Title
Self-Supervised Learning with Lie Symmetries for Partial Differential Equations Grégoire Mialon Q. Garrido Hannah Lawrence Danyal Rehman Yann LeCun B. Kiani SSL 109 26 0 11 Jul 2023
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Unbalanced Low-rank Optimal Transport Solvers M. Scetbon Michal Klein Giovanni Palla Marco Cuturi OT 80 5 0 31 May 2023
Contextual Vision Transformers for Robust Representation Learning Yu Bao Theofanis Karaletsos ViT 47 14 0 30 May 2023
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LowDINO -- A Low Parameter Self Supervised Learning Model Sai Krishna Prathapaneni Shvejan Shashank K. SrikarReddy 115 0 0 28 May 2023
Modulate Your Spectrum in Self-Supervised Learning Xi Weng Yu-Li Ni Tengwei Song Jie Luo Rao Muhammad Anwer Salman Khan Fahad Shahbaz Khan Lei Huang 80 5 0 26 May 2023
TVTSv2: Learning Out-of-the-box Spatiotemporal Visual Representations at Scale Ziyun Zeng Yixiao Ge Zhan Tong Xihui Liu Shutao Xia Ying Shan 82 9 0 23 May 2023
Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching Yang Liu Muzhi Zhu Hengtao Li Hao Chen Xinlong Wang Chunhua Shen VLM MLLM 181 90 0 22 May 2023
Neural Foundations of Mental Simulation: Future Prediction of Latent Representations on Dynamic Scenes Aran Nayebi R. Rajalingham M. Jazayeri G. R. Yang 76 20 0 19 May 2023
TSGM: A Flexible Framework for Generative Modeling of Synthetic Time Series Alexander Nikitin Letizia Iannucci Samuel Kaski TTA SyDa AI4TS 108 14 0 19 May 2023
Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation Models Zhimin Chen Longlong Jing Yingwei Li Bing Li 110 34 0 15 May 2023
CLImage: Human-Annotated Datasets for Complementary-Label Learning Hsiu-Hsuan Wang Tan-Ha Mai Nai-Xuan Ye Weiliang Lin Hsuan-Tien Lin 78 2 0 15 May 2023
Towards Applying Powerful Large AI Models in Classroom Teaching: Opportunities, Challenges and Prospects Kehui Tan Tianqi Pang Chenyou Fan Song Yu 68 16 0 05 May 2023
AttentionViz: A Global View of Transformer Attention Catherine Yeh Yida Chen Aoyu Wu Cynthia Chen Fernanda Viégas Martin Wattenberg ViT 79 55 0 04 May 2023
Learnable Ophthalmology SAM Zhongxi Qiu Yan Hu Heng Li Jiang-Dong Liu VLM MedIm 95 26 0 26 Apr 2023
Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on Aerial Lidar James M. Tolan Hung-I Yang Ben Nosarzewski Guillaume Couairon Huy Q. Vo ... Piotr Bojanowski T. Johns Brian White T. Tiecke Camille Couprie 103 113 0 14 Apr 2023
Multi-granularity Interaction Simulation for Unsupervised Interactive Segmentation Kehan Li Yian Zhao Zhennan Wang Ze-Long Cheng Peng Jin Xiang Ji Li-ming Yuan Chang-rui Liu Jie Chen 84 9 0 23 Mar 2023
Preventing Unauthorized AI Over-Analysis by Medical Image Adversarial Watermarking Xingxing Wei Bangzheng Pu Shiji Zhao Chen Chi Huazhu Fu MedIm 46 1 0 17 Mar 2023
Deep Learning Technique for Human Parsing: A Survey and Outlook Lu Yang Wenhe Jia Shane Li Q. Song ViT 143 20 0 01 Jan 2023
Towards Unsupervised Visual Reasoning: Do Off-The-Shelf Features Know How to Reason? Monika Wysoczañska Tom Monnier Tomasz Trzciñski David Picard ReLM OCL 73 1 0 20 Dec 2022
Location-Aware Self-Supervised Transformers for Semantic Segmentation Mathilde Caron N. Houlsby Cordelia Schmid ViT 70 14 0 05 Dec 2022
Trade-off Between Efficiency and Consistency for Removal-based Explanations Yifan Zhang Haowei He Zhiyuan Tan Yang Yuan FAtt 97 4 0 31 Oct 2022
Efficient Bayesian Updates for Deep Learning via Laplace Approximations Denis Huseljic M. Herde Lukas Rauch Paul Hahn Zhixin Huang D. Kottke S. Vogt Bernhard Sick BDL 69 0 0 12 Oct 2022
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 342 4,109 0 17 Jun 2020
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 386 3,750 0 28 Feb 2017