Title
Multi-Token Enhancing for Vision Representation Learning Zhong-Yu Li Yu-Song Hu Bo Yin Ming-Ming Cheng 66 1 0 24 Nov 2024
PR-MIM: Delving Deeper into Partial Reconstruction in Masked Image Modeling Zhong-Yu Li Yunheng Li Deng-Ping Fan Ming-Ming Cheng 71 0 0 24 Nov 2024
A Survey of Recent Advances and Challenges in Deep Audio-Visual Correlation Learning Luis Vilaca Yi Yu Paula Vinan 75 0 0 24 Nov 2024
Uni-Mlip: Unified Self-supervision for Medical Vision Language Pre-training Ameera Bawazir Kebin Wu Wenbin Li CLIP 77 1 0 20 Nov 2024
KDC-MAE: Knowledge Distilled Contrastive Mask Auto-Encoder Maheswar Bora Saurabh Atreya Aritra Mukherjee Abhijit Das 92 0 0 19 Nov 2024
CLIC: Contrastive Learning Framework for Unsupervised Image Complexity Representation Shipeng Liu Liang Zhao Dengfeng Chen SSL 115 1 0 19 Nov 2024
Relational Contrastive Learning and Masked Image Modeling for Scene Text Recognition T. Lin Jinglei Zhang Yi Xu Kai Chen Rui Zhang C. L. P. Chen 38 0 0 18 Nov 2024
DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization C. Koutlis Symeon Papadopoulos 58 2 0 15 Nov 2024
Long-Tailed Object Detection Pre-training: Dynamic Rebalancing Contrastive Learning with Dual Reconstruction Chen-Long Duan Yong Li Xiu-Shen Wei Lin Zhao 36 1 0 14 Nov 2024
Harnessing Vision Foundation Models for High-Performance, Training-Free Open Vocabulary Segmentation Yuheng Shi Minjing Dong Chang Xu VLM 37 1 0 14 Nov 2024
Physics Informed Distillation for Diffusion Models Joshua Tian Jin Tee Kang Zhang Hee Suk Yoon Dhananjaya N. Gowda Chanwoo Kim Chang-Dong Yoo DiffM 57 2 0 13 Nov 2024
Automatic dataset shift identification to support root cause analysis of AI performance drift Mélanie Roschewitz Raghav Mehta Charles Jones Ben Glocker OOD 33 2 0 12 Nov 2024
Past, Present, and Future of Sensor-Based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task H. Haresamudram Chi Ian Tang Sungho Suh P. Lukowicz Thomas Ploetz 74 2 0 11 Nov 2024
Neuromodulated Meta-Learning Jingyao Wang Huijie Guo Wenwen Qiang Jiangmeng Li Changwen Zheng Hui Xiong Gang Hua 61 0 0 11 Nov 2024
Learning from Different Samples: A Source-free Framework for Semi-supervised Domain Adaptation Xinyang Huang Chuang Zhu Bowen Zhang Shanghang Zhang 26 1 0 11 Nov 2024
Bridge: A Unified Framework to Knowledge Graph Completion via Language Models and Knowledge Representation Qiao Qiao Yuepei Li Qing Wang Kang Zhou Qi Li 39 0 0 11 Nov 2024
Understanding the Role of Equivariance in Self-supervised Learning Yifei Wang Kaiwen Hu Sharut Gupta Ziyu Ye Yisen Wang Stefanie Jegelka SSL 44 2 0 10 Nov 2024
Recurrent Joint Embedding Predictive Architecture with Recurrent Forward Propagation Learning O. M. Velarde Lucas Parra 69 0 0 10 Nov 2024
Pattern Integration and Enhancement Vision Transformer for Self-Supervised Learning in Remote Sensing Kaixuan Lu Ruiqian Zhang Xiao Huang Yuxing Xie Xiaogang Ning Hanchao Zhang Mengke Yuan Pan Zhang Tao Wang Tongkui Liao 32 0 0 09 Nov 2024
A Contrastive Self-Supervised Learning scheme for beat tracking amenable to few-shot learning Antonin Gagnere Geoffroy Peeters S. Essid 30 1 0 06 Nov 2024
Judge Like a Real Doctor: Dual Teacher Sample Consistency Framework for Semi-supervised Medical Image Classification Zhang Qixiang Yang Yuxiang Zu Chen Zhang Jianjia Wu Xi Zhou Jiliu Wang Yan 37 0 0 05 Nov 2024
Unified Speech Recognition: A Single Model for Auditory, Visual, and Audiovisual Inputs A. Haliassos Rodrigo Mira Honglie Chen Zoe Landgraf Stavros Petridis M. Pantic SSL 35 5 0 04 Nov 2024
Seq-VCR: Preventing Collapse in Intermediate Transformer Representations for Enhanced Reasoning Md Rifat Arefin G. Subbaraj Nicolas Angelard-Gontier Yann LeCun Irina Rish Ravid Shwartz-Ziv C. Pal LRM 126 0 0 04 Nov 2024
Meta-Exploiting Frequency Prior for Cross-Domain Few-Shot Learning Fei Zhou Peng Wang Lei Zhang Z. Chen Wei Wei Chen Ding Guosheng Lin Yanning Zhang 27 1 0 03 Nov 2024
Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization Junlin He Jinxiao Du Wei Ma SSL 35 0 0 01 Nov 2024
