Exploring Simple Siamese Representation Learning

20 November 2020

Papers citing "Exploring Simple Siamese Representation Learning"

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Title
Hybrid-TTA: Continual Test-time Adaptation via Dynamic Domain Shift Detection Hyewon Park Hyejin Park Jueun Ko Dongbo Min TTA 33 0 0 13 Sep 2024
Exploiting Supervised Poison Vulnerability to Strengthen Self-Supervised Defense Jeremy A. Styborski Mingzhi Lyu Y. Huang Adams Kong 42 0 0 13 Sep 2024
Rethinking Meta-Learning from a Learning Lens Wenwen Qiang Jingyao Wang Chuxiong Sun Hui Xiong Jiangmeng Li 48 1 0 13 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 34 0 0 12 Sep 2024
Securing Vision-Language Models with a Robust Encoder Against Jailbreak and Adversarial Attacks Md Zarif Hossain Ahmed Imteaj AAML VLM 46 3 0 11 Sep 2024
Hierarchical Multi-Label Classification with Missing Information for Benthic Habitat Imagery Isaac Xu B. Misiuk Scott C. Lowe Martin Gillis Craig J. Brown Thomas Trappenberg SSL 25 3 0 10 Sep 2024
Label-free Monitoring of Self-Supervised Learning Progress Isaac Xu Scott Lowe Thomas Trappenberg 32 1 0 10 Sep 2024
INTRA: Interaction Relationship-aware Weakly Supervised Affordance Grounding Ji Ha Jang H. Seo Se Young Chun 48 2 0 10 Sep 2024
DetailCLIP: Detail-Oriented CLIP for Fine-Grained Tasks Amin Karimi Monsefi Kishore Prakash Sailaja Ali Alilooee Ser-Nam Lim R. Ramnath VLM 37 6 0 10 Sep 2024
PMT: Progressive Mean Teacher via Exploring Temporal Consistency for Semi-Supervised Medical Image Segmentation Ning Gao Sanping Zhou Le Wang Nanning Zheng AI4TS 29 2 0 08 Sep 2024
Explicit Mutual Information Maximization for Self-Supervised Learning Lele Chang Peilin Liu Qinghai Guo Fei Wen SSL 21 0 0 07 Sep 2024
CrysAtom: Distributed Representation of Atoms for Crystal Property Prediction Shrimon Mukherjee Madhusudan Ghosh Partha Basuchowdhuri 32 0 0 07 Sep 2024
Dual-Level Cross-Modal Contrastive Clustering Haixin Zhang Yongjun Li Dong Huang VLM 39 0 0 06 Sep 2024
Lexicon3D: Probing Visual Foundation Models for Complex 3D Scene Understanding Yunze Man Shuhong Zheng Zhipeng Bao M. Hebert Liang-Yan Gui Yu-xiong Wang 75 15 0 05 Sep 2024
Collaborative Learning for Enhanced Unsupervised Domain Adaptation Minhee Cho Hyesong Choi Hayeon Jo Dongbo Min 27 1 0 04 Sep 2024
iConFormer: Dynamic Parameter-Efficient Tuning with Input-Conditioned Adaptation Hayeon Jo Hyesong Choi Minhee Cho Dongbo Min 41 1 0 04 Sep 2024
AstroMAE: Redshift Prediction Using a Masked Autoencoder with a Novel Fine-Tuning Architecture Amirreza Dolatpour Fathkouhi Geoffrey Charles Fox 21 1 0 03 Sep 2024
Dual Advancement of Representation Learning and Clustering for Sparse and Noisy Images Wenlin Li Yucheng Xu Xiaoqing Zheng Suoya Han Jun Wang Xiaobo Sun 36 0 0 03 Sep 2024
BEVNav: Robot Autonomous Navigation Via Spatial-Temporal Contrastive Learning in Bird's-Eye View Jiahao Jiang Yuxiang Yang Yingqi Deng Chenlong Ma Jing Zhang SSL 37 4 0 03 Sep 2024
Self-Supervised Vision Transformers for Writer Retrieval Tim Raven Arthur Matei Gernot A. Fink ViT 28 0 0 01 Sep 2024
Contrastive Learning with Synthetic Positives Dewen Zeng Yawen Wu Xinrong Hu Xiaowei Xu Yiyu Shi SyDa SSL 54 1 0 30 Aug 2024
Enhancing Sound Source Localization via False Negative Elimination Zengjie Song Jiangshe Zhang Yuxi Wang Junsong Fan Zhaoxiang Zhang 43 0 0 29 Aug 2024
Fine-grained Classification of Port Wine Stains Using Optical Coherence Tomography Angiography Xiaofeng Deng Defu Chen Bowen Liu Xiwan Zhang Haixia Qiu Wu Yuan Hongliang Ren 29 0 0 29 Aug 2024
Parameter-Efficient Quantized Mixture-of-Experts Meets Vision-Language Instruction Tuning for Semiconductor Electron Micrograph Analysis Sakhinana Sagar Srinivas Chidaksh Ravuru Geethan Sannidhi Venkataramana Runkana 43 0 0 27 Aug 2024
Multi-Modal Instruction-Tuning Small-Scale Language-and-Vision Assistant for Semiconductor Electron Micrograph Analysis Sakhinana Sagar Srinivas Geethan Sannidhi Venkataramana Runkana 38 1 0 27 Aug 2024
