Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination

5 May 2018

Papers citing "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"

50 / 1,920 papers shown

Title
Erasing Self-Supervised Learning Backdoor by Cluster Activation Masking Shengsheng Qian Yifei Wang Dizhan Xue Shengjie Zhang Huaiwen Zhang Changsheng Xu AAML 43 1 0 13 Dec 2023
MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation Yanzuo Lu Meng Shen Andy J. Ma Xiaohua Xie Jian-Huang Lai OOD 26 8 0 13 Dec 2023
Foundation Models in Robotics: Applications, Challenges, and the Future Roya Firoozi Johnathan Tucker Stephen Tian Anirudha Majumdar Jiankai Sun ... Brian Ichter Danny Driess Jiajun Wu Cewu Lu Mac Schwager LM&Ro AI4CE LRM VLM 37 142 0 13 Dec 2023
Contextually Affinitive Neighborhood Refinery for Deep Clustering Chunlin Yu Ye-ling Shi Jingya Wang 34 5 0 12 Dec 2023
CLIP in Medical Imaging: A Comprehensive Survey Zihao Zhao Yuxiao Liu Han Wu Yonghao Li Sheng Wang L. Teng Disheng Liu Zhiming Cui Qian Wang Dinggang Shen CLIP MedIm LM&MA VLM 31 43 0 12 Dec 2023
Counterfactual World Modeling for Physical Dynamics Understanding Rahul Venkatesh Honglin Chen Kevin T. Feigelis Daniel M. Bear Khaled Jedoui ... Wanhee Lee Sherry Liu Kevin A. Smith Judith E. Fan Daniel L. K. Yamins VGen 45 1 0 11 Dec 2023
Deciphering 'What' and 'Where' Visual Pathways from Spectral Clustering of Layer-Distributed Neural Representations Xiao Zhang David Yunis Michael Maire 30 2 0 11 Dec 2023
AM-RADIO: Agglomerative Vision Foundation Model -- Reduce All Domains Into One Michael Ranzinger Greg Heinrich Jan Kautz Pavlo Molchanov VLM 44 42 0 10 Dec 2023
The Counterattack of CNNs in Self-Supervised Learning: Larger Kernel Size might be All You Need Tianjin Huang Tianlong Chen Zhangyang Wang Shiwei Liu 32 1 0 09 Dec 2023
Bootstrapping Autonomous Driving Radars with Self-Supervised Learning Yiduo Hao Sohrab Madani Junfeng Guan Mohammed Alloulah Saurabh Gupta Haitham Hassanieh SSL 34 3 0 07 Dec 2023
Complementary Benefits of Contrastive Learning and Self-Training Under Distribution Shift Saurabh Garg Amrith Rajagopal Setlur Zachary Chase Lipton Sivaraman Balakrishnan Virginia Smith Aditi Raghunathan SSL 30 6 0 06 Dec 2023
Guarding Barlow Twins Against Overfitting with Mixed Samples W. G. C. Bandara C. D. Melo Vishal M. Patel SSL 37 11 0 04 Dec 2023
Rejuvenating image-GPT as Strong Visual Representation Learners Sucheng Ren Zeyu Wang Hongru Zhu Junfei Xiao Alan Yuille Cihang Xie VLM 57 7 0 04 Dec 2023
Refine, Discriminate and Align: Stealing Encoders via Sample-Wise Prototypes and Multi-Relational Extraction Shuchi Wu Chuan Ma Kang Wei Xiaogang Xu Ming Ding Yuwen Qian Tao Xiang 15 0 0 01 Dec 2023
Improving Unsupervised Relation Extraction by Augmenting Diverse Sentence Pairs Qing Wang Kang Zhou Qiao Qiao Yuepei Li Qi Li 19 6 0 01 Dec 2023
Optimal Sample Complexity of Contrastive Learning Noga Alon Dmitrii Avdiukhin Dor Elboim Orr Fischer G. Yaroslavtsev SSL 30 5 0 01 Dec 2023
Transfer Learning in Robotics: An Upcoming Breakthrough? A Review of Promises and Challenges Noémie Jaquier Michael C. Welle A. Gams Kunpeng Yao Bernardo Fichera A. Billard Aleš Ude Tamim Asfour Danica Kragic 38 14 0 29 Nov 2023
On the Adversarial Robustness of Graph Contrastive Learning Methods Filippo Guerranti Zinuo Yi Anna Starovoit Rafiq Kamel Simon Geisler Stephan Günnemann AAML 41 2 0 29 Nov 2023
Improving Self-supervised Molecular Representation Learning using Persistent Homology Yuankai Luo Lei Shi Veronika Thost SSL 34 8 0 29 Nov 2023
BIM: Block-Wise Self-Supervised Learning with Masked Image Modeling Yixuan Luo Mengye Ren Sai Qian Zhang 28 0 0 28 Nov 2023
Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning Yaoquan Wei Shunyu Liu Mingli Song Tongya Zheng Kaixuan Chen Yong Wang Mingli Song 25 0 0 28 Nov 2023
DiffusionTalker: Personalization and Acceleration for Speech-Driven 3D Face Diffuser Peng Chen Xiaobao Wei Ming Lu Yitong Zhu Nai-Ming Yao Xingyu Xiao Hui Chen 34 12 0 28 Nov 2023
Unsupervised Multimodal Deepfake Detection Using Intra- and Cross-Modal Inconsistencies Mulin Tian Mahyar Khayatkhoei Joe Mathai Wael AbdAlmageed 38 6 0 28 Nov 2023
