Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples

28 April 2021

Papers citing "Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples"

50 / 101 papers shown

Title
$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 46 0 0 12 May 2025
Compositional Caching for Training-free Open-vocabulary Attribute Detection Marco Garosi Alessandro Conti Gaowen Liu Elisa Ricci Massimiliano Mancini ObjD VLM 50 0 0 24 Mar 2025
CLIP meets DINO for Tuning Zero-Shot Classifier using Unlabeled Image Collections Mohamed Fazli Mohamed Imam Rufael Fedaku Marew Jameel Hassan M. Fiaz Alham Fikri Aji Hisham Cholakkal VLM 154 0 0 28 Nov 2024
OwMatch: Conditional Self-Labeling with Consistency for Open-World Semi-Supervised Learning Shengjie Niu Lifan Lin Jian Huang Chao Wang 29 0 0 04 Nov 2024
GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain Adaptation Junyu Luo Yiyang Gu Xiao Luo Wei Ju Zhiping Xiao Yusheng Zhao Jingyang Yuan Ming Zhang 34 7 0 22 Oct 2024
GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning Guibin Zhang Haonan Dong Yuchen Zhang Zhixun Li Dingshuo Chen Kai Wang Tianlong Chen Yuxuan Liang Dawei Cheng Kun Wang 32 3 0 17 Oct 2024
Continuous Contrastive Learning for Long-Tailed Semi-Supervised Recognition Zi-Hao Zhou Siyuan Fang Zi-Jing Zhou Tong Wei Yuanyu Wan Min-Ling Zhang 26 1 0 08 Oct 2024
Denoising with a Joint-Embedding Predictive Architecture Dengsheng Chen Jie Hu Xiaoming Wei Enhua Wu DiffM 50 2 0 02 Oct 2024
A Unified Contrastive Loss for Self-Training Aurélien Gauffre Julien Horvat Massih-Reza Amini SSL 31 0 0 11 Sep 2024
FinePseudo: Improving Pseudo-Labelling through Temporal-Alignablity for Semi-Supervised Fine-Grained Action Recognition Ishan Rajendrakumar Dave Mamshad Nayeem Rizve Mubarak Shah AI4TS 23 2 0 02 Sep 2024
S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search G. Zhou Zhen Wang Feng Yu Guolin Ke Zhewei Wei Zhifeng Gao 18 2 0 27 Aug 2024
Tabular Transfer Learning via Prompting LLMs Jaehyun Nam Woomin Song Seong Hyeon Park Jihoon Tack Sukmin Yun Jaehyung Kim Kyu Hwan Oh Jinwoo Shin RALM LMTD VPVLM 36 2 0 09 Aug 2024
PC $^2$ : Pseudo-Classification Based Pseudo-Captioning for Noisy Correspondence Learning in Cross-Modal Retrieval Yue Duan Zhangxuan Gu ZhenZhe Ying Wei Li Yu Zhang Zibin Zheng 26 2 0 02 Aug 2024
PromptCCD: Learning Gaussian Mixture Prompt Pool for Continual Category Discovery Fernando Julio Cendra Bingchen Zhao Kai Han VLM CLL 35 6 0 26 Jul 2024
Exemplar-free Continual Representation Learning via Learnable Drift Compensation Alex Gomez-Villa Dipam Goswami Kai Wang Andrew D. Bagdanov Bartlomiej Twardowski Joost van de Weijer CLL SSL 29 9 0 11 Jul 2024
Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features T. Silva Hélio Pedrini Adín Ramírez Rivera SSL 21 2 0 03 Jul 2024
Capsule Network Projectors are Equivariant and Invariant Learners Miles Everett A. Durrant Mingjun Zhong Georgios Leontidis SSL 3DPC 38 2 0 23 May 2024
DINO as a von Mises-Fisher mixture model Hariprasath Govindarajan Per Sidén Jacob Roll Fredrik Lindsten 34 11 0 17 May 2024
Improving Concept Alignment in Vision-Language Concept Bottleneck Models Nithish Muthuchamy Selvaraj Xiaobao Guo Bingquan Shen A. Kong Alex C. Kot VLM 37 0 0 03 May 2024
Learning Discriminative Spatio-temporal Representations for Semi-supervised Action Recognition Yu Wang Sanpin Zhou Kun Xia Le Wang 29 0 0 25 Apr 2024
An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-Training Jin Gao Shubo Lin Shaoru Wang Yutong Kou Zeming Li Liang Li Congxuan Zhang Xiaoqin Zhang Yizheng Wang Weiming Hu 39 1 0 18 Apr 2024
Beyond Known Clusters: Probe New Prototypes for Efficient Generalized Class Discovery Ye Wang Yaxiong Wang Yujiao Wu Bin Zhao Xueming Qian 34 2 0 13 Apr 2024
Social-MAE: Social Masked Autoencoder for Multi-person Motion Representation Learning Mahsa Ehsanpour Ian Reid Hamid Rezatofighi ViT 32 0 0 08 Apr 2024
ComFe: An Interpretable Head for Vision Transformers Evelyn J. Mannix H. Bondell Howard Bondell VLM ViT 26 1 0 07 Mar 2024