A Preliminary Exploration Towards General Image Restoration Xiangtao Kong Jinjin Gu Yihao Liu Wenlong Zhang Xiangyu Chen Yu Qiao Chao Dong DiffM 43 2 0 27 Aug 2024
The Benefits of Balance: From Information Projections to Variance Reduction Lang Liu Ronak R. Mehta Soumik Pal Zaïd Harchaoui 33 0 0 27 Aug 2024
Hierarchical Network Fusion for Multi-Modal Electron Micrograph Representation Learning with Foundational Large Language Models Sakhinana Sagar Srinivas Geethan Sannidhi Venkataramana Runkana 35 0 0 24 Aug 2024
Preliminary Investigations of a Multi-Faceted Robust and Synergistic Approach in Semiconductor Electron Micrograph Analysis: Integrating Vision Transformers with Large Language and Multimodal Models Sakhinana Sagar Srinivas Geethan Sannidhi Sreeja Gangasani Chidaksh Ravuru Venkataramana Runkana 32 0 0 24 Aug 2024
MICM: Rethinking Unsupervised Pretraining for Enhanced Few-shot Learning Zhenyu Zhang Guangyao Chen Yixiong Zou Zhimeng Huang Yuhua Li Ruixuan Li VLM 36 2 0 23 Aug 2024
Foundational Model for Electron Micrograph Analysis: Instruction-Tuning Small-Scale Language-and-Vision Assistant for Enterprise Adoption Sakhinana Sagar Srinivas Chidaksh Ravuru Geethan Sannidhi Venkataramana Runkana 41 0 0 23 Aug 2024
Vision HgNN: An Electron-Micrograph is Worth Hypergraph of Hypernodes Sakhinana Sagar Srinivas Rajat Kumar Sarkar Sreeja Gangasani Venkataramana Runkana 38 2 0 21 Aug 2024
EMCNet : Graph-Nets for Electron Micrographs Classification Sakhinana Sagar Srinivas Rajat Kumar Sarkar Venkataramana Runkana 40 0 0 21 Aug 2024
SAM-COD: SAM-guided Unified Framework for Weakly-Supervised Camouflaged Object Detection Huafeng Chen Pengxu Wei Guangqian Guo Shan Gao 34 9 0 20 Aug 2024
PooDLe: Pooled and dense self-supervised learning from naturalistic videos Alex N. Wang Christopher Hoang Yuwen Xiong Yann LeCun Mengye Ren 76 0 0 20 Aug 2024
Leveraging Superfluous Information in Contrastive Representation Learning Xuechu Yu SSL 32 1 0 19 Aug 2024
SEMDR: A Semantic-Aware Dual Encoder Model for Legal Judgment Prediction with Legal Clue Tracing Pengjie Liu Wang Zhang Yulong Ding Xuefeng Zhang Shuang-Hua Yang AILaw 40 1 0 19 Aug 2024
Evidential Graph Contrastive Alignment for Source-Free Blending-Target Domain Adaptation Juepeng Zheng Yibin Wen Jinxiao Zhang Runmin Dong Haohuan Fu 66 0 0 14 Aug 2024
Whitening Consistently Improves Self-Supervised Learning András Kalapos Bálint Gyires-Tóth SSL 45 0 0 14 Aug 2024
All-around Neural Collapse for Imbalanced Classification Enhao Zhang Chaohua Li Chuanxing Geng Songcan Chen AI4CE 36 1 0 14 Aug 2024
Oracle Bone Script Similiar Character Screening Approach Based on Simsiam Contrastive Learning and Supervised Learning Xinying Weng Yifan Li Shuaidong Hao Jialiang Hou 21 1 0 13 Aug 2024
Enhancing 3D Transformer Segmentation Model for Medical Image with Token-level Representation Learning Xinrong Hu Dewen Zeng Yawen Wu Xueyang Li Yiyu Shi ViT MedIm 39 0 0 12 Aug 2024
HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-Training Fenghe Tang Ronghao Xu Qingsong Yao Xueming Fu Quan Quan Heqin Zhu Zaiyi Liu S. Kevin Zhou SSL MedIm 40 3 0 11 Aug 2024
Hyperbolic Learning with Multimodal Large Language Models Paolo Mandica Luca Franco Konstantinos Kallidromitis Suzanne Petryk Fabio Galasso 44 1 0 09 Aug 2024
UNIC: Universal Classification Models via Multi-teacher Distillation Mert Bulent Sariyildiz Philippe Weinzaepfel Thomas Lucas Diane Larlus Yannis Kalantidis 34 6 0 09 Aug 2024
Clustering-friendly Representation Learning for Enhancing Salient Features Toshiyuki Oshima Kentaro Takagi Kouta Nakata SSL 19 0 0 09 Aug 2024
Learn To Learn More Precisely Runxi Cheng Yongxian Wei Xianglong He Wanyun Zhu Songsong Huang Fei Richard Yu Fei Ma Chun Yuan 47 0 0 08 Aug 2024
AggSS: An Aggregated Self-Supervised Approach for Class-Incremental Learning Jayateja Kalla Soma Biswas SSL 33 0 0 08 Aug 2024
CoBooM: Codebook Guided Bootstrapping for Medical Image Representation Learning Azad Singh Deepak Mishra SSL 42 1 0 08 Aug 2024
PowerPM: Foundation Model for Power Systems Shihao Tu Yupeng Zhang Jing Zhang Yang Yang AI4TS 45 5 0 07 Aug 2024