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Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles

30 March 2016

Papers citing "Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles"

50 / 1,748 papers shown

Title
Denoising Diffusion Models for Anomaly Localization in Medical Images Cosmin I. Bercea P. Cattin Julia A. Schnabel J. Wolleb DiffM MedIm 66 1 0 31 Oct 2024
ReMix: Training Generalized Person Re-identification on a Mixture of Data Timur Mamedov Anton Konushin Vadim Konushin 63 1 0 29 Oct 2024
Face-MLLM: A Large Face Perception Model Haomiao Sun Mingjie He Tianheng Lian Hu Han Shiguang Shan VLM CVBM LRM 67 6 0 28 Oct 2024
Permutation Picture of Graph Combinatorial Optimization Problems Yimeng Min 29 0 0 22 Oct 2024
Locality Alignment Improves Vision-Language Models Ian Covert Tony Sun James Zou Tatsunori Hashimoto VLM 267 7 0 14 Oct 2024
Discovering distinctive elements of biomedical datasets for high-performance exploration Md Tauhidul Islam Lei Xing 46 0 0 07 Oct 2024
EmbedLLM: Learning Compact Representations of Large Language Models Richard Zhuang Tianhao Wu Zhaojin Wen Andrew Li Jiantao Jiao Kannan Ramchandran AIFin 69 6 0 03 Oct 2024
SymmetricDiffusers: Learning Discrete Diffusion on Finite Symmetric Groups Yongxing Zhang Donglin Yang Renjie Liao DiffM 436 1 0 03 Oct 2024
Denoising with a Joint-Embedding Predictive Architecture Dengsheng Chen Jie Hu Xiaoming Wei Enhua Wu DiffM 172 3 0 02 Oct 2024
Domain Aware Multi-Task Pretraining of 3D Swin Transformer for T1-weighted Brain MRI Jonghun Kim Mansu Kim Hyunjin Park MedIm ViT 54 0 0 01 Oct 2024
Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery Haonan Lin Wenbin An Jiahao Wang Yan Chen Feng Tian Mengmeng Wang Guang Dai Qianying Wang Jingdong Wang 112 2 0 29 Sep 2024
Self-supervised Auxiliary Learning for Texture and Model-based Hybrid Robust and Fair Featuring in Face Analysis Shukesh Reddy Nishit Poddar Srijan Das Abhijit Das CVBM 74 0 0 29 Sep 2024
UniEmoX: Cross-modal Semantic-Guided Large-Scale Pretraining for Universal Scene Emotion Perception Chuang Chen Xingwu Sun Zhi Liu 91 1 0 27 Sep 2024
Self-supervised Preference Optimization: Enhance Your Language Model with Preference Degree Awareness Jian Li Haojing Huang Yujia Zhang Pengfei Xu Xi Chen Rui Song Lida Shi Jingwen Wang Hao Xu 48 0 0 26 Sep 2024
ViKL: A Mammography Interpretation Framework via Multimodal Aggregation of Visual-knowledge-linguistic Features Xin Wei Yaling Tao Changde Du Gangming Zhao Yizhou Yu Jinpeng Li 95 0 0 24 Sep 2024
Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning Amin Karimi Monsefi Mengxi Zhou Nastaran Karimi Monsefi Ser-Nam Lim Wei-Lun Chao R. Ramnath 132 1 0 16 Sep 2024
Learning Brain Tumor Representation in 3D High-Resolution MR Images via Interpretable State Space Models Qingqiao Hu Daoan Zhang Jiebo Luo Zhenyu Gong Benedikt Wiestler Jianguo Zhang Hongwei Bran Li 55 0 0 12 Sep 2024
A Survey of the Self Supervised Learning Mechanisms for Vision Transformers Asifullah Khan A. Sohail Mustansar Fiaz Mehdi Hassan Tariq Habib Afridi ... Muhammad Zaigham Zaheer Kamran Ali Tangina Sultana Ziaurrehman Tanoli Naeem Akhter 274 5 0 30 Aug 2024
SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery Sarah Rastegar Mohammadreza Salehi Yuki M. Asano Hazel Doughty Cees G. M. Snoek 94 5 0 26 Aug 2024
Leveraging Superfluous Information in Contrastive Representation Learning Xuechu Yu SSL 67 2 0 19 Aug 2024
Masked Image Modeling: A Survey Vlad Hondru Florinel-Alin Croitoru Shervin Minaee Radu Tudor Ionescu N. Sebe 189 8 0 13 Aug 2024
AggSS: An Aggregated Self-Supervised Approach for Class-Incremental Learning Jayateja Kalla Soma Biswas SSL 78 0 0 08 Aug 2024
Weakly Contrastive Learning via Batch Instance Discrimination and Feature Clustering for Small Sample SAR ATR Yikui Zhai Wenlve Zhou Bing Sun Jingwen Li Qirui Ke ... Junying Gan Chaoyun Mai R. D. Labati Vincenzo Piuri F. Scotti 74 19 0 07 Aug 2024
Diffusion Model Meets Non-Exemplar Class-Incremental Learning and Beyond Jichuan Zhang Yali Li Xin Liu Shengjin Wang DiffM 85 1 0 06 Aug 2024
Domain penalisation for improved Out-of-Distribution Generalisation Shuvam Jena Sushmetha Sumathi Rajendran Karthik Seemakurthy A. Sasithradevi M. Vijayalakshmi Prakash Poornachari 84 0 0 03 Aug 2024
