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Emerging Properties in Self-Supervised Vision Transformers

29 April 2021

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

50 / 4,176 papers shown

Title
Eta Inversion: Designing an Optimal Eta Function for Diffusion-based Real Image Editing Wonjun Kang Kevin Galim Hyung Il Koo DiffM 75 5 0 14 Mar 2024
Annotation Free Semantic Segmentation with Vision Foundation Models Soroush Seifi Daniel Olmeda Reino Fabien Despinoy Rahaf Aljundi VLM 108 1 0 14 Mar 2024
StainFuser: Controlling Diffusion for Faster Neural Style Transfer in Multi-Gigapixel Histology Images R. Jewsbury Ruoyu Wang A. Bhalerao Nasir M. Rajpoot Q. Vu 102 2 0 14 Mar 2024
PreSight: Enhancing Autonomous Vehicle Perception with City-Scale NeRF Priors Tianyuan Yuan Yucheng Mao Jiawei Yang Yicheng Liu Yue Wang Hang Zhao 106 11 0 14 Mar 2024
When Semantic Segmentation Meets Frequency Aliasing Linwei Chen Lin Gu Ying Fu 110 6 0 14 Mar 2024
NTIRE 2023 Image Shadow Removal Challenge Technical Report: Team IIM_TTI Yuki Kondo Riku Miyata Fuma Yasue Taito Naruki Norimichi Ukita 125 1 0 13 Mar 2024
MIM4D: Masked Modeling with Multi-View Video for Autonomous Driving Representation Learning Jialv Zou Bencheng Liao Qian Zhang Wenyu Liu Xinggang Wang 82 3 0 13 Mar 2024
Model Will Tell: Training Membership Inference for Diffusion Models Xiaomeng Fu Xi Wang Qiao Li Jin Liu Jiao Dai Jizhong Han 108 5 0 13 Mar 2024
Unleashing the Power of Meta-tuning for Few-shot Generalization Through Sparse Interpolated Experts Shengzhuang Chen Jihoon Tack Yunqiao Yang Yee Whye Teh Jonathan Richard Schwarz Ying Wei MoE 128 4 0 13 Mar 2024
ManiGaussian: Dynamic Gaussian Splatting for Multi-task Robotic Manipulation Guanxing Lu Shiyi Zhang Ziwei Wang Changliu Liu Jiwen Lu Yansong Tang 117 57 0 13 Mar 2024
LAFS: Landmark-based Facial Self-supervised Learning for Face Recognition Zhonglin Sun Chen Feng Ioannis Patras Georgios Tzimiropoulos CVBM SSL 68 6 0 13 Mar 2024
Equipping Computational Pathology Systems with Artifact Processing Pipelines: A Showcase for Computation and Performance Trade-offs Neel Kanwal Farbod Khoraminia Umay Kiraz Andrés Mosquera-Zamudio Carlos Monteagudo Emiel A. M. Janssen T. Zuiverloon Chunmig Rong K. Engan MoE 83 6 0 12 Mar 2024
Intra-video Positive Pairs in Self-Supervised Learning for Ultrasound Blake Vanberlo Alexander Wong Jesse Hoey R. Arntfield 71 2 0 12 Mar 2024
Fast and Simple Explainability for Point Cloud Networks Meir Yossef Levi Guy Gilboa 3DPC 60 3 0 12 Mar 2024
CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised Transformers Shahaf Arica Or Rubin Sapir Gershov S. Laufer 75 7 0 12 Mar 2024
AACP: Aesthetics assessment of children's paintings based on self-supervised learning Shiqi Jiang Ning Li Chen Shi Liping Guo Changbo Wang Chenhui Li 64 0 0 12 Mar 2024
Learning Generalizable Feature Fields for Mobile Manipulation Ri-Zhao Qiu Yafei Hu Ge Yang Yuchen Song Yang Fu ... Jiteng Mu Ruihan Yang Nikolay Atanasov Sebastian Scherer Xiaolong Wang 84 31 0 12 Mar 2024
Spatiotemporal Representation Learning for Short and Long Medical Image Time Series Chengzhi Shen Fernando Navarro Hrvoje Bogunović U. Schmidt-Erfurth H. Scholl S. Sivaprasad A. Lotery Daniel Rueckert Paul Hager Robbie Holland 70 2 0 12 Mar 2024
MoAI: Mixture of All Intelligence for Large Language and Vision Models Byung-Kwan Lee Beomchan Park Chae Won Kim Yonghyun Ro MLLM VLM 138 23 0 12 Mar 2024
Textual Knowledge Matters: Cross-Modality Co-Teaching for Generalized Visual Class Discovery Haiyang Zheng Nan Pu Wenjing Li N. Sebe Zhun Zhong 91 7 0 12 Mar 2024
Stable-Makeup: When Real-World Makeup Transfer Meets Diffusion Model Yuxuan Zhang Lifu Wei Qing Zhang Yiren Song DiffM 115 17 0 12 Mar 2024
Materials science in the era of large language models: a perspective Ge Lei Ronan Docherty Samuel J. Cooper 86 18 0 11 Mar 2024
FocusCLIP: Multimodal Subject-Level Guidance for Zero-Shot Transfer in Human-Centric Tasks Muhammad Gul Zain Ali Khan Muhammad Ferjad Naeem F. Tombari Luc Van Gool Didier Stricker Muhammad Zeshan Afzal VLM CLIP 103 2 0 11 Mar 2024
