Exploring the Limits of Weakly Supervised Pretraining

2 May 2018

L. V. D. van der Maaten

VLM

ArXiv PDF HTML

Papers citing "Exploring the Limits of Weakly Supervised Pretraining"

50 / 825 papers shown

Title
CromSS: Cross-modal pre-training with noisy labels for remote sensing image segmentation Chenying Liu C. Albrecht Yi Wang Xiao Xiang Zhu 48 2 0 02 May 2024
Making Better Use of Unlabelled Data in Bayesian Active Learning Freddie Bickford-Smith Adam Foster Tom Rainforth 31 3 0 26 Apr 2024
A Survey of Deep Long-Tail Classification Advancements Charika De Alvis Suranga Seneviratne 18 1 0 24 Apr 2024
Lipsum-FT: Robust Fine-Tuning of Zero-Shot Models Using Random Text Guidance G. Nam Byeongho Heo Juho Lee VLM 29 5 0 01 Apr 2024
Is Synthetic Image Useful for Transfer Learning? An Investigation into Data Generation, Volume, and Utilization Yuhang Li Xin Dong Chen Chen Jingtao Li Yuxin Wen Michael Spranger Lingjuan Lyu DiffM 30 4 0 28 Mar 2024
Learning from Reduced Labels for Long-Tailed Data Meng Wei Zhongnian Li Yong Zhou Xinzheng Xu 21 0 0 25 Mar 2024
Deep Active Learning: A Reality Check Edrina Gashi Jiankang Deng Ismail Elezi HAI 27 1 0 21 Mar 2024
Advancing COVID-19 Detection in 3D CT Scans Qingqiu Li Runtian Yuan Junlin Hou Jilan Xu Yuejie Zhang Rui Feng Hao Chen 16 1 0 18 Mar 2024
End-to-end multi-modal product matching in fashion e-commerce Sándor Tóth Stephen Wilson Alexia Tsoukara Enric Moreu Anton Masalovich Lars Roemheld 27 0 0 18 Mar 2024
Iterative Online Image Synthesis via Diffusion Model for Imbalanced Classification Shuhan Li Yi-Mou Lin Hao Chen Kwang-Ting Cheng 37 3 0 13 Mar 2024
Activating Wider Areas in Image Super-Resolution Cheng Cheng Hang Wang Hongbin Sun 32 10 0 13 Mar 2024
Tell, Don't Show!: Language Guidance Eases Transfer Across Domains in Images and Videos Tarun Kalluri Bodhisattwa Prasad Majumder Manmohan Chandraker VLM 29 4 0 08 Mar 2024
Rethinking Classifier Re-Training in Long-Tailed Recognition: A Simple Logits Retargeting Approach Han Lu Siyu Sun Yichen Xie Liqing Zhang Xiaokang Yang Junchi Yan 32 1 0 01 Mar 2024
Ask Your Distribution Shift if Pre-Training is Right for You Benjamin Cohen-Wang Joshua Vendrow Aleksander Madry OOD 29 3 0 29 Feb 2024
PLReMix: Combating Noisy Labels with Pseudo-Label Relaxed Contrastive Representation Learning Xiaoyu Liu Beitong Zhou Cheng Cheng 32 3 0 27 Feb 2024
Training Class-Imbalanced Diffusion Model Via Overlap Optimization Divin Yan Lu Qi Vincent Tao Hu Ming-Hsuan Yang Meng Tang 24 5 0 16 Feb 2024
Learning Semantic Proxies from Visual Prompts for Parameter-Efficient Fine-Tuning in Deep Metric Learning Li Ren Chen Chen Liqiang Wang Kien Hua 22 4 0 04 Feb 2024
Loss Function Considering Dead Zone for Neural Networks Koki Inami Koki Yamane S. Sakaino 17 2 0 01 Feb 2024
Computer Vision for Primate Behavior Analysis in the Wild Richard Vogg Timo Lüddecke Jonathan Henrich Sharmita Dey Matthias Nuske ... Alexander Gail Stefan Treue H. Scherberger F. Worgotter Alexander S. Ecker 28 3 0 29 Jan 2024
Incorporating simulated spatial context information improves the effectiveness of contrastive learning models Lizhen Zhu James Z. Wang Wonseuk Lee Bradley P. Wyble 37 2 0 26 Jan 2024
ARGS: Alignment as Reward-Guided Search Maxim Khanov Jirayu Burapacheep Yixuan Li 33 44 0 23 Jan 2024
Facing the Elephant in the Room: Visual Prompt Tuning or Full Finetuning? Cheng Han Qifan Wang Yiming Cui Wenguan Wang Lifu Huang Siyuan Qi Dongfang Liu VLM 44 19 0 23 Jan 2024
Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification Yanbiao Ma Licheng Jiao F. Liu Shuyuan Yang Xu Liu Puhua Chen 23 10 0 21 Jan 2024