UFDA: Universal Federated Domain Adaptation with Practical Assumptions Xinhui Liu Zhenghao Chen Luping Zhou Dong Xu Wei Xi Gairui Bai Yihan Zhao Jizhong Zhao 32 2 0 27 Nov 2023
CUCL: Codebook for Unsupervised Continual Learning Chen Cheng Jingkuan Song Xiaosu Zhu Junchen Zhu Lianli Gao H. Shen CLL 25 2 0 25 Nov 2023
Understanding Self-Supervised Features for Learning Unsupervised Instance Segmentation Paul Engstler Luke Melas-Kyriazi Christian Rupprecht Iro Laina SSL 27 3 0 24 Nov 2023
Robust Domain Misinformation Detection via Multi-modal Feature Alignment Hui Liu Wenya Wang Hao Sun Anderson de Rezende Rocha Haoliang Li 51 11 0 24 Nov 2023
HOPE: A Memory-Based and Composition-Aware Framework for Zero-Shot Learning with Hopfield Network and Soft Mixture of Experts Do Huu Dat Po Yuan Mao Tien Hoang Nguyen Wray L. Buntine Bennamoun 59 1 0 23 Nov 2023
Event Camera Data Dense Pre-training Yan Yang Liyuan Pan Liu Liu 40 4 0 20 Nov 2023
Deep Tensor Network Yifan Zhang 32 0 0 18 Nov 2023
Toulouse Hyperspectral Data Set: a benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniques R. Thoreau Laurent Risser V. Achard Béatrice Berthelot X. Briottet 27 4 0 15 Nov 2023
Test-Time Training for Semantic Segmentation with Output Contrastive Loss Yunlong Zhang Yuxuan Sun Sunyi Zheng Zhongyi Shui Chenglu Zhu Lin Yang VLM 28 3 0 14 Nov 2023
Concept-wise Fine-tuning Matters in Preventing Negative Transfer Yunqiao Yang Long-Kai Huang Ying Wei 38 2 0 12 Nov 2023
Contrastive Learning of View-Invariant Representations for Facial Expressions Recognition Shuvendu Roy Ali Etemad 39 2 0 12 Nov 2023
Learning Contrastive Self-Distillation for Ultra-Fine-Grained Visual Categorization Targeting Limited Samples Ziye Fang Xin Jiang Hao Tang Zechao Li 30 12 0 10 Nov 2023
TransformCode: A Contrastive Learning Framework for Code Embedding via Subtree Transformation Zixiang Xian Rubing Huang Dave Towey Chunrong Fang Zhenyu Chen 25 5 0 10 Nov 2023
Enhancing Instance-Level Image Classification with Set-Level Labels Renyu Zhang Aly A. Khan Yuxin Chen Robert L. Grossman 33 0 0 09 Nov 2023
Self-similarity Prior Distillation for Unsupervised Remote Physiological Measurement Xinyu Zhang Weiyu Sun Hao Lu Ying-Cong Chen Yun Ge Xiaolin Huang Jie Yuan Yingcong Chen 24 2 0 09 Nov 2023
Learning Discriminative Features for Crowd Counting Yuehai Chen Qingzhong Wang Jing Yang Badong Chen Haoyi Xiong Shaoyi Du 37 6 0 08 Nov 2023
Counterfactual Data Augmentation with Contrastive Learning Ahmed Aloui Juncheng Dong Cat P. Le Vahid Tarokh CML 30 2 0 07 Nov 2023
CycleCL: Self-supervised Learning for Periodic Videos Matteo Destro Michael Gygli SSL 35 1 0 05 Nov 2023
Augment the Pairs: Semantics-Preserving Image-Caption Pair Augmentation for Grounding-Based Vision and Language Models Jingru Yi Burak Uzkent Oana Ignat Zili Li Amanmeet Garg Xiang Yu Linda Liu VLM 41 1 0 05 Nov 2023
Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-training Yipeng Gao Zeyu Wang Wei-Shi Zheng Cihang Xie Yuyin Zhou 3DPC 34 8 0 03 Nov 2023
Learning Intra and Inter-Camera Invariance for Isolated Camera Supervised Person Re-identification Menglin Wang Xiaojin Gong 24 1 0 02 Nov 2023
MNN: Mixed Nearest-Neighbors for Self-Supervised Learning Xianzhong Long Chen Peng Yun Li SSL 33 0 0 01 Nov 2023
Contrastive Difference Predictive Coding Chongyi Zheng Ruslan Salakhutdinov Benjamin Eysenbach AI4TS OffRL 28 12 0 31 Oct 2023
FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space Shengzhong Liu Tomoyoshi Kimura Dongxin Liu Ruijie Wang Jinyang Li Suhas Diggavi Mani B. Srivastava Tarek F. Abdelzaher AI4TS 51 24 0 30 Oct 2023
A Principled Hierarchical Deep Learning Approach to Joint Image Compression and Classification Siyu Qi Achintha Wijesinghe Lahiru D. Chamain Zhi Ding 19 0 0 30 Oct 2023
Exploring Data Augmentations on Self-/Semi-/Fully- Supervised Pre-trained Models Shentong Mo Zhun Sun Chao Li 12 2 0 28 Oct 2023
Grid Jigsaw Representation with CLIP: A New Perspective on Image Clustering Zijie Song Zhenzhen Hu Richang Hong SSL 46 0 0 27 Oct 2023