Title
Canonical Representation and Force-Based Pretraining of 3D Tactile for Dexterous Visuo-Tactile Policy Learning Tianhao Wu Jinzhou Li Jiyao Zhang Mingdong Wu Hao Dong SSL 31 4 0 26 Sep 2024
Walker: Self-supervised Multiple Object Tracking by Walking on Temporal Appearance Graphs Mattia Segu Luigi Piccinelli Siyuan Li Luc Van Gool Fisher Yu Bernt Schiele VOT 34 2 0 25 Sep 2024
Face Forgery Detection with Elaborate Backbone Zonghui Guo Y. Liu Jie Zhang Haiyong Zheng Shiguang Shan AAML CVBM 28 1 0 25 Sep 2024
Semi-LLIE: Semi-supervised Contrastive Learning with Mamba-based Low-light Image Enhancement Guanlin Li Ke Zhang Ting Wang Ming Li Bin Zhao Xuelong Li 16 0 0 25 Sep 2024
EMIT- Event-Based Masked Auto Encoding for Irregular Time Series Hrishikesh Patel Ruihong Qiu Adam Irwin Shazia Sadiq Sen Wang AI4TS 30 1 0 25 Sep 2024
Patch-Based Contrastive Learning and Memory Consolidation for Online Unsupervised Continual Learning Cameron Taylor Vassilis Vassiliades C. Dovrolis CLL 31 0 0 24 Sep 2024
DIAL: Dense Image-text ALignment for Weakly Supervised Semantic Segmentation Soojin Jang Jungmin Yun Junehyoung Kwon Eunju Lee Youngbin Kim 40 3 0 24 Sep 2024
Enabling Tensor Decomposition for Time-Series Classification via A Simple Pseudo-Laplacian Contrast Man Li Ziyue Li Lijun Sun Fugee Tsung AI4TS 23 1 0 23 Sep 2024
Hierarchical end-to-end autonomous navigation through few-shot waypoint detection A. Ghafourian Zhongying CuiZhu Debo Shi Ian Chuang François Charette Rithik Sachdeva Iman Soltani 32 1 0 23 Sep 2024
DynaMo: In-Domain Dynamics Pretraining for Visuo-Motor Control Zichen Jeff Cui Hengkai Pan Aadhithya Iyer Siddhant Haldar Lerrel Pinto VGen 26 10 0 18 Sep 2024
CLIP Adaptation by Intra-modal Overlap Reduction A. Kravets V. Namboodiri VLM 32 0 0 17 Sep 2024
Surveying the MLLM Landscape: A Meta-Review of Current Surveys Ming Li Keyu Chen Ziqian Bi Ming Liu Benji Peng ... Jinlang Wang Sen Zhang X. Pan Jiawei Xu Pohsun Feng OffRL 39 2 0 17 Sep 2024
Sparks of Artificial General Intelligence(AGI) in Semiconductor Material Science: Early Explorations into the Next Frontier of Generative AI-Assisted Electron Micrograph Analysis Sakhinana Sagar Srinivas Geethan Sannidhi Sreeja Gangasani Chidaksh Ravuru Venkataramana Runkana 33 0 0 17 Sep 2024
Context-Aware Predictive Coding: A Representation Learning Framework for WiFi Sensing B. Barahimi Hina Tabassum M. Omer Omer Waqar SSL 27 0 0 16 Sep 2024
Learning Semi-Supervised Medical Image Segmentation from Spatial Registration Qianying Liu Paul Henderson Xiao Gu Hang Dai F. Deligianni 38 0 0 16 Sep 2024
Self-Supervised Syllable Discovery Based on Speaker-Disentangled HuBERT Ryota Komatsu Takahiro Shinozaki SSL 34 1 0 16 Sep 2024
Learning Latent Wireless Dynamics from Channel State Information Charbel Bou Chaaya Abanoub M. Girgis Mehdi Bennis 26 1 0 16 Sep 2024
Robust image representations with counterfactual contrastive learning Mélanie Roschewitz Fabio De Sousa Ribeiro Tian Xia G. Khara Ben Glocker OOD MedIm 47 2 0 16 Sep 2024
Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning Amin Karimi Monsefi Mengxi Zhou Nastaran Karimi Monsefi Ser-Nam Lim Wei-Lun Chao R. Ramnath 44 1 0 16 Sep 2024
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 36 0 0 13 Sep 2024
SimMAT: Exploring Transferability from Vision Foundation Models to Any Image Modality Chenyang Lei Liyi Chen Jun Cen Xiao Chen Zhen Lei Felix Heide Ziwei Liu Qifeng Chen Zhaoxiang Zhang 47 0 0 12 Sep 2024
