Emerging Properties in Self-Supervised Vision Transformers

29 April 2021

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

50 / 1,310 papers shown

Title
The Bad Batches: Enhancing Self-Supervised Learning in Image Classification Through Representative Batch Curation Ozgu Goksu Nicolas Pugeault SSL 37 0 0 28 Mar 2024
Grad-CAMO: Learning Interpretable Single-Cell Morphological Profiles from 3D Cell Painting Images Vivek Gopalakrishnan Jingzhe Ma Zhiyong Xie 18 0 0 26 Mar 2024
Decoding the visual attention of pathologists to reveal their level of expertise Souradeep Chakraborty Dana Perez Paul Friedman Natallia Sheuka Constantin Friedman Oksana Yaskiv Rajarsi R. Gupta G. Zelinsky Joel H. Saltz Dimitris Samaras MedIm 39 0 0 25 Mar 2024
VP3D: Unleashing 2D Visual Prompt for Text-to-3D Generation Yang Chen Yingwei Pan Haibo Yang Ting Yao Tao Mei DiffM 42 18 0 25 Mar 2024
Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art Neeloy Chakraborty Melkior Ornik Katherine Driggs-Campbell LRM 57 9 0 25 Mar 2024
Hierarchical Text-to-Vision Self Supervised Alignment for Improved Histopathology Representation Learning Hasindri Watawana Kanchana Ranasinghe Tariq Mahmood Muzammal Naseer Salman Khan Fahad Shahbaz Khan SSL 43 4 0 21 Mar 2024
Unsupervised Audio-Visual Segmentation with Modality Alignment Swapnil Bhosale Haosen Yang Diptesh Kanojia Jiangkang Deng Xiatian Zhu VOS 43 5 0 21 Mar 2024
VXP: Voxel-Cross-Pixel Large-scale Image-LiDAR Place Recognition Yun-Jin Li M. Gladkova Yan Xia Rui Wang Daniel Cremers 37 5 0 21 Mar 2024
NTK-Guided Few-Shot Class Incremental Learning Jingren Liu Zhong Ji Yanwei Pang YunLong Yu CLL 39 3 0 19 Mar 2024
ADAPT to Robustify Prompt Tuning Vision Transformers Masih Eskandar Tooba Imtiaz Zifeng Wang Jennifer Dy VPVLM VLM AAML 38 0 0 19 Mar 2024
DreamMotion: Space-Time Self-Similar Score Distillation for Zero-Shot Video Editing Hyeonho Jeong Jinho Chang Geon Yeong Park Jong Chul Ye DiffM VGen 29 13 0 18 Mar 2024
Siamese Learning with Joint Alignment and Regression for Weakly-Supervised Video Paragraph Grounding Chaolei Tan Jian-Huang Lai Wei-Shi Zheng Jianfang Hu AI4TS 44 5 0 18 Mar 2024
Align and Distill: Unifying and Improving Domain Adaptive Object Detection Justin Kay T. Haucke Suzanne Stathatos Siqi Deng Erik Young Pietro Perona Sara Beery Grant Van Horn 59 4 0 18 Mar 2024
GET: Unlocking the Multi-modal Potential of CLIP for Generalized Category Discovery Enguang Wang Zhimao Peng Zhengyuan Xie Fei Yang Xialei Liu Ming-Ming Cheng 62 3 0 15 Mar 2024
GaussianGrasper: 3D Language Gaussian Splatting for Open-vocabulary Robotic Grasping Yuhang Zheng Xiangyu Chen Yupeng Zheng Songen Gu Runyi Yang ... Chao Yang Dawei Wang Zhen Chen Xiaoxiao Long Meiqing Wang 58 44 0 14 Mar 2024
Eta Inversion: Designing an Optimal Eta Function for Diffusion-based Real Image Editing Wonjun Kang Kevin Galim Hyung Il Koo DiffM 34 5 0 14 Mar 2024
Annotation Free Semantic Segmentation with Vision Foundation Models Soroush Seifi Daniel Olmeda Reino Fabien Despinoy Rahaf Aljundi VLM 34 1 0 14 Mar 2024
Stable-Makeup: When Real-World Makeup Transfer Meets Diffusion Model Yuxuan Zhang Lifu Wei Qing Zhang Yiren Song DiffM 42 12 0 12 Mar 2024
LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations Mohammad Alkhalefi Georgios Leontidis Mingjun Zhong 63 2 0 11 Mar 2024
Poly-View Contrastive Learning Amitis Shidani Devon Hjelm Jason Ramapuram Russ Webb Eeshan Gunesh Dhekane Dan Busbridge VLM SSL 34 4 0 08 Mar 2024
Part-aware Personalized Segment Anything Model for Patient-Specific Segmentation Chenhui Zhao Liyue Shen VLM 35 3 0 08 Mar 2024
Self-Supervised Multiple Instance Learning for Acute Myeloid Leukemia Classification Salome Kazeminia Max Joosten D. Bosnacki Carsten Marr 22 2 0 08 Mar 2024
Fine-tuning a Multiple Instance Learning Feature Extractor with Masked Context Modelling and Knowledge Distillation Juan Pisula Katarzyna Bozek 40 2 0 08 Mar 2024
Spatiotemporal Predictive Pre-training for Robotic Motor Control Jiange Yang Bei Liu Jianlong Fu Bocheng Pan Gangshan Wu Limin Wang 42 10 0 08 Mar 2024
Denoising Autoregressive Representation Learning Yazhe Li J. Bornschein Ting Chen DiffM 40 3 0 08 Mar 2024
