Instance Learning Methods in Digital Pathology: A Benchmark Study Ali Mammadov Loic Le Folgoc Julien Adam Anne Buronfosse Gilles Hayem Guillaume Hocquet Pietro Gori SSL 45 0 0 02 May 2025
VIDSTAMP: A Temporally-Aware Watermark for Ownership and Integrity in Video Diffusion Models Mohammadreza Teymoorianfard Shiqing Ma Amir Houmansadr WIGM 58 0 0 02 May 2025
InstructAttribute: Fine-grained Object Attributes editing with Instruction Xingxi Yin Jingfeng Zhang Zhi Li Y. Li Y. Zhang DiffM 156 0 0 01 May 2025
OpenAVS: Training-Free Open-Vocabulary Audio Visual Segmentation with Foundational Models Shengkai Chen Yifang Yin Jinming Cao Shili Xiang Zhenguang Liu Roger Zimmermann VOS VLM 48 0 0 30 Apr 2025
Online Federation For Mixtures of Proprietary Agents with Black-Box Encoders Xuwei Yang Fatemeh Tavakoli D. B. Emerson Anastasis Kratsios FedML 62 0 0 30 Apr 2025
Recursive KL Divergence Optimization: A Dynamic Framework for Representation Learning Anthony D Martin 46 0 0 30 Apr 2025
Adept: Annotation-Denoising Auxiliary Tasks with Discrete Cosine Transform Map and Keypoint for Human-Centric Pretraining Weizhen He Yunfeng Yan Shixiang Tang Yiheng Deng Yangyang Zhong Pengxin Luo Donglian Qi VLM 94 1 0 29 Apr 2025
SVD Based Least Squares for X-Ray Pneumonia Classification Using Deep Features Mete Erdogan Sebnem Demirtas 44 0 0 29 Apr 2025
PRISM: Projection-based Reward Integration for Scene-Aware Real-to-Sim-to-Real Transfer with Few Demonstrations Haowen Sun H. Wang Chengzhong Ma Shaolong Zhang Jiawei Ye Xingyu Chen Xuguang Lan OffRL 53 1 0 29 Apr 2025
In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer Zechuan Zhang Ji Xie Yu Lu Zongxin Yang Y. Yang DiffM 97 1 0 29 Apr 2025
Do You Know the Way? Human-in-the-Loop Understanding for Fast Traversability Estimation in Mobile Robotics Andre Schreiber Katherine Rose Driggs-Campbell 141 0 0 28 Apr 2025
Enhancing breast cancer detection on screening mammogram using self-supervised learning and a hybrid deep model of Swin Transformer and Convolutional Neural Network Han Chen Anne L. Martel 43 0 0 28 Apr 2025
LIRM: Large Inverse Rendering Model for Progressive Reconstruction of Shape, Materials and View-dependent Radiance Fields Zhengqin Li Dilin Wang Ka Chen Zhaoyang Lv Thu Nguyen-Phuoc ... Yufeng Zhu Carl S. Marshall Yufeng Ren Richard A. Newcombe Zhao Dong 3DV 83 0 0 28 Apr 2025
Taming the Randomness: Towards Label-Preserving Cropping in Contrastive Learning Mohamed Hassan Mohammad Wasil Sebastian Houben 44 0 0 28 Apr 2025
CompleteMe: Reference-based Human Image Completion Yu-Ju Tsai Brian L. Price Qing Liu Luis Figueroa D. Pakhomov Zhihong Ding Scott D. Cohen Ming Yang 3DH 50 0 0 28 Apr 2025
Prisma: An Open Source Toolkit for Mechanistic Interpretability in Vision and Video Sonia Joseph Praneet Suresh Lorenz Hufe Edward Stevinson Robert Graham Yash Vadi Danilo Bzdok Sebastian Lapuschkin Lee Sharkey Blake A. Richards 72 0 0 28 Apr 2025
CARL: Camera-Agnostic Representation Learning for Spectral Image Analysis Alexander Baumann Leonardo Ayala S. Jan Sellner Alexander Studier-Fischer Berkin Özdemir Lena Maier-Hein Slobodan Ilic 51 0 0 27 Apr 2025
Platonic Grounding for Efficient Multimodal Language Models Moulik Choraria Xinbo Wu Akhil Bhimaraju Nitesh Sekhar Yue Wu Xu Zhang Prateek Singhal L. Varshney 54 0 0 27 Apr 2025
OpenFusion++: An Open-vocabulary Real-time Scene Understanding System Xiaofeng Jin Matteo Frosi Matteo Matteucci 136 0 0 27 Apr 2025
MERA: Multimodal and Multiscale Self-Explanatory Model with Considerably Reduced Annotation for Lung Nodule Diagnosis Jiahao Lu Chong Yin Silvia Ingala Kenny Erleben M. Nielsen S. Darkner 51 0 0 27 Apr 2025
Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation Shahad Albastaki Anabia Sohail I. I. Ganapathi B. Alawode Asim Khan Sajid Javed N. Werghi Mohammed Bennamoun Arif Mahmood 66 0 0 26 Apr 2025
Examining the Impact of Optical Aberrations to Image Classification and Object Detection Models Patrick Müller Alexander Braun M. Keuper 52 0 0 25 Apr 2025
Boosting Generative Image Modeling via Joint Image-Feature Synthesis Theodoros Kouzelis Efstathios Karypidis Ioannis Kakogeorgiou Spyros Gidaris N. Komodakis DiffM 31 0 0 22 Apr 2025
ForesightNav: Learning Scene Imagination for Efficient Exploration Hardik Shah Jiaxu Xing Nico Messikommer Boyang Sun Marc Pollefeys Davide Scaramuzza 82 0 0 22 Apr 2025
CLOC: Contrastive Learning for Ordinal Classification with Multi-Margin N-pair Loss D. Pitawela Gustavo Carneiro Hsiang-Ting Chen 50 0 0 22 Apr 2025
Search is All You Need for Few-shot Anomaly Detection Qishan Wang Jia Guo Shuyong Gao H. Wang Li Xiong J. Hu Hanqi Guo Wenqiang Zhang 53 0 0 16 Apr 2025