Mitigating Distributional Shift in Semantic Segmentation via Uncertainty Estimation from Unlabelled Data David S. W. Williams Daniele De Martini Matthew Gadd Paul Newman UQCV 14 5 0 27 Feb 2024
Masked Gamma-SSL: Learning Uncertainty Estimation via Masked Image Modeling David S. W. Williams Matthew Gadd Paul Newman Daniele De Martini UQCV 14 0 0 27 Feb 2024
Learning with Mixture of Prototypes for Out-of-Distribution Detection Haodong Lu Dong Gong Shuo Wang Jason Xue Lina Yao Kristen Moore OODD 55 22 0 05 Feb 2024
SMC-NCA: Semantic-guided Multi-level Contrast for Semi-supervised Temporal Action Segmentation Feixiang Zhou Zheheng Jiang Huiyu Zhou Xuelong Li 24 0 0 19 Dec 2023
No Representation Rules Them All in Category Discovery S. Vaze Andrea Vedaldi Andrew Zisserman OOD 26 31 0 28 Nov 2023
OTMatch: Improving Semi-Supervised Learning with Optimal Transport Zhiquan Tan Kaipeng Zheng Weiran Huang OT 30 8 0 26 Oct 2023
Representation Learning via Consistent Assignment of Views over Random Partitions T. Silva Adín Ramirez Rivera SSL 11 2 0 19 Oct 2023
Plasticity-Optimized Complementary Networks for Unsupervised Continual Learning Alex Gomez-Villa Bartlomiej Twardowski Kai Wang Joost van de Weijer SSL CLL 28 8 0 12 Sep 2023
Towards Open-Set Test-Time Adaptation Utilizing the Wisdom of Crowds in Entropy Minimization Jungsoo Lee Debasmit Das Jaegul Choo Sungha Choi TTA VLM 30 26 0 14 Aug 2023
Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning Lihe Yang Zhen Zhao Lei Qi Yu Qiao Yinghuan Shi Hengshuang Zhao 19 15 0 13 Aug 2023
SimMatchV2: Semi-Supervised Learning with Graph Consistency Mingkai Zheng Shan You Lang Huang Chen Luo Fei Wang Chao Qian Chang Xu SSL 21 7 0 13 Aug 2023
DeDrift: Robust Similarity Search under Content Drift Dmitry Baranchuk Matthijs Douze Yash Upadhyay I. Z. Yalniz 22 8 0 05 Aug 2023
Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic Data Enric Moreu Eric Arazo Kevin McGuinness Noel E. O'Connor 28 1 0 22 Jul 2023
Unsupervised Accuracy Estimation of Deep Visual Models using Domain-Adaptive Adversarial Perturbation without Source Samples JoonHo Lee J. Woo H. Moon Kwonho Lee 14 2 0 19 Jul 2023
Semi-Supervised Learning for hyperspectral images by non parametrically predicting view assignment Shivam Pande Nassim Ait Ali Braham Yi Wang C. Albrecht Biplab Banerjee Xiao Xiang Zhu SSL 11 0 0 19 Jun 2023
Semi-supervised learning made simple with self-supervised clustering Enrico Fini Pietro Astolfi Alahari Karteek Xavier Alameda-Pineda Julien Mairal Moin Nabi Elisa Ricci SSL 34 24 0 13 Jun 2023
CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification Nan Yin Libin Shen Mengzhu Wang L. Lan Zeyu Ma C. L. Philip Chen Xiansheng Hua Xiao Luo 31 43 0 08 Jun 2023
LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections M. Jehanzeb Mirza Leonid Karlinsky Wei Lin Mateusz Koziñski Horst Possegger Rogerio Feris Horst Bischof VLM 37 30 0 29 May 2023
S-CLIP: Semi-supervised Vision-Language Learning using Few Specialist Captions Sangwoo Mo Minkyu Kim Kyungmin Lee Jinwoo Shin VLM CLIP 36 21 0 23 May 2023
HMSN: Hyperbolic Self-Supervised Learning by Clustering with Ideal Prototypes A. Durrant Georgios Leontidis SSL 25 4 0 18 May 2023
Cold PAWS: Unsupervised class discovery and addressing the cold-start problem for semi-supervised learning Evelyn J. Mannix H. Bondell SSL 20 0 0 17 May 2023
Improved baselines for vision-language pre-training Enrico Fini Pietro Astolfi Adriana Romero Soriano Jakob Verbeek M. Drozdzal SSL CLIP VLM 45 22 0 15 May 2023
Incremental Generalized Category Discovery Bingchen Zhao Oisin Mac Aodha CLL 40 12 0 27 Apr 2023
SEAL: Simultaneous Label Hierarchy Exploration And Learning Zhi-Hao Tan Zihao W. Wang Yifan Zhang 43 6 0 26 Apr 2023
CiPR: An Efficient Framework with Cross-instance Positive Relations for Generalized Category Discovery Shaozhe Hao Kai Han Kwan-Yee Kenneth Wong 34 16 0 14 Apr 2023
TimeBalance: Temporally-Invariant and Temporally-Distinctive Video Representations for Semi-Supervised Action Recognition I. Dave Mamshad Nayeem Rizve C. L. P. Chen M. Shah TTA 36 16 0 28 Mar 2023