MaskLRF: Self-supervised Pretraining via Masked Autoencoding of Local Reference Frames for Rotation-invariant 3D Point Set Analysis Takahiko Furuya 3DPC 43 2 0 01 Mar 2024
The 6th Affective Behavior Analysis in-the-wild (ABAW) Competition D. Kollias Panagiotis Tzirakis Alan S. Cowen S. Zafeiriou I. Kotsia Alice Baird Chris Gagne Chunchang Shao Guanyu Hu 38 71 0 29 Feb 2024
Self-Supervised Learning with Generative Adversarial Networks for Electron Microscopy Bashir Kazimi Karina Ruzaeva Stefan Sandfeld 39 5 0 28 Feb 2024
Downstream Task Guided Masking Learning in Masked Autoencoders Using Multi-Level Optimization Han Guo Ramtin Hosseini Ruiyi Zhang Sai Ashish Somayajula Ranak Roy Chowdhury Rajesh K. Gupta Pengtao Xie 36 0 0 28 Feb 2024
Generative Models are Self-Watermarked: Declaring Model Authentication through Re-Generation Aditya Desu Xuanli He Qiongkai Xu Wei Lu WIGM 26 1 0 23 Feb 2024
Attention-aware Semantic Communications for Collaborative Inference Jiwoong Im Nayoung Kwon Taewoo Park Jiheon Woo Jaeho Lee Yongjune Kim 46 2 0 23 Feb 2024
CyberDemo: Augmenting Simulated Human Demonstration for Real-World Dexterous Manipulation Jun Wang Yuzhe Qin Kaiming Kuang Yigit Korkmaz Akhilan Gurumoorthy Hao Su Xiaolong Wang 43 20 0 22 Feb 2024
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot Fabien Baradel M. Armando Salma Galaaoui Romain Brégier Philippe Weinzaepfel Grégory Rogez Thomas Lucas 3DH 39 18 0 22 Feb 2024
Self-supervised Visualisation of Medical Image Datasets I. V. Nwabufo Jan Niklas Böhm Philipp Berens D. Kobak 42 0 0 22 Feb 2024
Visual Reasoning in Object-Centric Deep Neural Networks: A Comparative Cognition Approach Guillermo Puebla Jeffrey S. Bowers OCL 43 0 0 20 Feb 2024
How NeRFs and 3D Gaussian Splatting are Reshaping SLAM: a Survey Fabio Tosi Youming Zhang Ziren Gong Erik Sandström S. Mattoccia Martin R. Oswald Matteo Poggi 3DGS 69 55 0 20 Feb 2024
ComFusion: Personalized Subject Generation in Multiple Specific Scenes From Single Image Yan Hong Jianfu Zhang DiffM 30 3 0 19 Feb 2024
A self-supervised framework for learning whole slide representations X. Hou Cheng Jiang A. Kondepudi Yiwei Lyu Asadur Chowdury Honglak Lee Todd C. Hollon MedIm 33 5 0 09 Feb 2024
Parameter-Efficient Fine-Tuning for Pre-Trained Vision Models: A Survey Yi Xin Jianjiang Yang Haodi Zhou Junlong Du Junlong Du Yue Fan Qing Li Qing Li Yuntao Du VLM 75 75 0 03 Feb 2024
Hypergraph-Transformer (HGT) for Interactive Event Prediction in Laparoscopic and Robotic Surgery Lianhao Yin Yutong Ban J. Eckhoff O. Meireles Daniela Rus Guy Rosman 41 1 0 03 Feb 2024
Neural Slot Interpreters: Grounding Object Semantics in Emergent Slot Representations Bhishma Dedhia N. Jha OCL 54 1 0 02 Feb 2024
What Do Self-Supervised Speech and Speaker Models Learn? New Findings From a Cross Model Layer-Wise Analysis Takanori Ashihara Marc Delcroix Takafumi Moriya Kohei Matsuura Taichi Asami Yusuke Ijima SSL 24 7 0 31 Jan 2024
MLEM: Generative and Contrastive Learning as Distinct Modalities for Event Sequences Viktor Moskvoretskii Dmitry Osin Egor Shvetsov Igor Udovichenko Maxim Zhelnin Andrey Dukhovny Anna Zhimerikina E. Burnaev AI4TS 34 2 0 29 Jan 2024
Rethinking Patch Dependence for Masked Autoencoders Letian Fu Long Lian Renhao Wang Baifeng Shi Xudong Wang Adam Yala Trevor Darrell Alexei A. Efros Ken Goldberg 34 14 0 25 Jan 2024
Memory Consistency Guided Divide-and-Conquer Learning for Generalized Category Discovery Yuanpeng Tu Zhun Zhong Yuxi Li Hengshuang Zhao 38 0 0 24 Jan 2024
Self-supervised Learning of LiDAR 3D Point Clouds via 2D-3D Neural Calibration Yifan Zhang Siyu Ren Junhui Hou Jinjian Wu Guangming Shi Guangming Shi SSL 3DPC 90 3 0 23 Jan 2024
Template-Free Single-View 3D Human Digitalization with Diffusion-Guided LRM Zhenzhen Weng Jingyuan Liu Hao Tan Zhan Xu Yang Zhou Serena Yeung-Levy Jimei Yang 3DH 43 8 0 22 Jan 2024
LDReg: Local Dimensionality Regularized Self-Supervised Learning Hanxun Huang R. Campello S. Erfani Xingjun Ma Michael E. Houle James Bailey 38 5 0 19 Jan 2024
Image Translation as Diffusion Visual Programmers Cheng Han James Liang Qifan Wang Majid Rabbani S. Dianat Raghuveer M. Rao Ying Nian Wu Dongfang Liu 29 8 0 18 Jan 2024
Continuous Piecewise-Affine Based Motion Model for Image Animation Hexiang Wang Fengqi Liu Qianyu Zhou Ran Yi Xin Tan Lizhuang Ma VGen 29 9 0 17 Jan 2024