Title
On Pretraining Data Diversity for Self-Supervised Learning Hasan Hammoud Tuhin Das Fabio Pizzati Philip Torr Adel Bibi Guohao Li 103 2 0 20 Mar 2024
REAL: Representation Enhanced Analytic Learning for Exemplar-free Class-incremental Learning Run He Huiping Zhuang Di Fang Yizhu Chen Kai Tong Cen Chen 43 1 0 20 Mar 2024
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining Di Wang Jing Zhang Minqiang Xu Lin Liu Dongsheng Wang ... Chengxi Han Haonan Guo Bo Du Dacheng Tao Lefei Zhang 50 45 0 20 Mar 2024
Unifying Local and Global Multimodal Features for Place Recognition in Aliased and Low-Texture Environments Alberto García-Hernández Riccardo Giubilato Klaus H. Strobl Javier Civera Rudolph Triebel 45 2 0 20 Mar 2024
NTK-Guided Few-Shot Class Incremental Learning Jingren Liu Zhong Ji Yanwei Pang YunLong Yu CLL 44 3 0 19 Mar 2024
Do Generated Data Always Help Contrastive Learning? Yifei Wang Jizhe Zhang Yisen Wang DiffM 35 22 0 19 Mar 2024
GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning Xiaojie Li Yibo Yang Hefei Ling Jianlong Wu Yue Yu Guohao Li Min Zhang SSL 36 6 0 18 Mar 2024
HVDistill: Transferring Knowledge from Images to Point Clouds via Unsupervised Hybrid-View Distillation Sha Zhang Jiajun Deng Lei Bai Houqiang Li Wanli Ouyang Yanyong Zhang 3DPC 52 8 0 18 Mar 2024
WIA-LD2ND: Wavelet-based Image Alignment for Self-supervised Low-Dose CT Denoising Haoyu Zhao Yuliang Gu Zhou Zhao Bo Du Yongchao Xu Rui Yu OOD 32 3 0 18 Mar 2024
MLVICX: Multi-Level Variance-Covariance Exploration for Chest X-ray Self-Supervised Representation Learning Azad Singh Vandan Gorade Deepak Mishra SSL 34 2 0 18 Mar 2024
Investigating the Benefits of Projection Head for Representation Learning Yihao Xue Eric Gan Jiayi Ni Siddharth Joshi Baharan Mirzasoleiman 51 10 0 18 Mar 2024
DuPL: Dual Student with Trustworthy Progressive Learning for Robust Weakly Supervised Semantic Segmentation Yuanchen Wu Xichen Ye Kequan Yang Jide Li Xiaoqiang Li 52 9 0 17 Mar 2024
A Versatile Framework for Multi-scene Person Re-identification Wei-Shi Zheng Junkai Yan Yi-Xing Peng VLM 35 5 0 17 Mar 2024
Securely Fine-tuning Pre-trained Encoders Against Adversarial Examples Ziqi Zhou Minghui Li Wei Liu Shengshan Hu Yechao Zhang Wei Wan Lulu Xue Leo Yu Zhang Dezhong Yao Hai Jin SILM AAML 52 9 0 16 Mar 2024
Time Series Representation Learning with Supervised Contrastive Temporal Transformer Yuansan Liu S. Wijewickrema C. Bester Stephen O'Leary James Bailey AI4TS 33 1 0 16 Mar 2024
Shifting Focus: From Global Semantics to Local Prominent Features in Swin-Transformer for Knee Osteoarthritis Severity Assessment Aymen Sekhri Marouane Tliba M. A. Kerkouri Yassine Nasser Aladine Chetouani Alessandro Bruno Rachid Jennane 39 0 0 15 Mar 2024
GroupContrast: Semantic-aware Self-supervised Representation Learning for 3D Understanding Chengyao Wang Li Jiang Xiaoyang Wu Zhuotao Tian Bohao Peng Hengshuang Zhao Jiaya Jia 3DPC SSL 83 15 0 14 Mar 2024
Counterfactual contrastive learning: robust representations via causal image synthesis Mélanie Roschewitz Fabio De Sousa Ribeiro Tian Xia G. Khara Ben Glocker OOD 58 3 0 14 Mar 2024
EquiAV: Leveraging Equivariance for Audio-Visual Contrastive Learning Jongsuk Kim Hyeongkeun Lee Kyeongha Rho Junmo Kim Joon Son Chung 34 4 0 14 Mar 2024
Open-Vocabulary Object Detection with Meta Prompt Representation and Instance Contrastive Optimization Zhao Wang Aoxue Li Fengwei Zhou Zhenguo Li Qi Dou ObjD VLM 35 2 0 14 Mar 2024
Efficient Transferability Assessment for Selection of Pre-trained Detectors Zhao Wang Aoxue Li Zhenguo Li Qi Dou 32 0 0 14 Mar 2024
When can we Approximate Wide Contrastive Models with Neural Tangent Kernels and Principal Component Analysis? Gautham Govind Anil P. Esser D. Ghoshdastidar 45 1 0 13 Mar 2024
An Efficient End-to-End Approach to Noise Invariant Speech Features via Multi-Task Learning Heitor R. Guimarães Arthur Pimentel Anderson R. Avila Mehdi Rezagholizadeh Boxing Chen Tiago H. Falk 67 1 0 13 Mar 2024
LAFS: Landmark-based Facial Self-supervised Learning for Face Recognition Zhonglin Sun Chen Feng Ioannis Patras Georgios Tzimiropoulos CVBM SSL 35 3 0 13 Mar 2024
VANP: Learning Where to See for Navigation with Self-Supervised Vision-Action Pre-Training Mohammad Nazeri Junzhe Wang Amirreza Payandeh Xuesu Xiao SSL ViT 52 6 0 12 Mar 2024