Sparsh: Self-supervised touch representations for vision-based tactile sensing Carolina Higuera Akash Sharma Chaithanya Krishna Bodduluri Taosha Fan Patrick E. Lancaster ... Michael Kaess Byron Boots Mike Lambeta Tingfan Wu Mustafa Mukadam 36 11 0 31 Oct 2024
JEMA: A Joint Embedding Framework for Scalable Co-Learning with Multimodal Alignment Joao Sousa Roya Darabi A. A. Sousa Frank Brueckner Luís Paulo Reis Ana Reis 26 2 0 31 Oct 2024
BioNCERE: Non-Contrastive Enhancement For Relation Extraction In Biomedical Texts Farshad Noravesh 36 0 0 31 Oct 2024
EchoFM: Foundation Model for Generalizable Echocardiogram Analysis Sekeun Kim Pengfei Jin S. Song Cheng Chen Yiwei Li Hui Ren Xiang Li Tianming Liu Quanzheng Li 39 0 0 30 Oct 2024
HEX: Hierarchical Emergence Exploitation in Self-Supervised Algorithms Kiran Kokilepersaud Seulgi Kim M. Prabhushankar Ghassan AlRegib 33 0 0 30 Oct 2024
S3PT: Scene Semantics and Structure Guided Clustering to Boost Self-Supervised Pre-Training for Autonomous Driving Maciej K. Wozniak Hariprasath Govindarajan Marvin Klingner Camille Maurice B Ravi Kiran S. Yogamani 3DPC 49 1 0 30 Oct 2024
Dataset Awareness is not Enough: Implementing Sample-level Tail Encouragement in Long-tailed Self-supervised Learning Haowen Xiao Guanghui Liu Xinyi Gao Yang Li Fengmao Lv Jielei Chu 25 0 0 30 Oct 2024
A Fresh Look at Generalized Category Discovery through Non-negative Matrix Factorization Zhong Ji S. M. I. Simon X. Yang Jingren Liu Yanwei Pang Jungong Han 31 0 0 29 Oct 2024
SimSiam Naming Game: A Unified Approach for Representation Learning and Emergent Communication Nguyen Le Hoang T. Taniguchi Fang Tianwei Akira Taniguchi 27 1 0 29 Oct 2024
Multi-modal AI for comprehensive breast cancer prognostication Jan Witowski Ken Zeng Joseph Cappadona Jailan Elayoubi Elena Diana Chiru ... Adam Brufsky Francisco J. Esteva Lajos Pusztai Yann LeCun Krzysztof J. Geras 16 1 0 28 Oct 2024
Accelerating Augmentation Invariance Pretraining Jinhong Lin Cheng-En Wu Yibing Wei Pedro Morgado ViT 30 1 0 27 Oct 2024
PaPaGei: Open Foundation Models for Optical Physiological Signals Arvind Pillai Dimitris Spathis F. Kawsar Mohammad Malekzadeh VLM 37 7 0 27 Oct 2024
Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning Shentong Mo Shengbang Tong 37 1 0 25 Oct 2024
Rethinking Positive Pairs in Contrastive Learning Jiantao Wu Shentong Mo Zhenhua Feng Sara Atito Josef Kitler Muhammad Awais SSL VLM 46 3 0 23 Oct 2024
Bridging the Gaps: Utilizing Unlabeled Face Recognition Datasets to Boost Semi-Supervised Facial Expression Recognition Jie Song Mengqiao He Jinhua Feng B. S. 22 0 0 23 Oct 2024
SRA: A Novel Method to Improve Feature Embedding in Self-supervised Learning for Histopathological Images Hamid Manoochehri Bodong Zhang Beatrice S. Knudsen Tolga Tasdizen 26 0 0 23 Oct 2024
SigCLR: Sigmoid Contrastive Learning of Visual Representations Ömer Veysel Çağatan 18 0 0 22 Oct 2024
Uncovering RL Integration in SSL Loss: Objective-Specific Implications for Data-Efficient RL Ömer Veysel Çağatan Barış Akgün OffRL 34 0 0 22 Oct 2024
Benchmarking Pathology Foundation Models: Adaptation Strategies and Scenarios Jeaung Lee Jeewoo Lim Keunho Byeon Jin Tae Kwak 40 3 0 21 Oct 2024
Contrastive random lead coding for channel-agnostic self-supervision of biosignals Thea Brusch Mikkel N. Schmidt T. S. Alstrøm SSL 13 0 0 21 Oct 2024
Exploring Stronger Transformer Representation Learning for Occluded Person Re-Identification Zhangjian Ji Donglin Cheng K. Feng ViT 26 0 0 21 Oct 2024
TIPS: Text-Image Pretraining with Spatial awareness Kevis-Kokitsi Maninis Kaifeng Chen Soham Ghosh Arjun Karpur Koert Chen ... Jan Dlabal Dan Gnanapragasam Mojtaba Seyedhosseini Howard Zhou Andre Araujo VLM 35 3 0 21 Oct 2024
Dynamic Contrastive Learning for Time Series Representation Abdul-Kazeem Shamba Kerstin Bach Gavin Taylor AI4TS 29 0 0 20 Oct 2024
CAGE: Causal Attention Enables Data-Efficient Generalizable Robotic Manipulation Shangning Xia Hongjie Fang Hao-Shu Fang Cewu Lu CML 29 5 0 19 Oct 2024
BiGR: Harnessing Binary Latent Codes for Image Generation and Improved Visual Representation Capabilities Shaozhe Hao Xuantong Liu Xianbiao Qi Shihao Zhao Bojia Zi Rong Xiao Kai Han Kwan-Yee K. Wong 45 3 0 18 Oct 2024