Title
Diffusion Model Meets Non-Exemplar Class-Incremental Learning and Beyond Jichuan Zhang Yali Li Xin Liu Shengjin Wang DiffM 41 0 0 06 Aug 2024
Stem-JEPA: A Joint-Embedding Predictive Architecture for Musical Stem Compatibility Estimation Alain Riou Stefan Lattner Gaëtan Hadjeres Michael Anslow Geoffroy Peeters 40 2 0 05 Aug 2024
Contrastive Learning and Abstract Concepts: The Case of Natural Numbers Daniel N. Nissani SSL 19 0 0 05 Aug 2024
Unsupervised Representation Learning by Balanced Self Attention Matching Daniel Shalam Simon Korman SSL 38 0 0 04 Aug 2024
Masked Angle-Aware Autoencoder for Remote Sensing Images Zhihao Li B. Hou Siteng Ma Zitong Wu Xianpeng Guo Bo Ren Licheng Jiao 43 11 0 04 Aug 2024
Downstream Transfer Attack: Adversarial Attacks on Downstream Models with Pre-trained Vision Transformers Weijie Zheng Xingjun Ma Hanxun Huang Zuxuan Wu Yu-Gang Jiang AAML 32 0 0 03 Aug 2024
POA: Pre-training Once for Models of All Sizes Yingying Zhang Xin Guo Jiangwei Lao Lei Yu Lixiang Ru Jian Wang Guo Ye Huimei He Jingdong Chen Ming Yang 65 1 0 02 Aug 2024
Virchow2: Scaling Self-Supervised Mixed Magnification Models in Pathology Eric Zimmermann Eugene Vorontsov Julian Viret Adam Casson Michal Zelechowski ... Razik Yousfi Thomas J. Fuchs Nicolò Fusi Siqi Liu Kristen Severson MedIm 33 29 0 01 Aug 2024
AMAES: Augmented Masked Autoencoder Pretraining on Public Brain MRI Data for 3D-Native Segmentation Asbjorn Munk Jakob Ambsdorf S. Llambias Mads Nielsen 30 4 0 01 Aug 2024
What comes after transformers? -- A selective survey connecting ideas in deep learning Johannes Schneider AI4CE 35 2 0 01 Aug 2024
Leveraging Self-Supervised Learning for Fetal Cardiac Planes Classification using Ultrasound Scan Videos Joseph Geo Benjamin Mothilal Asokan Amna Alhosani Hussain Alasmawi Werner Gerhard Diehl Leanne Bricker Karthik Nandakumar Mohammad Yaqub 32 0 0 31 Jul 2024
ProSpec RL: Plan Ahead, then Execute Liangliang Liu Huiyu Duan Liu Yang Rujia Shen Yi Lin Chaoran Kong Lian Yan P. Callet OffRL 35 0 0 31 Jul 2024
Image Re-Identification: Where Self-supervision Meets Vision-Language Learning Bin Wang Yuying Liang Lei Cai Huakun Huang Huanqiang Zeng VLM LRM 32 0 0 30 Jul 2024
Improving 2D Feature Representations by 3D-Aware Fine-Tuning Yuanwen Yue Anurag Das Francis Engelmann Siyu Tang J. E. Lenssen 48 24 0 29 Jul 2024
Deep Companion Learning: Enhancing Generalization Through Historical Consistency Ruizhao Zhu Venkatesh Saligrama FedML 29 0 0 26 Jul 2024
A Survey on Cell Nuclei Instance Segmentation and Classification: Leveraging Context and Attention João D. Nunes D. Montezuma Domingos Oliveira Tania Pereira Jaime S. Cardoso 49 1 0 26 Jul 2024
FedUD: Exploiting Unaligned Data for Cross-Platform Federated Click-Through Rate Prediction Wentao Ouyang Rui Dong Ri Tao Xiangzheng Liu FedML 23 2 0 26 Jul 2024
DINOv2 Rocks Geological Image Analysis: Classification, Segmentation, and Interpretability Florent Brondolo Samuel Beaussant AI4CE 26 0 0 25 Jul 2024
Balancing Complementarity and Consistency via Delayed Activation in Incomplete Multi-view Clustering Bo Li 29 1 0 25 Jul 2024
DualFed: Enjoying both Generalization and Personalization in Federated Learning via Hierachical Representations Guogang Zhu Xuefeng Liu Jianwei Niu Shaojie Tang Xinghao Wu Jiayuan Zhang AI4CE 47 1 0 25 Jul 2024
Unsqueeze [CLS] Bottleneck to Learn Rich Representations Qing Su Shihao Ji 26 0 0 24 Jul 2024
PEEKABOO: Hiding parts of an image for unsupervised object localization Hasib Zunair u 24 A.BenHamza SSL 36 0 0 24 Jul 2024
Contrastive Learning Is Not Optimal for Quasiperiodic Time Series A. Atienza J. Bardram S. Puthusserypady BDL AI4TS 33 2 0 24 Jul 2024
SINDER: Repairing the Singular Defects of DINOv2 Haoqian Wang Tong Zhang Mathieu Salzmann 34 1 0 23 Jul 2024
A Simulation Benchmark for Autonomous Racing with Large-Scale Human Data Adrian Remonda Nicklas Hansen Ayoub Raji Nicola Musiu Marko Bertogna Eduardo E. Veas Xiaolong Wang 40 5 0 23 Jul 2024
COALA: A Practical and Vision-Centric Federated Learning Platform Weiming Zhuang Jian Xu Chen Chen Jingtao Li Lingjuan Lyu VLM FedML 76 4 0 23 Jul 2024
