Exploring the Limits of Weakly Supervised Pretraining

2 May 2018

Laurens van der Maaten

VLM

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Papers citing "Exploring the Limits of Weakly Supervised Pretraining"

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RetailKLIP : Finetuning OpenCLIP backbone using metric learning on a single GPU for Zero-shot retail product image classification Muktabh Mayank Srivastava VLM 192 3 0 16 Dec 2023
SeiT++: Masked Token Modeling Improves Storage-efficient TrainingEuropean Conference on Computer Vision (ECCV), 2023 Min-Seob Lee Song Park Byeongho Heo Dongyoon Han Hyunjung Shim MQ VLM 376 2 0 15 Dec 2023
Jumpstarting Surgical Computer VisionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Deepak Alapatt Aditya Murali V. Srivastav Pietro Mascagni AI4SafeChole Consortium N. Padoy 192 8 0 10 Dec 2023
ImbaGCD: Imbalanced Generalized Category Discovery Ziyun Li Ben Dai Furkan Simsek Christoph Meinel Haojin Yang 187 5 0 04 Dec 2023
Long-Tail Learning with Rebalanced Contrastive Loss Charika De Alvis Dishanika Denipitiyage Suranga Seneviratne 290 2 0 04 Dec 2023
Brainformer: Mimic Human Visual Brain Functions to Machine Vision Models via fMRI Xuan-Bac Nguyen Pawan Sinha Arabinda Kumar Choudhary Samee U. Khan Khoa Luu ViT MedIm 320 4 0 30 Nov 2023
Adaptive Training Distributions with Scalable Online Bilevel Optimization David Grangier Pierre Ablin Awni Y. Hannun 190 12 0 20 Nov 2023
Beyond Boundaries: A Comprehensive Survey of Transferable Attacks on AI Systems Guangjing Wang Ce Zhou Yuanda Wang Bocheng Chen Hanqing Guo Qiben Yan AAML SILM 423 6 0 20 Nov 2023
From Categories to Classifier: Name-Only Continual Learning by Exploring the Web Christian Schroeder de Witt Hasan Hammoud Ser-Nam Lim Guohao Li Juil Sock Adel Bibi CLL 306 4 0 19 Nov 2023
First Tragedy, then Parse: History Repeats Itself in the New Era of Large Language Models Naomi Saphra Eve Fleisig Kyunghyun Cho Adam Lopez LRM 303 8 0 08 Nov 2023
Exploring Dataset-Scale Indicators of Data Quality Ben Feuer Chinmay Hegde 167 1 0 07 Nov 2023
Leave No Stone Unturned: Mine Extra Knowledge for Imbalanced Facial Expression RecognitionNeural Information Processing Systems (NeurIPS), 2023 Yuhang Zhang Yaqi Li Lixiong Qin Xuannan Liu Weihong Deng 219 32 0 30 Oct 2023
A Challenge in Reweighting Data with Bilevel Optimization Anastasia Ivanova Pierre Ablin 229 1 0 26 Oct 2023
DualMatch: Robust Semi-Supervised Learning with Dual-Level Interaction Cong Wang Xiaofeng Cao Lanzhe Guo Zenglin Shi 173 4 0 25 Oct 2023
SequenceMatch: Revisiting the design of weak-strong augmentations for Semi-supervised learningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Khanh-Binh Nguyen 245 11 0 24 Oct 2023
Debiasing, calibrating, and improving Semi-supervised Learning performance via simple Ensemble ProjectorIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Khanh-Binh Nguyen 128 7 0 24 Oct 2023
Zone Evaluation: Revealing Spatial Bias in Object Detection Zhaohui Zheng Yuming Chen Qibin Hou Xiang Li Ping Wang Ming-Ming Cheng ObjD 225 8 0 20 Oct 2023
Spatial HuBERT: Self-supervised Spatial Speech Representation Learning for a Single Talker from Multi-channel Audio Antoni Dimitriadis Siqi Pan V. Sethu Beena Ahmed SSL 170 4 0 17 Oct 2023
CAPro: Webly Supervised Learning with Cross-Modality Aligned Prototypes Yulei Qin Xingyu Chen Chunjiang Ge Chaoyou Fu Yun Gu Ke Li Xing Sun Rongrong Ji 224 3 0 15 Oct 2023
AutoVP: An Automated Visual Prompting Framework and BenchmarkInternational Conference on Learning Representations (ICLR), 2023 Hsi-Ai Tsao Lei Hsiung Pin-Yu Chen Sijia Liu Tsung-Yi Ho VLM 248 27 0 12 Oct 2023
Prompt Backdoors in Visual Prompt Learning Hai Huang Subrat Kishore Dutta Michael Backes Yun Shen Yang Zhang VLM VPVLM AAML SILM 171 3 0 11 Oct 2023
Efficient Adaptation of Large Vision Transformer via Adapter Re-ComposingNeural Information Processing Systems (NeurIPS), 2023 Wei Dong Dawei Yan Zhijun Lin Peng Wang 195 32 0 10 Oct 2023
A Recipe for Improved Certifiable Robustness Kai Hu Klas Leino Zifan Wang Matt Fredrikson AAML 411 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 299 4 0 29 Sep 2023
Improving Facade Parsing with Vision Transformers and Line IntegrationAdvanced Engineering Informatics (Adv. Eng. Inform.), 2023 Bowen Wang Jiaxing Zhang Ran Zhang Yunqin Li Liangzhi Li Yuta Nakashima ViT 108 26 0 27 Sep 2023
