Big Transfer (BiT): General Visual Representation Learning

24 December 2019

Papers citing "Big Transfer (BiT): General Visual Representation Learning"

50 / 724 papers shown

Title
Synergy-CLIP: Extending CLIP with Multi-modal Integration for Robust Representation Learning Sangyeon Cho Jangyeong Jeon Mingi Kim Junyeong Kim CLIP VLM 76 0 0 30 Apr 2025
GFT: Gradient Focal Transformer Boris Kriuk Simranjit Kaur Gill Shoaib Aslam Amir Fakhrutdinov 31 0 0 14 Apr 2025
Cycle Training with Semi-Supervised Domain Adaptation: Bridging Accuracy and Efficiency for Real-Time Mobile Scene Detection Huu-Phong Phan-Nguyen Anh Dao T. Nguyen Tuan Quang H. Tran Tinh-Anh Nguyen-Nhu Huy-Thach Pham Quan Nguyen Hoang M. Le Quang-Vinh Dinh 30 0 0 12 Apr 2025
Memory-Modular Classification: Learning to Generalize with Memory Replacement Dahyun Kang Ahmet Iscen Eunchan Jo Sua Choi Minsu Cho Cordelia Schmid VLM KELM OffRL 24 0 0 08 Apr 2025
AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing Niu Lian Jun Li Jinpeng Wang Ruisheng Luo Yaowei Wang Shu-Tao Xia Bin Chen 95 0 0 04 Apr 2025
Conformal uncertainty quantification to evaluate predictive fairness of foundation AI model for skin lesion classes across patient demographics Swarnava Bhattacharyya Umapada Pal Tapabrata Chakraborti MedIm 49 0 0 31 Mar 2025
Beyond Accuracy: What Matters in Designing Well-Behaved Models? Robin Hesse Doğukan Bağcı Bernt Schiele Simone Schaub-Meyer Stefan Roth VLM 57 0 0 21 Mar 2025
Defense Against Model Stealing Based on Account-Aware Distribution Discrepancy Jian-Ping Mei Weibin Zhang Jie Chen X. Zhang Tiantian Zhu AAML 46 0 0 16 Mar 2025
APLA: A Simple Adaptation Method for Vision Transformers Moein Sorkhei Emir Konuk Kevin Smith Christos Matsoukas 53 0 0 14 Mar 2025
ForAug: Recombining Foregrounds and Backgrounds to Improve Vision Transformer Training with Bias Mitigation Tobias Christian Nauen Brian B. Moser Federico Raue Stanislav Frolov Andreas Dengel ViT 55 0 0 12 Mar 2025
Seal Your Backdoor with Variational Defense Ivan Sabolić Matej Grcić Sinisa Segvic AAML 118 0 0 11 Mar 2025
Enhancing Image Classification with Augmentation: Data Augmentation Techniques for Improved Image Classification Saorj Kumar Prince Asiamah Oluwatoyin Jolaoso Ugochukwu Esiowu 60 0 0 25 Feb 2025
Scaling Laws in Patchification: An Image Is Worth 50,176 Tokens And More Feng Wang Yaodong Yu Guoyizhe Wei Wei Shao Yuyin Zhou Alan Yuille Cihang Xie ViT 88 4 0 06 Feb 2025
With Great Backbones Comes Great Adversarial Transferability Erik Arakelyan Karen Hambardzumyan Davit Papikyan Pasquale Minervini Albert Gordo Isabelle Augenstein Aram H. Markosyan AAML 65 0 0 21 Jan 2025
How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Wenxuan Li Alan L. Yuille Zongwei Zhou MedIm 41 8 0 20 Jan 2025
Global Search for Optimal Low Thrust Spacecraft Trajectories using Diffusion Models and the Indirect Method Jannik Graebner Ryne T. Beeson 41 0 0 13 Jan 2025
M-Tuning: Prompt Tuning with Mitigated Label Bias in Open-Set Scenarios Ning Liao Xiaopeng Zhang Minglu Cao Junchi Yan VPVLM VLM 56 0 0 31 Dec 2024
Combating Label Noise With A General Surrogate Model For Sample Selection Chao Liang Linchao Zhu Humphrey Shi Yi Yang VLM NoLa 44 2 0 31 Dec 2024
Evaluating the Adversarial Robustness of Detection Transformers A. Nazeri Chunheng Zhao P. Pisu AAML 42 1 0 25 Dec 2024
A Room to Roam: Reset Prediction Based on Physical Object Placement for Redirected Walking Sulim Chun Ho Jung Lee In-Kwon Lee 30 0 0 23 Dec 2024
Jet: A Modern Transformer-Based Normalizing Flow A. Kolesnikov André Susano Pinto Michael Tschannen 71 1 0 19 Dec 2024
Open-Set Heterogeneous Domain Adaptation: Theoretical Analysis and Algorithm Thai-Hoang Pham Yuanlong Wang Changchang Yin Xueru Zhang Ping Zhang 68 0 0 17 Dec 2024
The Impact of Generalization Techniques on the Interplay Among Privacy, Utility, and Fairness in Image Classification Ahmad Hassanpour Amir Zarei Khawla Mallat Anderson Santana de Oliveira Bian Yang 74 0 0 16 Dec 2024
Neural Collapse Inspired Knowledge Distillation Shuoxi Zhang Zijian Song Kun He 69 1 0 16 Dec 2024