QUASAR: QUality and Aesthetics Scoring with Advanced Representations Sergey Kastryulin Denis Prokopenko Artem Babenko Dmitry V. Dylov 70 0 0 11 Mar 2024
FaceChain-SuDe: Building Derived Class to Inherit Category Attributes for One-shot Subject-Driven Generation Pengchong Qiao Lei Shang Chang-Shu Liu Baigui Sun Xiang Ji Jie Chen CVBM 61 3 0 11 Mar 2024
Towards Zero-Shot Interpretable Human Recognition: A 2D-3D Registration Framework Henrique Jesus Hugo Proença 56 0 0 11 Mar 2024
OMH: Structured Sparsity via Optimally Matched Hierarchy for Unsupervised Semantic Segmentation Baran Ozaydin Tong Zhang Deblina Bhattacharjee Sabine Süsstrunk Mathieu Salzmann 75 1 0 11 Mar 2024
LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations Mohammad Alkhalefi Georgios Leontidis Mingjun Zhong 224 3 0 11 Mar 2024
$V_kD:$ Improving Knowledge Distillation using Orthogonal Projections Roy Miles Ismail Elezi Jiankang Deng 118 10 0 10 Mar 2024
Can Generative Models Improve Self-Supervised Representation Learning? Sana Ayromlou Arash Afkanpour Vahid Reza Khazaie Fereshteh Forghani 94 3 0 09 Mar 2024
Poly-View Contrastive Learning Amitis Shidani Devon Hjelm Jason Ramapuram Russ Webb Eeshan Gunesh Dhekane Dan Busbridge VLM SSL 79 4 0 08 Mar 2024
JointMotion: Joint Self-supervision for Joint Motion Prediction Royden Wagner Ömer Sahin Tas Marvin Klemp Carlos Fernandez Lopez TTA 100 3 0 08 Mar 2024
Self-Supervised Multiple Instance Learning for Acute Myeloid Leukemia Classification Salome Kazeminia Max Joosten D. Bosnacki Carsten Marr 61 3 0 08 Mar 2024
Fine-tuning a Multiple Instance Learning Feature Extractor with Masked Context Modelling and Knowledge Distillation Juan Pisula Katarzyna Bozek 68 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 120 12 0 08 Mar 2024
Denoising Autoregressive Representation Learning Yazhe Li J. Bornschein Ting Chen DiffM 84 4 0 08 Mar 2024
Self-Supervision in Time for Satellite Images(S3-TSS): A novel method of SSL technique in Satellite images Akansh Maurya Hewan Shrestha Mohammad Munem Shahriar 29 0 0 07 Mar 2024
Möbius Transform for Mitigating Perspective Distortions in Representation Learning Prakash Chandra Chhipa Meenakshi Subhash Chippa Kanjar De Rajkumar Saini Marcus Liwicki Mubarak Shah 91 1 0 07 Mar 2024
Discriminative Sample-Guided and Parameter-Efficient Feature Space Adaptation for Cross-Domain Few-Shot Learning Rashindrie Perera Saman K. Halgamuge 99 2 0 07 Mar 2024
Active Generalized Category Discovery Shijie Ma Fei Zhu Zhun Zhong Xu-Yao Zhang Cheng-Lin Liu 77 18 0 07 Mar 2024
SAM-PD: How Far Can SAM Take Us in Tracking and Segmenting Anything in Videos by Prompt Denoising Tao Zhou Wenhan Luo Qi Ye Zhiguo Shi Jiming Chen VLM 97 3 0 07 Mar 2024
LoDisc: Learning Global-Local Discriminative Features for Self-Supervised Fine-Grained Visual Recognition Jialu Shi Zhiqiang Wei Jie Nie Lei Huang SSL 93 0 0 06 Mar 2024
On the Effectiveness of Distillation in Mitigating Backdoors in Pre-trained Encoder Tingxu Han Shenghan Huang Ziqi Ding Weisong Sun Yebo Feng ... Hanwei Qian Cong Wu Quanjun Zhang Yang Liu Zhenyu Chen 54 8 0 06 Mar 2024
On Transfer in Classification: How Well do Subsets of Classes Generalize? Raphael Baena Lucas Drumetz Vincent Gripon 80 0 0 06 Mar 2024
Task Attribute Distance for Few-Shot Learning: Theoretical Analysis and Applications Minyang Hu Hong Chang Zong Guo Bingpeng Ma Shiguang Shan Xilin Chen VLM 114 1 0 06 Mar 2024
Slot Abstractors: Toward Scalable Abstract Visual Reasoning S. S. Mondal Jonathan D. Cohen Taylor W. Webb OCL 75 9 0 06 Mar 2024
UniCtrl: Improving the Spatiotemporal Consistency of Text-to-Video Diffusion Models via Training-Free Unified Attention Control Xuweiyi Chen Tian Xia Sihan Xu VGen DiffM 105 8 0 04 Mar 2024
TripoSR: Fast 3D Object Reconstruction from a Single Image Dmitry Tochilkin David Pankratz Zexiang Liu Zixuan Huang Adam Letts Yangguang Li Ding Liang Christian Laforte Varun Jampani Yan-Pei Cao 164 149 0 04 Mar 2024
Training-Free Pretrained Model Merging Zhenxing Xu Ke Yuan Huiqiong Wang Yong Wang Mingli Song Mingli Song MoMe 96 18 0 04 Mar 2024
Kick Back & Relax++: Scaling Beyond Ground-Truth Depth with SlowTV & CribsTV Jaime Spencer Chris Russell Simon Hadfield Richard Bowden MDE 97 7 0 03 Mar 2024