Adaptive Data Augmentation for Aspect Sentiment Quad Prediction Wenyuan Zhang Xinghua Zhang Shiyao Cui Kun Huang Xuebin Wang Tingwen Liu 26 6 0 12 Jan 2024
Let's Go Shopping (LGS) -- Web-Scale Image-Text Dataset for Visual Concept Understanding Yatong Bai Utsav Garg Apaar Shanker Haoming Zhang Samyak Parajuli ... Eugenia D Fomitcheva E. Branson Aerin Kim Somayeh Sojoudi Kyunghyun Cho 16 2 0 09 Jan 2024
Synthetic Information towards Maximum Posterior Ratio for deep learning on Imbalanced Data Hung Nguyen Morris Chang SyDa 12 1 0 05 Jan 2024
TagAlign: Improving Vision-Language Alignment with Multi-Tag Classification Qinying Liu Wei Wu Kecheng Zheng Zhan Tong Jiawei Liu Yu Liu Wei Chen Zilei Wang Yujun Shen VLM 18 6 0 21 Dec 2023
Layerwise complexity-matched learning yields an improved model of cortical area V2 Nikhil Parthasarathy Olivier J. Hénaff Eero P. Simoncelli 32 1 0 18 Dec 2023
RetailKLIP : Finetuning OpenCLIP backbone using metric learning on a single GPU for Zero-shot retail product image classification Muktabh Mayank Srivastava VLM 16 4 0 16 Dec 2023
SeiT++: Masked Token Modeling Improves Storage-efficient Training Min-Seob Lee Song Park Byeongho Heo Dongyoon Han Hyunjung Shim MQ VLM 21 1 0 15 Dec 2023
Jumpstarting Surgical Computer Vision Deepak Alapatt Aditya Murali V. Srivastav Pietro Mascagni AI4SafeChole Consortium N. Padoy 13 2 0 10 Dec 2023
ImbaGCD: Imbalanced Generalized Category Discovery Ziyun Li Ben Dai Furkan Simsek Christoph Meinel Haojin Yang 29 2 0 04 Dec 2023
Long-Tail Learning with Rebalanced Contrastive Loss Charika De Alvis Dishanika Denipitiyage Suranga Seneviratne 19 1 0 04 Dec 2023
Brainformer: Mimic Human Visual Brain Functions to Machine Vision Models via fMRI Xuan-Bac Nguyen Xin Li Pawan Sinha Samee U. Khan Khoa Luu ViT MedIm 27 0 0 30 Nov 2023
Adaptive Training Distributions with Scalable Online Bilevel Optimization David Grangier Pierre Ablin Awni Y. Hannun 24 10 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 55 3 0 20 Nov 2023
From Categories to Classifier: Name-Only Continual Learning by Exploring the Web Ameya Prabhu Hasan Hammoud Ser-Nam Lim Bernard Ghanem Philip H. S. Torr Adel Bibi CLL 127 9 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 17 8 0 08 Nov 2023
Exploring Dataset-Scale Indicators of Data Quality Ben Feuer Chinmay Hegde 19 1 0 07 Nov 2023
Leave No Stone Unturned: Mine Extra Knowledge for Imbalanced Facial Expression Recognition Yuhang Zhang Yaqi Li Lixiong Qin Xuannan Liu Weihong Deng 36 16 0 30 Oct 2023
A Challenge in Reweighting Data with Bilevel Optimization Anastasia Ivanova Pierre Ablin 24 1 0 26 Oct 2023
DualMatch: Robust Semi-Supervised Learning with Dual-Level Interaction Cong Wang Xiaofeng Cao Lanzhe Guo Zenglin Shi 16 2 0 25 Oct 2023
SequenceMatch: Revisiting the design of weak-strong augmentations for Semi-supervised learning Khanh-Binh Nguyen 16 3 0 24 Oct 2023
Debiasing, calibrating, and improving Semi-supervised Learning performance via simple Ensemble Projector Khanh-Binh Nguyen 25 2 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 24 3 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 20 3 0 17 Oct 2023
CAPro: Webly Supervised Learning with Cross-Modality Aligned Prototypes Yulei Qin Xingyu Chen Yunhang Shen Chaoyou Fu Yun Gu Ke Li Xing Sun Rongrong Ji 29 3 0 15 Oct 2023
AutoVP: An Automated Visual Prompting Framework and Benchmark Hsi-Ai Tsao Lei Hsiung Pin-Yu Chen Sijia Liu Tsung-Yi Ho VLM 14 18 0 12 Oct 2023
Prompt Backdoors in Visual Prompt Learning Hai Huang Zhengyu Zhao Michael Backes Yun Shen Yang Zhang VLM VPVLM AAML SILM 35 2 0 11 Oct 2023
Efficient Adaptation of Large Vision Transformer via Adapter Re-Composing Wei Dong Dawei Yan Zhijun Lin Peng Wang 19 21 0 10 Oct 2023