Emerging Properties in Self-Supervised Vision Transformers

29 April 2021

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

50 / 1,271 papers shown

Title
OmniGlue: Generalizable Feature Matching with Foundation Model Guidance Hanwen Jiang Arjun Karpur Bingyi Cao Qixing Huang André Araujo VLM 36 29 0 21 May 2024
Personalized Residuals for Concept-Driven Text-to-Image Generation Cusuh Ham Matthew Fisher James Hays Nicholas I. Kolkin Yuchen Liu Richard Y. Zhang Tobias Hinz DiffM 50 7 0 21 May 2024
Motion Avatar: Generate Human and Animal Avatars with Arbitrary Motion Zeyu Zhang Yiran Wang Biao Wu Shuo Chen Zhiyuan Zhang Shiya Huang Wenbo Zhang Meng Fang Ling-Hao Chen Yang Zhao VGen 46 6 0 18 May 2024
AnoVox: A Benchmark for Multimodal Anomaly Detection in Autonomous Driving Daniel Bogdoll Iramm Hamdard Lukas Namgyu Rößler Felix Geisler Muhammed Bayram ... Miguel de Campos Anushervon Tabarov Yitian Yang Hanno Gottschalk J. Marius Zöllner 42 5 0 13 May 2024
Training-free Subject-Enhanced Attention Guidance for Compositional Text-to-image Generation Shengyuan Liu Bo Wang Ye Ma Te Yang Xipeng Cao Quan Chen Han Li Di Dong Peng Jiang EGVM 44 2 0 11 May 2024
OpenESS: Event-based Semantic Scene Understanding with Open Vocabularies Lingdong Kong You-Chen Liu Lai Xing Ng Benoit R. Cottereau Wei Tsang Ooi VLM 37 14 0 08 May 2024
$${M^2D}$NeRF: Multi-Modal Decomposition NeRF with 3D Feature Fields$ ${M^2D}$ NeRF: Multi-Modal Decomposition NeRF with 3D Feature Fields N. Wang Lefei Zhang Angel X Chang 55 0 0 08 May 2024
BenthicNet: A global compilation of seafloor images for deep learning applications Scott C. Lowe B. Misiuk Isaac Xu Shakhboz Abdulazizov A. R. Baroi ... Jordan A. Thomson Brittany R. Wilson Melisa C. Wong Craig J. Brown Thomas Trappenberg 49 3 0 08 May 2024
A Review on Discriminative Self-supervised Learning Methods in Computer Vision Nikolaos Giakoumoglou Tania Stathaki Athanasios Gkelias SSL 64 1 0 08 May 2024
S3Former: Self-supervised High-resolution Transformer for Solar PV Profiling Minh-Triet Tran Adrian de Luis Haitao Liao Ying Huang Roy McCann Alan Mantooth Jack Cothren Ngan Le 90 0 0 07 May 2024
Telextiles: End-to-end Remote Transmission of Fabric Tactile Sensation Takekazu Kitagishi Yuichi Hiroi Yuna Watanabe Yuta Itoh Jun Rekimoto 24 5 0 06 May 2024
Boosting 3D Neuron Segmentation with 2D Vision Transformer Pre-trained on Natural Images Yik San Cheng Runkai Zhao Heng Wang Hanchuan Peng Weidong Cai ViT 21 1 0 04 May 2024
CromSS: Cross-modal pre-training with noisy labels for remote sensing image segmentation Chenying Liu C. Albrecht Yi Wang Xiao Xiang Zhu 65 2 0 02 May 2024
X-Diffusion: Generating Detailed 3D MRI Volumes From a Single Image Using Cross-Sectional Diffusion Models Emmanuelle Bourigault Abdullah Hamdi Amir Jamaludin MedIm 56 2 0 30 Apr 2024
Hallucination of Multimodal Large Language Models: A Survey Zechen Bai Pichao Wang Tianjun Xiao Tong He Zongbo Han Zheng Zhang Mike Zheng Shou VLM LRM 95 139 0 29 Apr 2024
Paint by Inpaint: Learning to Add Image Objects by Removing Them First Navve Wasserman Noam Rotstein Roy Ganz Ron Kimmel DiffM 39 15 0 28 Apr 2024
Embracing Diversity: Interpretable Zero-shot classification beyond one vector per class Mazda Moayeri Michael G. Rabbat Mark Ibrahim Diane Bouchacourt VLM 52 1 0 25 Apr 2024
Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud Ayumu Saito Prachi Kudeshia Jiju Poovvancheri 3DPC 45 7 0 25 Apr 2024
Learning Discriminative Spatio-temporal Representations for Semi-supervised Action Recognition Yu Wang Sanpin Zhou Kun Xia Le Wang 42 0 0 25 Apr 2024
MiM: Mask in Mask Self-Supervised Pre-Training for 3D Medical Image Analysis Jiaxin Zhuang Linshan Wu Qiong Wang V. Vardhanabhuti Lin Luo Hao Chen Hao Chen 57 4 0 24 Apr 2024
