Exploring the Limits of Weakly Supervised Pretraining

2 May 2018

L. V. D. van der Maaten

VLM

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Papers citing "Exploring the Limits of Weakly Supervised Pretraining"

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Title
A Recipe for Improved Certifiable Robustness Kai Hu Klas Leino Zifan Wang Matt Fredrikson AAML 23 7 0 04 Oct 2023
Model2Scene: Learning 3D Scene Representation via Contrastive Language-CAD Models Pre-training Runnan Chen Xinge Zhu Nenglun Chen Dawei Wang Wei Li Yuexin Ma Ruigang Yang Tongliang Liu Wenping Wang 3DPC SSL 19 3 0 29 Sep 2023
Improving Facade Parsing with Vision Transformers and Line Integration Bowen Wang Jiaxing Zhang Ran Zhang Yunqin Li Liangzhi Li Yuta Nakashima ViT 21 17 0 27 Sep 2023
Masked Image Residual Learning for Scaling Deeper Vision Transformers Guoxi Huang Hongtao Fu A. Bors 26 7 0 25 Sep 2023
Exploiting CLIP-based Multi-modal Approach for Artwork Classification and Retrieval Alberto Baldrati Marco Bertini Tiberio Uricchio A. Bimbo CLIP VLM 23 1 0 21 Sep 2023
Multi-Context Dual Hyper-Prior Neural Image Compression Atefeh Khoshkhahtinat Ali Zafari P. Mehta Mohammad Akyash Hossein Kashiani Nasser M. Nasrabadi 27 6 0 19 Sep 2023
Pre-training on Synthetic Driving Data for Trajectory Prediction Yiheng Li Seth Z. Zhao Chenfeng Xu Chen Tang Chenran Li Mingyu Ding M. Tomizuka Wei Zhan 32 11 0 18 Sep 2023
SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels Henry Hengyuan Zhao Pichao Wang Yuyang Zhao Hao Luo F. Wang Mike Zheng Shou ViT 29 14 0 15 Sep 2023
Dynamic Visual Semantic Sub-Embeddings and Fast Re-Ranking Wenzhang Wei Zhipeng Gui Changguang Wu Anqi Zhao D. Peng Huayi Wu 16 0 0 15 Sep 2023
Large-scale Weakly Supervised Learning for Road Extraction from Satellite Imagery Shiqiao Meng Zonglin Di Siwei Yang Yin Wang 15 3 0 14 Sep 2023
LCReg: Long-Tailed Image Classification with Latent Categories based Recognition Weide Liu Zhonghua Wu Yiming Wang Henghui Ding Fayao Liu Jie Lin Guosheng Lin 28 14 0 13 Sep 2023
Contrastive Learning as Kernel Approximation Konstantinos Christopher Tsiolis SSL 18 0 0 06 Sep 2023
Learning to Taste: A Multimodal Wine Dataset Thoranna Bender Simon Moe Sorensen A. Kashani K. E. Hjorleifsson Grethe Hyldig Søren Hauberg Serge J. Belongie Frederik Warburg CoGe 14 2 0 31 Aug 2023
UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory Haiwen Diao Bo Wan Y. Zhang Xuecong Jia Huchuan Lu Long Chen VLM 31 18 0 28 Aug 2023
Uniformly Distributed Category Prototype-Guided Vision-Language Framework for Long-Tail Recognition Siming Fu Xiaoxuan He Xinpeng Ding Yuchen Cao Hualiang Wang VLM 27 6 0 24 Aug 2023
Disposable Transfer Learning for Selective Source Task Unlearning Seunghee Koh Hyounguk Shon Janghyeon Lee H. Hong Junmo Kim 19 2 0 19 Aug 2023
MarginMatch: Improving Semi-Supervised Learning with Pseudo-Margins Tiberiu Sosea Cornelia Caragea 14 12 0 17 Aug 2023
Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction Chenxin Xu R. Tan Yuhong Tan Siheng Chen Xinchao Wang Yanfeng Wang 3DH 43 20 0 17 Aug 2023
Towards Semi-supervised Learning with Non-random Missing Labels Yue Duan Zhen Zhao Lei Qi Luping Zhou Lei Wang Yinghuan Shi 24 9 0 17 Aug 2023
Boosting Semi-Supervised Learning by bridging high and low-confidence predictions Khanh-Binh Nguyen Joon-Sung Yang 22 7 0 15 Aug 2023
SCSC: Spatial Cross-scale Convolution Module to Strengthen both CNNs and Transformers Xijun Wang Xiaojie Chu Chunrui Han Xiangyu Zhang ViT 18 1 0 14 Aug 2023
High-Level Parallelism and Nested Features for Dynamic Inference Cost and Top-Down Attention A. Kelm Niels Hannemann Bruno Heberle Lucas Schmidt Tim Rolff Christian Wilms Ehsan Yaghoubi Simone Frintrop 13 0 0 09 Aug 2023
Hierarchical Visual Primitive Experts for Compositional Zero-Shot Learning H. Kim Jiyoung Lee S. Park K. Sohn CoGe 24 11 0 08 Aug 2023
Distributionally Robust Classification on a Data Budget Ben Feuer Ameya Joshi Minh Pham C. Hegde OOD 27 2 0 07 Aug 2023
DualCoOp++: Fast and Effective Adaptation to Multi-Label Recognition with Limited Annotations Ping Hu Ximeng Sun Stan Sclaroff Kate Saenko VLM 32 21 0 03 Aug 2023