Scaling Backwards: Minimal Synthetic Pre-training? Ryo Nakamura Ryu Tadokoro Ryosuke Yamada Tim Puhlfürß Iro Laina Christian Rupprecht Walid Maalej Rio Yokota Hirokatsu Kataoka DD 90 4 0 01 Aug 2024
AMAES: Augmented Masked Autoencoder Pretraining on Public Brain MRI Data for 3D-Native Segmentation Asbjorn Munk Jakob Ambsdorf S. Llambias Mads Nielsen 83 4 0 01 Aug 2024
How Effective are Self-Supervised Models for Contact Identification in Videos Omri Herscovici Limalka Sadith Liel David Daniel Harari Muhammad Haris Khan 82 0 0 01 Aug 2024
Dense Self-Supervised Learning for Medical Image Segmentation Maxime Seince Loic Le Folgoc Luiz Augusto Facury de Souza Elsa Angelini SSL 75 0 0 29 Jul 2024
Improving 2D Feature Representations by 3D-Aware Fine-Tuning Yuanwen Yue Anurag Das Francis Engelmann Siyu Tang J. E. Lenssen 110 28 0 29 Jul 2024
Self-Supervised Learning for Text Recognition: A Critical Survey Carlos Peñarrubia J. J. Valero-Mas Jorge Calvo-Zaragoza 177 2 0 29 Jul 2024
Multi-label Cluster Discrimination for Visual Representation Learning Xiang An Kaicheng Yang Xiangzi Dai Ziyong Feng Jiankang Deng VLM 96 7 0 24 Jul 2024
SIGMA:Sinkhorn-Guided Masked Video Modeling Mohammadreza Salehi Michael Dorkenwald Fida Mohammad Thoker E. Gavves Cees G. M. Snoek Yuki M. Asano 96 7 0 22 Jul 2024
Universal Facial Encoding of Codec Avatars from VR Headsets Shaojie Bai Tenia Wang Chenghui Li Akshay Venkatesh Tomas Simon ... Gabriel Schwartz Ryan Wrench Jason M. Saragih Yaser Sheikh S. Wei 3DH 131 6 0 17 Jul 2024
Progressive Proxy Anchor Propagation for Unsupervised Semantic Segmentation Hyun Seok Seong WonJun Moon Subeen Lee Jae-Pil Heo 90 1 0 17 Jul 2024
Label-Efficient 3D Brain Segmentation via Complementary 2D Diffusion Models with Orthogonal Views Jihoon Cho Suhyun Ahn Beomju Kim Hyungjoon Bae Xiaofeng Liu ... Kyungeun Lee Georges Elfakhri Van Wedeen Jonghye Woo Jinah Park MedIm DiffM 58 0 0 17 Jul 2024
A Closer Look at Benchmarking Self-Supervised Pre-training with Image Classification Markus Marks Manuel Knott Neehar Kondapaneni Elijah Cole T. Defraeye Fernando Pérez-Cruz Pietro Perona SSL 125 5 0 16 Jul 2024
Relational Representation Distillation Nikolaos Giakoumoglou Tania Stathaki 125 0 0 16 Jul 2024
Efficient Unsupervised Visual Representation Learning with Explicit Cluster Balancing Ioannis Maniadis Metaxas Georgios Tzimiropoulos Ioannis Patras SSL 104 0 0 15 Jul 2024
Learning Natural Consistency Representation for Face Forgery Video Detection Daichi Zhang Zihao Xiao Shikun Li Fanzhao Lin Jianmin Li Shiming Ge CVBM 103 13 0 15 Jul 2024
15M Multimodal Facial Image-Text Dataset Dawei Dai Yutang Li Yingge Liu Mingming Jia Zhang YuanHui Guoyin Wang VLM 103 7 0 11 Jul 2024
AnatoMask: Enhancing Medical Image Segmentation with Reconstruction-guided Self-masking Yuheng Li Tianyu Luan Yizhou Wu Shaoyan Pan Yenho Chen Xiaofeng Yang 83 6 0 09 Jul 2024
Self-supervised Learning via Cluster Distance Prediction for Operating Room Context Awareness Idris Hamoud Alexandros Karargyris Aidean Sharghi Omid Mohareri N. Padoy SSL 88 1 0 07 Jul 2024
Multi-modal Masked Siamese Network Improves Chest X-Ray Representation Learning Saeed Shurrab Alejandro Guerra-Manzanares Farah E. Shamout 89 1 0 05 Jul 2024
Elevating All Zero-Shot Sketch-Based Image Retrieval Through Multimodal Prompt Learning Mainak Singha Ankit Jha Divyam Gupta Pranav Singla Biplab Banerjee VLM 92 1 0 05 Jul 2024
Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features T. Silva Hélio Pedrini Adín Ramírez Rivera SSL 62 4 0 03 Jul 2024
Towards Multimodal Open-Set Domain Generalization and Adaptation through Self-supervision Hao Dong Eleni Chatzi Olga Fink 74 7 0 01 Jul 2024
3D-MVP: 3D Multiview Pretraining for Robotic Manipulation Shengyi Qian Kaichun Mo Valts Blukis David Fouhey Dieter Fox Ankit Goyal 85 3 0 26 Jun 2024
Investigating Self-Supervised Methods for Label-Efficient Learning S. Nandam Sara Atito Zhenhua Feng Josef Kittler Muhammad Awais VLM 79 2 0 25 Jun 2024
Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation Pengfei Gu Yejia Zhang Huimin Li Chaoli Wang Danny Chen MedIm 123 2 0 15 Jun 2024