Learning Data Association for Multi-Object Tracking using Only Coordinates Mehdi Miah Guillaume-Alexandre Bilodeau Nicolas Saunier VOT 26 0 0 12 Mar 2024
Synth $^2$ : Boosting Visual-Language Models with Synthetic Captions and Image Embeddings Sahand Sharifzadeh Christos Kaplanis Shreya Pathak D. Kumaran Anastasija Ilić Jovana Mitrović Charles Blundell Andrea Banino VLM 51 9 0 12 Mar 2024
Intra-video Positive Pairs in Self-Supervised Learning for Ultrasound Blake Vanberlo Alexander Wong Jesse Hoey R. Arntfield 46 2 0 12 Mar 2024
CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised Transformers Shahaf Arica Or Rubin Sapir Gershov S. Laufer 37 6 0 12 Mar 2024
Deep-learning-based clustering of OCT images for biomarker discovery in age-related macular degeneration (Pinnacle study report 4) Robbie Holland Rebecca Kaye Ahmed M. Hagag Oliver Leingang Thomas R. P. Taylor ... H. Scholl Daniel Rueckert A. Lotery S. Sivaprasad M. Menten 21 4 0 12 Mar 2024
Spatiotemporal Representation Learning for Short and Long Medical Image Time Series Chengzhi Shen M. Menten Hrvoje Bogunović U. Schmidt-Erfurth H. Scholl S. Sivaprasad A. Lotery Daniel Rueckert Paul Hager Robbie Holland 40 2 0 12 Mar 2024
BID: Boundary-Interior Decoding for Unsupervised Temporal Action Localization Pre-Trainin Qihang Fang Chengcheng Tang Shugao Ma Yanchao Yang 45 1 0 12 Mar 2024
Graph Data Condensation via Self-expressive Graph Structure Reconstruction Zhanyu Liu Chaolv Zeng Guanjie Zheng DD 64 11 0 12 Mar 2024
Probabilistic Contrastive Learning for Long-Tailed Visual Recognition Chaoqun Du Yulin Wang Shiji Song Gao Huang 43 25 0 11 Mar 2024
Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement Che Liu Zhongwei Wan Ouyang Cheng Anand Shah Wenjia Bai Rossella Arcucci 42 29 0 11 Mar 2024
Distributionally Generative Augmentation for Fair Facial Attribute Classification Fengda Zhang Qianpei He Kun Kuang Jiashuo Liu Long Chen Chao-Xiang Wu Jun Xiao Hanwang Zhang CVBM 42 8 0 11 Mar 2024
OMH: Structured Sparsity via Optimally Matched Hierarchy for Unsupervised Semantic Segmentation Baran Ozaydin Tong Zhang Deblina Bhattacharjee Sabine Süsstrunk Mathieu Salzmann 34 1 0 11 Mar 2024
Joint-Embedding Masked Autoencoder for Self-supervised Learning of Dynamic Functional Connectivity from the Human Brain Jungwon Choi Hyungi Lee Byung-Hoon Kim Juho Lee 80 0 0 11 Mar 2024
Advancing Generalizable Remote Physiological Measurement through the Integration of Explicit and Implicit Prior Knowledge Yuting Zhang Haobo Lu Xin Liu Ying-Cong Chen Kaishun Wu 32 4 0 11 Mar 2024
LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations Mohammad Alkhalefi Georgios Leontidis Mingjun Zhong 65 2 0 11 Mar 2024
Understanding and Mitigating Human-Labelling Errors in Supervised Contrastive Learning Zijun Long Lipeng Zhuang George Killick R. McCreadie Gerardo Aragon Camarasa Paul Henderson NoLa 33 1 0 10 Mar 2024
$V_kD:$ Improving Knowledge Distillation using Orthogonal Projections Roy Miles Ismail Elezi Jiankang Deng 52 10 0 10 Mar 2024
Style Blind Domain Generalized Semantic Segmentation via Covariance Alignment and Semantic Consistence Contrastive Learning Woojin Ahn G. Yang H. Choi M. Lim 36 6 0 10 Mar 2024
Can Generative Models Improve Self-Supervised Representation Learning? Sana Ayromlou Arash Afkanpour Vahid Reza Khazaie Fereshteh Forghani 40 3 0 09 Mar 2024
TrafficGPT: Breaking the Token Barrier for Efficient Long Traffic Analysis and Generation Jian Qu Xiaobo Ma Jianfeng Li AI4TS 49 10 0 09 Mar 2024
Augmentations vs Algorithms: What Works in Self-Supervised Learning Warren Morningstar Alex Bijamov Chris Duvarney Luke Friedman Neha Kalibhat ... Philip Mansfield Renan A. Rojas-Gomez Karan Singhal Bradley Green Sushant Prakash SSL 38 10 0 08 Mar 2024
Poly-View Contrastive Learning Amitis Shidani Devon Hjelm Jason Ramapuram Russ Webb Eeshan Gunesh Dhekane Dan Busbridge VLM SSL 44 4 0 08 Mar 2024
JointMotion: Joint Self-supervision for Joint Motion Prediction Royden Wagner Ömer Sahin Tas Marvin Klemp Carlos Fernandez Lopez TTA 42 2 0 08 Mar 2024
Fine-tuning a Multiple Instance Learning Feature Extractor with Masked Context Modelling and Knowledge Distillation Juan Pisula Katarzyna Bozek 43 2 0 08 Mar 2024
Denoising Autoregressive Representation Learning Yazhe Li J. Bornschein Ting Chen DiffM 40 3 0 08 Mar 2024