Title
Beyond Known Clusters: Probe New Prototypes for Efficient Generalized Class Discovery Ye Wang Yaxiong Wang Yujiao Wu Bin Zhao Xueming Qian 42 2 0 13 Apr 2024
Masked Image Modeling as a Framework for Self-Supervised Learning across Eye Movements Robin Weiler Matthias Brucklacher C. Pennartz Sander M. Bohté 38 0 0 12 Apr 2024
OmniSat: Self-Supervised Modality Fusion for Earth Observation Guillaume Astruc Nicolas Gonthier Clement Mallet Loic Landrieu 38 25 0 12 Apr 2024
Guided Masked Self-Distillation Modeling for Distributed Multimedia Sensor Event Analysis Masahiro Yasuda Noboru Harada Yasunori Ohishi Shoichiro Saito Akira Nakayama Nobutaka Ono 36 3 0 12 Apr 2024
Self-Supervised Learning of Color Constancy M. Ernst F. M. López A. Aubret Roland W. Fleming Jochen Triesch 40 1 0 11 Apr 2024
Backdoor Contrastive Learning via Bi-level Trigger Optimization Weiyu Sun Xinyu Zhang Hao Lu Ying-Cong Chen Ting Wang Jinghui Chen Lu Lin 34 6 0 11 Apr 2024
Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange Yanhao Wu Tong Zhang Wei Ke Congpei Qiu Sabine Susstrunk Mathieu Salzmann 3DPC 35 6 0 11 Apr 2024
High-Dimension Human Value Representation in Large Language Models Samuel Cahyawijaya Delong Chen Yejin Bang Leila Khalatbari Bryan Wilie Ziwei Ji Etsuko Ishii Pascale Fung 71 5 0 11 Apr 2024
NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG Cheol-Hui Lee Hakseung Kim Hyun-jee Han Min-Kyung Jung Byung C. Yoon Dong-Joo Kim 37 5 0 10 Apr 2024
LaTiM: Longitudinal representation learning in continuous-time models to predict disease progression Rachid Zeghlache Pierre-Henri Conze Mostafa EL HABIB DAHO Yi-Hsuan Li Hugo Le Boité ... B. Cochener Alireza Rezaei Ikram Brahim G. Quellec M. Lamard 31 0 0 10 Apr 2024
How to Craft Backdoors with Unlabeled Data Alone? Yifei Wang Wenhan Ma Stefanie Jegelka Yisen Wang SyDa 29 0 0 10 Apr 2024
Masked Modeling Duo: Towards a Universal Audio Pre-training Framework Daisuke Niizumi Daiki Takeuchi Yasunori Ohishi Noboru Harada K. Kashino 42 10 0 09 Apr 2024
Test-Time Zero-Shot Temporal Action Localization Benedetta Liberatori Alessandro Conti Paolo Rota Yiming Wang Elisa Ricci 43 3 0 08 Apr 2024
Adaptive Intra-Class Variation Contrastive Learning for Unsupervised Person Re-Identification Lingzhi Liu Haiyang Zhang Chengwei Tang Tiantian Zhang 37 0 0 06 Apr 2024
DELTA: Decoupling Long-Tailed Online Continual Learning S. Raghavan Jiangpeng He F. Zhu 80 2 0 06 Apr 2024
Dynamic Switch Layers For Unsupervised Learning Haiguang Li Usama Pervaiz Michal Matuszak Robert Kamara Gilles Roux T. Thormundsson Joseph Antognini 52 1 0 05 Apr 2024
SP $^2$ OT: Semantic-Regularized Progressive Partial Optimal Transport for Imbalanced Clustering Chuyu Zhang Hui Ren Xuming He OT 37 0 0 04 Apr 2024
On the Surprising Efficacy of Distillation as an Alternative to Pre-Training Small Models Sean Farhat Deming Chen 47 0 0 04 Apr 2024
Multi Positive Contrastive Learning with Pose-Consistent Generated Images Sho Inayoshi Aji Resindra Widya Satoshi Ozaki Junji Otsuka Takeshi Ohashi 3DH 52 1 0 04 Apr 2024
FACTUAL: A Novel Framework for Contrastive Learning Based Robust SAR Image Classification Xu Wang Tian Ye Rajgopal Kannan Viktor Prasanna AAML 40 1 0 04 Apr 2024
LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image Segmentation Ngoc-Du Tran Thi-Thao Tran Quang-Huy Nguyen Manh-Hung Vu Van-Truong Pham MedIm ViT 43 1 0 04 Apr 2024
A Unified Membership Inference Method for Visual Self-supervised Encoder via Part-aware Capability Jie Zhu Jirong Zha Ding Li Leye Wang 37 6 0 03 Apr 2024
Generative-Contrastive Heterogeneous Graph Neural Network Yu-Chiang Frank Wang Lei Sang Yi Zhang Yiwen Zhang X. Wu 58 0 0 03 Apr 2024
BRAVEn: Improving Self-Supervised Pre-training for Visual and Auditory Speech Recognition A. Haliassos Andreas Zinonos Rodrigo Mira Stavros Petridis Maja Pantic VLM SSL AI4TS 47 13 0 02 Apr 2024
A Universal Knowledge Embedded Contrastive Learning Framework for Hyperspectral Image Classification Quanwei Liu Yanni Dong Tao Huang Lefei Zhang Bo Du VLM 39 2 0 02 Apr 2024
ContrastCAD: Contrastive Learning-based Representation Learning for Computer-Aided Design Models Minseop Jung Minseong Kim Jibum Kim 37 3 0 02 Apr 2024