Masked Image Residual Learning for Scaling Deeper Vision TransformersNeural Information Processing Systems (NeurIPS), 2023 Guoxi Huang Hongtao Fu A. Bors 216 8 0 25 Sep 2023
Exploiting CLIP-based Multi-modal Approach for Artwork Classification and Retrieval Alberto Baldrati Marco Bertini Tiberio Uricchio Marco Bertini CLIP VLM 115 3 0 21 Sep 2023
Multi-Context Dual Hyper-Prior Neural Image CompressionInternational Conference on Machine Learning and Applications (ICMLA), 2023 Atefeh Khoshkhahtinat Ali Zafari P. Mehta Mohammad Akyash Hossein Kashiani Nasser M. Nasrabadi 155 8 0 19 Sep 2023
Pre-training on Synthetic Driving Data for Trajectory PredictionIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023 Yiheng Li Seth Z. Zhao Chenfeng Xu Chen Tang Chenran Li Mingyu Ding Masayoshi Tomizuka Wei Zhan 238 17 0 18 Sep 2023
SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient ChannelsInternational Journal of Computer Vision (IJCV), 2023 Henry Hengyuan Zhao Pichao Wang Yuyang Zhao Hao Luo F. Wang Mike Zheng Shou ViT 438 20 0 15 Sep 2023
Dynamic Visual Semantic Sub-Embeddings and Fast Re-RankingIEEE transactions on multimedia (IEEE TMM), 2023 Wenzhang Wei Zhipeng Gui Changguang Wu Anqi Zhao D. Peng Huayi Wu 285 0 0 15 Sep 2023
Large-scale Weakly Supervised Learning for Road Extraction from Satellite Imagery Shiqiao Meng Zonglin Di Siwei Yang Yin Wang 98 4 0 14 Sep 2023
LCReg: Long-Tailed Image Classification with Latent Categories based RecognitionPattern Recognition (Pattern Recogn.), 2023 Weide Liu Zhonghua Wu Yiming Wang Henghui Ding Fayao Liu Jie Lin Guosheng Lin 179 25 0 13 Sep 2023
Contrastive Learning as Kernel Approximation Konstantinos Christopher Tsiolis SSL 239 0 0 06 Sep 2023
Learning to Taste: A Multimodal Wine DatasetNeural Information Processing Systems (NeurIPS), 2023 Thoranna Bender Simon Moe Sorensen A. Kashani K. E. Hjorleifsson Grethe Hyldig Søren Hauberg Serge Belongie Frederik Warburg CoGe 439 7 0 31 Aug 2023
UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and MemoryComputer Vision and Pattern Recognition (CVPR), 2023 Haiwen Diao Bo Wan Yanzhe Zhang Xuecong Jia Huchuan Lu Long Chen VLM 185 25 0 28 Aug 2023
Uniformly Distributed Category Prototype-Guided Vision-Language Framework for Long-Tail RecognitionACM Multimedia (ACM MM), 2023 Siming Fu Xiaoxuan He Xinpeng Ding Yuchen Cao Hualiang Wang VLM 121 7 0 24 Aug 2023
Disposable Transfer Learning for Selective Source Task UnlearningIEEE International Conference on Computer Vision (ICCV), 2023 Seunghee Koh Hyounguk Shon Janghyeon Lee H. Hong Junmo Kim 117 2 0 19 Aug 2023
MarginMatch: Improving Semi-Supervised Learning with Pseudo-MarginsComputer Vision and Pattern Recognition (CVPR), 2023 Tiberiu Sosea Cornelia Caragea 182 18 0 17 Aug 2023
Auxiliary Tasks Benefit 3D Skeleton-based Human Motion PredictionIEEE International Conference on Computer Vision (ICCV), 2023 Chenxin Xu R. Tan Yuhong Tan Siheng Chen Xinchao Wang Yanfeng Wang 3DH 217 31 0 17 Aug 2023
Towards Semi-supervised Learning with Non-random Missing LabelsIEEE International Conference on Computer Vision (ICCV), 2023 Yue Duan Zhen Zhao Lei Qi Luping Zhou Lei Wang Yinghuan Shi 129 20 0 17 Aug 2023
Boosting Semi-Supervised Learning by bridging high and low-confidence predictions Khanh-Binh Nguyen Joon-Sung Yang 195 19 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 130 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 149 0 0 09 Aug 2023
Hierarchical Visual Primitive Experts for Compositional Zero-Shot LearningIEEE International Conference on Computer Vision (ICCV), 2023 Haksub Kim Jiyoung Lee S. Park Kwanghoon Sohn CoGe 247 20 0 08 Aug 2023
Distributionally Robust Classification on a Data Budget Ben Feuer Ameya Joshi Minh Pham Chinmay Hegde OOD 221 2 0 07 Aug 2023
DualCoOp++: Fast and Effective Adaptation to Multi-Label Recognition with Limited AnnotationsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Ping Hu Ximeng Sun Stan Sclaroff Kate Saenko VLM 299 32 0 03 Aug 2023
Towards Imbalanced Large Scale Multi-label Classification with Partially Annotated LabelsInternational Conference on Software Engineering Research and Applications (ICSERA), 2023 Xin Zhang Yuqi Song Fei Zuo Xiang Wang 247 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 J. Marescaux Pietro Mascagni Nassir Navab N. Padoy 639 44 0 27 Jul 2023
MiDaS v3.1 -- A Model Zoo for Robust Monocular Relative Depth Estimation R. Birkl Diana Wofk Matthias Muller MDE 315 203 0 26 Jul 2023