Towards Latent Masked Image Modeling for Self-Supervised Visual Representation Learning Yibing Wei Abhinav Gupta Pedro Morgado SSL 47 7 0 22 Jul 2024
Learning to Manipulate Anywhere: A Visual Generalizable Framework For Reinforcement Learning Zhecheng Yuan Tianming Wei Shuiqi Cheng Gu Zhang Yuanpei Chen Huazhe Xu 48 22 0 22 Jul 2024
Offline Imitation Learning Through Graph Search and Retrieval Zhao-Heng Yin Pieter Abbeel OffRL 45 3 0 22 Jul 2024
Sim-CLIP: Unsupervised Siamese Adversarial Fine-Tuning for Robust and Semantically-Rich Vision-Language Models Md Zarif Hossain Ahmed Imteaj VLM AAML 39 4 0 20 Jul 2024
On Learning Discriminative Features from Synthesized Data for Self-Supervised Fine-Grained Visual Recognition Zihu Wang Lingqiao Liu Scott Ricardo Figueroa Weston Samuel Tian Peng Li 33 2 0 19 Jul 2024
Advancing Melanoma Diagnosis with Self-Supervised Neural Networks: Evaluating the Effectiveness of Different Techniques Srivishnu Vusirikala Suraj Rajendran SSL 9 0 0 19 Jul 2024
Self-Supervised Video Representation Learning in a Heuristic Decoupled Perspective Zeen Song Jingyao Wang Jianqi Zhang Changwen Zheng Wenwen Qiang SSL 62 0 0 19 Jul 2024
Temporal Representation Learning for Stock Similarities and Its Applications in Investment Management Yoon-Jeong Hwang Stefan Zohren Yongjae Lee AIFin 38 1 0 18 Jul 2024
ColorMAE: Exploring data-independent masking strategies in Masked AutoEncoders Carlos Hinojosa Shuming Liu Bernard Ghanem 26 2 0 17 Jul 2024
Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection Mahdi Gilany Mohamed Harmanani P. Wilson Minh Nguyen Nhat To A. Jamzad Fahimeh Fooladgar Brian Wodlinger Purang Abolmaesumi Parvin Mousavi OOD 33 0 0 17 Jul 2024
Missing Modality Prediction for Unpaired Multimodal Learning via Joint Embedding of Unimodal Models Donggeun Kim Taesup Kim 26 4 0 17 Jul 2024
Progressive Proxy Anchor Propagation for Unsupervised Semantic Segmentation Hyun Seok Seong WonJun Moon Subeen Lee Jae-Pil Heo 40 0 0 17 Jul 2024
VideoClusterNet: Self-Supervised and Adaptive Clustering For Videos Devesh Walawalkar Pablo Garrido CVBM 44 0 0 16 Jul 2024
A Closer Look at Benchmarking Self-Supervised Pre-training with Image Classification Markus Marks Manuel Knott Neehar Kondapaneni Elijah Cole T. Defraeye Fernando Pérez-Cruz Pietro Perona SSL 45 2 0 16 Jul 2024
Mitigating Background Shift in Class-Incremental Semantic Segmentation Gilhan Park WonJun Moon Subeen Lee Tae-Young Kim Jae-Pil Heo CLL VLM 31 0 0 16 Jul 2024
Crowd-SAM: SAM as a Smart Annotator for Object Detection in Crowded Scenes Zhi Cai Yingjie Gao Yaoyan Zheng Nan Zhou Di Huang VLM 44 5 0 16 Jul 2024
EndoFinder: Online Image Retrieval for Explainable Colorectal Polyp Diagnosis Ruijie Yang Yan Zhu Peiyao Fu Yizhe Zhang Zhihua Wang Quanlin Li Pinghong Zhou Xian Yang Shuo Wang MedIm 29 0 0 16 Jul 2024
Efficient Unsupervised Visual Representation Learning with Explicit Cluster Balancing Ioannis Maniadis Metaxas Georgios Tzimiropoulos Ioannis Patras SSL 29 0 0 15 Jul 2024
STARS: Self-supervised Tuning for 3D Action Recognition in Skeleton Sequences Soroush Mehraban Mohammad Javad Rajabi Babak Taati 3DPC 29 0 0 15 Jul 2024
When Heterophily Meets Heterogeneity: New Graph Benchmarks and Effective Methods Junhong Lin Xiaojie Guo Shuaicheng Zhang Dawei Zhou Yada Zhu Julian Shun 38 1 0 15 Jul 2024
Wicked Oddities: Selectively Poisoning for Effective Clean-Label Backdoor Attacks Quang H. Nguyen Nguyen Ngoc-Hieu The-Anh Ta Thanh Nguyen-Tang Kok-Seng Wong Hoang Thanh-Tung Khoa D. Doan AAML 33 2 0 15 Jul 2024
Joint-Embedding Predictive Architecture for Self-Supervised Learning of Mask Classification Architecture Donghee Kim Sungduk Cho Hyeonwoo Cho Chanmin Park Jinyoung Kim Won Hwa Kim 50 0 0 15 Jul 2024
Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-Labels Yinsheng He Xingyu Li Roger J. Zemp VLM 38 0 0 14 Jul 2024
MutDet: Mutually Optimizing Pre-training for Remote Sensing Object Detection Ziyue Huang Yongchao Feng Qingjie Liu Yunhong Wang ViT 64 1 0 13 Jul 2024