Multiplex Graph Contrastive Learning with Soft Negatives Zhenhao Zhao Minhong Zhu Chen Wang Sijia Wang Jiqiang Zhang Li Chen Weiran Cai 29 0 0 12 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
Unsupervised Point Cloud Registration with Self-Distillation Christian Lowens Thorben Funke André Wagner A. P. Condurache 3DPC 25 1 0 11 Sep 2024
Bridging Domain Gap of Point Cloud Representations via Self-Supervised Geometric Augmentation Li Yu Hongchao Zhong Longkun Zou Ke Chen Pan Gao 3DPC 36 0 0 11 Sep 2024
How Molecules Impact Cells: Unlocking Contrastive PhenoMolecular Retrieval Philip Fradkin Puria Azadi Karush Suri Frederik Wenkel A. Bashashati Maciej Sypetkowski Dominique Beaini 33 1 0 10 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 20 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
Bottleneck-based Encoder-decoder ARchitecture (BEAR) for Learning Unbiased Consumer-to-Consumer Image Representations Pablo Rivas Gisela Bichler Tomas Cerny Laurie Giddens S. Petter SSL 19 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 35 6 0 10 Sep 2024
AMNS: Attention-Weighted Selective Mask and Noise Label Suppression for Text-to-Image Person Retrieval Runqing Zhang Xue Zhou 38 1 0 10 Sep 2024
ReL-SAR: Representation Learning for Skeleton Action Recognition with Convolutional Transformers and BYOL Safwen Naimi W. Bouachir Guillaume-Alexandre Bilodeau ViT 34 3 0 09 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
Dual-Level Cross-Modal Contrastive Clustering Haixin Zhang Yongjun Li Dong Huang VLM 32 0 0 06 Sep 2024
Efficient Training of Large Vision Models via Advanced Automated Progressive Learning Changlin Li Jiawei Zhang Sihao Lin Zongxin Yang Junwei Liang Xiaodan Liang Xiaojun Chang VLM 23 0 0 06 Sep 2024
Few-Shot Continual Learning for Activity Recognition in Classroom Surveillance Images Yilei Qian Kanglei Geng Kailong Chen Shaoxu Cheng Linfeng XU Hongliang Li Fanman Meng Q. Wu CLL 15 0 0 05 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 70 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 34 1 0 04 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
Enhancing Fine-Grained Visual Recognition in the Low-Data Regime Through Feature Magnitude Regularization Avraham Chapman Haiming Xu Lingqiao Liu 33 0 0 03 Sep 2024
Sync from the Sea: Retrieving Alignable Videos from Large-Scale Datasets Ishan Rajendrakumar Dave Fabian Caba Heilbron Mubarak Shah Simon Jenni 38 1 0 02 Sep 2024
An Examination of Offline-Trained Encoders in Vision-Based Deep Reinforcement Learning for Autonomous Driving S. Mohammed Alp Argun Nicolas Bonnotte Gerd Ascheid OffRL 28 0 0 02 Sep 2024
EEG-Language Modeling for Pathology Detection Sam Gijsen Kerstin Ritter 41 0 0 02 Sep 2024
Image-to-Lidar Relational Distillation for Autonomous Driving Data Anas Mahmoud Ali Harakeh Steven Waslander 21 0 0 01 Sep 2024
BTMuda: A Bi-level Multi-source unsupervised domain adaptation framework for breast cancer diagnosis Yuxiang Yang Xinyi Zeng Pinxian Zeng Binyu Yan Xi Wu Jiliu Zhou Yan Wang OOD 23 1 0 30 Aug 2024
A Survey of the Self Supervised Learning Mechanisms for Vision Transformers Asifullah Khan A. Sohail M. Fiaz Mehdi Hassan Tariq Habib Afridi ... Muhammad Zaigham Zaheer Kamran Ali Tangina Sultana Ziaurrehman Tanoli Naeem Akhter 45 3 0 30 Aug 2024
Contrastive Learning with Synthetic Positives Dewen Zeng Yawen Wu Xinrong Hu Xiaowei Xu Yiyu Shi SyDa SSL 48 1 0 30 Aug 2024
VLM-KD: Knowledge Distillation from VLM for Long-Tail Visual Recognition Zaiwei Zhang Gregory P. Meyer Zhichao Lu Ashish Shrivastava Avinash Ravichandran Eric M. Wolff VLM 38 2 0 29 Aug 2024