Understanding Hyperbolic Metric Learning through Hard Negative Sampling Yun Yue Fangzhou Lin Guanyi Mou Ziming Zhang SSL 30 1 0 23 Apr 2024
OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks Sophia Sirko-Galouchenko Alexandre Boulch Spyros Gidaris Andrei Bursuc Antonín Vobecký Patrick Pérez Renaud Marlet 3DPC 38 7 0 22 Apr 2024
A Multimodal Automated Interpretability Agent Tamar Rott Shaham Sarah Schwettmann Franklin Wang Achyuta Rajaram Evan Hernandez Jacob Andreas Antonio Torralba 34 18 0 22 Apr 2024
MeshLRM: Large Reconstruction Model for High-Quality Meshes Xinyue Wei Kai Zhang Sai Bi Hao Tan Fujun Luan Valentin Deschaintre Kalyan Sunkavalli Hao Su Zexiang Xu AI4CE 110 73 0 18 Apr 2024
Contrastive Mean-Shift Learning for Generalized Category Discovery Sua Choi Dahyun Kang Minsu Cho 29 10 0 15 Apr 2024
AMU-Tuning: Effective Logit Bias for CLIP-based Few-shot Learning Yuwei Tang Zhenyi Lin Qilong Wang Pengfei Zhu Qinghua Hu 36 11 0 13 Apr 2024
Towards Sim-to-Real Industrial Parts Classification with Synthetic Dataset Xiaomeng Zhu Talha Bilal Pär Mårtensson Lars Hanson Mårten Björkman A. Maki 41 11 0 12 Apr 2024
OmniSat: Self-Supervised Modality Fusion for Earth Observation Guillaume Astruc Nicolas Gonthier Clement Mallet Loic Landrieu 38 25 0 12 Apr 2024
Scaling Multi-Camera 3D Object Detection through Weak-to-Strong Eliciting Hao Lu Jiaqi Tang Xinli Xu Xu Cao Yunpeng Zhang Guoqing Wang Dalong Du Hao Chen Ying-Cong Chen 35 3 0 10 Apr 2024
SmartControl: Enhancing ControlNet for Handling Rough Visual Conditions Xiaoyu Liu Yuxiang Wei Ming-Yu Liu Xianhui Lin Peiran Ren Xuansong Xie Wangmeng Zuo DiffM 47 5 0 09 Apr 2024
Self-Explainable Affordance Learning with Embodied Caption Zhipeng Zhang Zhimin Wei Guolei Sun Peng Wang Luc Van Gool 50 3 0 08 Apr 2024
Social-MAE: Social Masked Autoencoder for Multi-person Motion Representation Learning Mahsa Ehsanpour Ian Reid Hamid Rezatofighi ViT 37 0 0 08 Apr 2024
DinoBloom: A Foundation Model for Generalizable Cell Embeddings in Hematology Valentin Koch S. J. Wagner Salome Kazeminia Ece Sancar Matthias Hehr Julia A. Schnabel Tingying Peng Carsten Marr AI4CE MedIm 27 5 0 07 Apr 2024
CodecNeRF: Toward Fast Encoding and Decoding, Compact, and High-quality Novel-view Synthesis Gyeongjin Kang Younggeun Lee Seungjun Oh Eunbyung Park VGen 35 1 0 07 Apr 2024
RoNet: Rotation-oriented Continuous Image Translation Yi Li Xinxiong Xie Lina Lei Haiyan Fu Yanqing Guo 3DH 44 0 0 06 Apr 2024
Dissecting Query-Key Interaction in Vision Transformers Xu Pan Aaron Philip Ziqian Xie Odelia Schwartz 39 1 0 04 Apr 2024
JUICER: Data-Efficient Imitation Learning for Robotic Assembly Lars Ankile Anthony Simeonov Idan Shenfeld Pulkit Agrawal LM&Ro 42 15 0 04 Apr 2024
Multi Positive Contrastive Learning with Pose-Consistent Generated Images Sho Inayoshi Aji Resindra Widya Satoshi Ozaki Junji Otsuka Takeshi Ohashi 3DH 52 1 0 04 Apr 2024
Specularity Factorization for Low-Light Enhancement A. S. Baslamisli Noah Snavely. Intrinsic 47 4 0 02 Apr 2024
A Universal Knowledge Embedded Contrastive Learning Framework for Hyperspectral Image Classification Quanwei Liu Yanni Dong Tao Huang Lefei Zhang Bo Du VLM 39 1 0 02 Apr 2024
Training-Free Semantic Segmentation via LLM-Supervision Wenfang Sun Yingjun Du Gaowen Liu Ramana Rao Kompella Cees G. M. Snoek VLM 44 2 0 31 Mar 2024
FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models Barbara Toniella Corradini Mustafa Shukor Paul Couairon Guillaume Couairon Franco Scarselli Matthieu Cord DiffM VLM 45 4 0 29 Mar 2024
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
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
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