Towards Imbalanced Large Scale Multi-label Classification with Partially Annotated Labels Xin Zhang Yuqi Song Fei Zuo Xiaofeng Wang 20 2 0 31 Jul 2023
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures Kun Yuan V. Srivastav Tong Yu Joël L. Lavanchy Pietro Mascagni Pietro Mascagni N. Padoy Nicolas Padoy 22 20 0 27 Jul 2023
MiDaS v3.1 -- A Model Zoo for Robust Monocular Relative Depth Estimation R. Birkl Diana Wofk Matthias Muller MDE 25 133 0 26 Jul 2023
E^2VPT: An Effective and Efficient Approach for Visual Prompt Tuning Cheng Han Qifan Wang Yiming Cui Zhiwen Cao Wenguan Wang Siyuan Qi Dongfang Liu VPVLM VLM 17 47 0 25 Jul 2023
Foundational Models Defining a New Era in Vision: A Survey and Outlook Muhammad Awais Muzammal Naseer Salman Khan Rao Muhammad Anwer Hisham Cholakkal M. Shah Ming Yang F. Khan VLM 26 118 0 25 Jul 2023
A Holistic Assessment of the Reliability of Machine Learning Systems Anthony Corso David Karamadian Romeo Valentin Mary Cooper Mykel J. Kochenderfer 28 6 0 20 Jul 2023
Self-Supervised Learning for WiFi CSI-Based Human Activity Recognition: A Systematic Study Ke Xu Jiangtao Wang Hongyuan Zhu Dingchang Zheng 19 5 0 19 Jul 2023
Alleviating the Effect of Data Imbalance on Adversarial Training Guanlin Li Guowen Xu Tianwei Zhang 17 2 0 14 Jul 2023
Class Instance Balanced Learning for Long-Tailed Classification Marc-Antoine Lavoie Steven Waslander 37 0 0 11 Jul 2023
Co-Learning Meets Stitch-Up for Noisy Multi-label Visual Recognition Chao Liang Zongxin Yang Linchao Zhu Yezhou Yang NoLa 11 8 0 03 Jul 2023
Subclass-balancing Contrastive Learning for Long-tailed Recognition Chengkai Hou Jieyu Zhang Hong Wang Tianyi Zhou 21 21 0 28 Jun 2023
Can Continual Learning Improve Long-Tailed Recognition? Toward a Unified Framework Mahdiyar Molahasani Michael A. Greenspan Ali Etemad 24 2 0 23 Jun 2023
MOFI: Learning Image Representations from Noisy Entity Annotated Images Wentao Wu Aleksei Timofeev Chen Chen Bowen Zhang Kun Duan ... Yantao Zheng Jonathon Shlens Xianzhi Du Zhe Gan Yinfei Yang VLM 18 7 0 13 Jun 2023
WSPAlign: Word Alignment Pre-training via Large-Scale Weakly Supervised Span Prediction Qiyu Wu Masaaki Nagata Yoshimasa Tsuruoka 19 5 0 09 Jun 2023
RDumb: A simple approach that questions our progress in continual test-time adaptation Ori Press Steffen Schneider Matthias Kümmerer Matthias Bethge TTA 20 26 0 08 Jun 2023
Improved Probabilistic Image-Text Representations Sanghyuk Chun VLM 31 26 0 29 May 2023
Three Towers: Flexible Contrastive Learning with Pretrained Image Models Jannik Kossen Mark Collier Basil Mustafa Xiao Wang Xiaohua Zhai Lucas Beyer Andreas Steiner Jesse Berent Rodolphe Jenatton Efi Kokiopoulou VLM 37 11 0 26 May 2023
On the Trade-off of Intra-/Inter-class Diversity for Supervised Pre-training Jieyu Zhang Bohan Wang Zhengyu Hu Pang Wei Koh Alexander Ratner 20 10 0 20 May 2023
Efficient ConvBN Blocks for Transfer Learning and Beyond Kaichao You Guo Qin Anchang Bao Mengsi Cao Ping-Chia Huang Jiulong Shan Mingsheng Long 23 1 0 19 May 2023
Adjusting Logit in Gaussian Form for Long-Tailed Visual Recognition Mengke Li Y. Cheung Yang Lu Zhikai Hu Weichao Lan Hui Huang 24 5 0 18 May 2023
Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right? Hasan Hammoud Ameya Prabhu Ser-Nam Lim Philip H. S. Torr Adel Bibi Bernard Ghanem CLL 100 16 0 16 May 2023
Online Continual Learning Without the Storage Constraint Ameya Prabhu Zhipeng Cai P. Dokania Philip H. S. Torr V. Koltun Ozan Sener CLL 118 31 0 16 May 2023
An Inverse Scaling Law for CLIP Training Xianhang Li Zeyu Wang Cihang Xie VLM CLIP 40 54 0 11 May 2023
Enhancing Clinical Predictive Modeling through Model Complexity-Driven Class Proportion Tuning for Class Imbalanced Data: An Empirical Study on Opioid Overdose Prediction Yinan Liu Xinyu Dong Weimin Lyu R. Rosenthal Rachel Wong Tengfei Ma Fusheng Wang 22 0 0 09 May 2023
ImageBind: One Embedding Space To Bind Them All Rohit Girdhar Alaaeldin El-Nouby Zhuang Liu Mannat Singh Kalyan Vasudev Alwala Armand Joulin Ishan Misra VLM 34 841 0 09 May 2023