Predicting the Performance of Foundation Models via Agreement-on-the-Line Aman Mehra Rahul Saxena Taeyoun Kim Christina Baek Zico Kolter Aditi Raghunathan UQCV 51 1 0 02 Apr 2024
VideoDistill: Language-aware Vision Distillation for Video Question Answering Bo Zou Chao Yang Yu Qiao Chengbin Quan Youjian Zhao VGen 50 1 0 01 Apr 2024
Lipsum-FT: Robust Fine-Tuning of Zero-Shot Models Using Random Text Guidance G. Nam Byeongho Heo Juho Lee VLM 42 6 0 01 Apr 2024
Learning Off-policy with Model-based Intrinsic Motivation For Active Online Exploration Yibo Wang Jiang Zhao OffRL OnRL 30 0 0 31 Mar 2024
HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs Sunwoo Kim Shinhwan Kang Fanchen Bu Soo Yong Lee Jaemin Yoo Kijung Shin SSL 37 11 0 31 Mar 2024
CM-TTS: Enhancing Real Time Text-to-Speech Synthesis Efficiency through Weighted Samplers and Consistency Models Xiang Li Fan Bu Ambuj Mehrish Yingting Li Jiale Han Bo Cheng Soujanya Poria DiffM 40 6 0 31 Mar 2024
DailyMAE: Towards Pretraining Masked Autoencoders in One Day Jiantao Wu Shentong Mo Sara Atito Zhenhua Feng Josef Kittler Muhammad Awais 35 3 0 31 Mar 2024
Heterogeneous Contrastive Learning for Foundation Models and Beyond Lecheng Zheng Baoyu Jing Zihao Li Yangqiu Song Jingrui He VLM 48 19 0 30 Mar 2024
Heterogeneous Network Based Contrastive Learning Method for PolSAR Land Cover Classification Jianfeng Cai Yue Ma Zhixi Feng Shuyuan Yang 29 1 0 29 Mar 2024
LocCa: Visual Pretraining with Location-aware Captioners Bo Wan Michael Tschannen Yongqin Xian Filip Pavetić Ibrahim M. Alabdulmohsin Xiao Wang André Susano Pinto Andreas Steiner Lucas Beyer Xiao-Qi Zhai VLM 51 6 0 28 Mar 2024
The Bad Batches: Enhancing Self-Supervised Learning in Image Classification Through Representative Batch Curation Ozgu Goksu Nicolas Pugeault SSL 37 0 0 28 Mar 2024
MVEB: Self-Supervised Learning with Multi-View Entropy Bottleneck Liangjiang Wen Xiasi Wang Jianzhuang Liu Zenglin Xu 28 2 0 28 Mar 2024
Branch-Tuning: Balancing Stability and Plasticity for Continual Self-Supervised Learning Wenzhuo Liu Fei Zhu Cheng-Lin Liu CLL 43 2 0 27 Mar 2024
Beyond Embeddings: The Promise of Visual Table in Visual Reasoning Yiwu Zhong Zi-Yuan Hu Michael R. Lyu Liwei Wang 29 1 0 27 Mar 2024
A Personalized Video-Based Hand Taxonomy: Application for Individuals with Spinal Cord Injury Mehdy Dousty David J. Fleet José Zariffa 24 0 0 26 Mar 2024
Efficient Image Pre-Training with Siamese Cropped Masked Autoencoders Alexandre Eymaël Renaud Vandeghen A. Cioppa Silvio Giancola Guohao Li Marc Van Droogenbroeck ViT 48 6 0 26 Mar 2024
Boosting Few-Shot Learning with Disentangled Self-Supervised Learning and Meta-Learning for Medical Image Classification Eva Pachetti Sotirios A. Tsaftaris Sara Colantonio 43 2 0 26 Mar 2024
SD-DiT: Unleashing the Power of Self-supervised Discrimination in Diffusion Transformer Rui Zhu Yingwei Pan Yehao Li Ting Yao Zhenglong Sun Tao Mei C. Chen 50 24 0 25 Mar 2024
Self-Supervised Learning for Medical Image Data with Anatomy-Oriented Imaging Planes Tianwei Zhang Dong Wei Mengmeng Zhua Shi Gu Yefeng Zheng SSL 38 0 0 25 Mar 2024
Rethinking the Representation in Federated Unsupervised Learning with Non-IID Data Xinting Liao Weiming Liu Chaochao Chen Pengyang Zhou Fengyuan Yu Huabin Zhu Binhui Yao Tao Wang Xiaolin Zheng Yanchao Tan FedML 51 7 0 25 Mar 2024
Neural Plasticity-Inspired Multimodal Foundation Model for Earth Observation Zhitong Xiong Yi Wang Fahong Zhang Adam J. Stewart Joelle Hanna Damian Borth Ioannis Papoutsis B. L. Saux Gustau Camps-Valls Xiao Xiang Zhu AI4CE 81 12 0 22 Mar 2024
Piecewise-Linear Manifolds for Deep Metric Learning Shubhang Bhatnagar Narendra Ahuja 41 4 0 22 Mar 2024
Hierarchical Text-to-Vision Self Supervised Alignment for Improved Histopathology Representation Learning Hasindri Watawana Kanchana Ranasinghe Tariq Mahmood Muzammal Naseer Salman Khan Fahad Shahbaz Khan SSL 43 4 0 21 Mar 2024
Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation Minqin Zhu Anpeng Wu Haoxuan Li Ruoxuan Xiong Bo Li ... Xuan Qin Peng Zhen Jiecheng Guo Fei Wu Kun Kuang CML 55 10 0 21 Mar 2024