$$\texttt{DINO-Foresight}$: Looking into the Future with DINO$ $\texttt{DINO-Foresight}$ : Looking into the Future with DINO Efstathios Karypidis Ioannis Kakogeorgiou Spyros Gidaris N. Komodakis AI4CE 79 1 0 16 Dec 2024
Multi-Surrogate-Teacher Assistance for Representation Alignment in Fingerprint-based Indoor Localization Son Minh Nguyen Linh Duy Tran Duc Viet Le Paul J. M Havinga 67 0 0 13 Dec 2024
CLIP-PING: Boosting Lightweight Vision-Language Models with Proximus Intrinsic Neighbors Guidance Chu Myaet Thwal Ye Lin Tun Minh N. H. Nguyen Eui-nam Huh Choong Seon Hong VLM 74 0 0 05 Dec 2024
Rethinking Generalizability and Discriminability of Self-Supervised Learning from Evolutionary Game Theory Perspective Jiangmeng Li Zehua Zang Qirui Ji Chuxiong Sun Wenwen Qiang Junge Zhang Changwen Zheng Fuchun Sun Hui Xiong SSL 64 0 0 30 Nov 2024
D-Cube: Exploiting Hyper-Features of Diffusion Model for Robust Medical Classification Minhee Jang Juheon Son Thanaporn Viriyasaranon Junho Kim Jang-Hwan Choi MedIm 29 0 0 17 Nov 2024
DT-JRD: Deep Transformer based Just Recognizable Difference Prediction Model for Video Coding for Machines Junqi Liu Yun Zhang Xiaoqi Wang Xu Long Sam Kwong 31 0 0 14 Nov 2024
Decoupling Semantic Similarity from Spatial Alignment for Neural Networks Tassilo Wald Constantin Ulrich Gregor Köhler David Zimmerer Stefan Denner Michael Baumgartner Fabian Isensee Priyank Jaini Klaus H. Maier-Hein 38 0 0 30 Oct 2024
Closed-form merging of parameter-efficient modules for Federated Continual Learning Riccardo Salami Pietro Buzzega Matteo Mosconi Jacopo Bonato Luigi Sabetta Simone Calderara FedML MoMe CLL 31 2 0 23 Oct 2024
Conflict-Aware Adversarial Training Zhiyu Xue Haohan Wang Yao Qin Ramtin Pedarsani AAML 23 0 0 21 Oct 2024
Exploring Stronger Transformer Representation Learning for Occluded Person Re-Identification Zhangjian Ji Donglin Cheng K. Feng ViT 20 0 0 21 Oct 2024
Exploring Model Kinship for Merging Large Language Models Yedi Hu Yunzhi Yao N. Zhang Shumin Deng H. Chen MoMe 34 1 0 16 Oct 2024
Exploring the design space of deep-learning-based weather forecasting systems Shoaib Ahmed Siddiqui Jean Kossaifi Boris Bonev Christopher Choy Jan Kautz David M. Krueger Kamyar Azizzadenesheli AI4CE OOD 20 3 0 09 Oct 2024
Adjusting Pretrained Backbones for Performativity Berker Demirel Lingjing Kong Kun Zhang Theofanis Karaletsos Celestine Mendler-Dünner Francesco Locatello KELM 19 0 0 06 Oct 2024
Learning Representation for Multitask learning through Self Supervised Auxiliary learning Seokwon Shin Hyungrok Do Youngdoo Son SSL 21 1 0 25 Sep 2024
Flat-LoRA: Low-Rank Adaption over a Flat Loss Landscape Tao Li Zhengbao He Yujun Li Yasheng Wang Lifeng Shang X. Huang 51 0 0 22 Sep 2024
Trust-informed Decision-Making Through An Uncertainty-Aware Stacked Neural Networks Framework: Case Study in COVID-19 Classification Hassan Gharoun M. S. Khorshidi Fang Chen Amir H. Gandomi 28 0 0 19 Sep 2024
MobileUNETR: A Lightweight End-To-End Hybrid Vision Transformer For Efficient Medical Image Segmentation Shehan Perera Yunus Erzurumlu Deepak Gulati Alper Yilmaz ViT MedIm 19 0 0 04 Sep 2024
Using Backbone Foundation Model for Evaluating Fairness in Chest Radiography Without Demographic Data Dilermando Queiroz André Anjos Lilian Berton 23 1 0 28 Aug 2024
DOPPLER: Differentially Private Optimizers with Low-pass Filter for Privacy Noise Reduction Xinwei Zhang Zhiqi Bu Mingyi Hong Meisam Razaviyayn 16 4 0 24 Aug 2024
Breaking Class Barriers: Efficient Dataset Distillation via Inter-Class Feature Compensator Xin Zhang Jiawei Du Ping Liu Joey Tianyi Zhou DD 42 2 0 13 Aug 2024
Multi-label Cluster Discrimination for Visual Representation Learning Xiang An Kaicheng Yang Xiangzi Dai Ziyong Feng Jiankang Deng VLM 43 6 0 24 Jul 2024
Enhancing Worldwide Image Geolocation by Ensembling Satellite-Based Ground-Level Attribute Predictors Michael J. Bianco David Eigen Michael Gormish 17 0 0 18 Jul 2024
Evaluating Model Bias Requires Characterizing its Mistakes Isabela Albuquerque Jessica Schrouff David Warde-Farley Ali Taylan Cemgil Sven Gowal Olivia Wiles 42 2 0 15 Jul 2024
Revealing the Dark Secrets of Extremely Large Kernel ConvNets on Robustness Honghao Chen Yurong Zhang Xiaokun Feng Xiangxiang Chu Kaiqi Huang AAML 30 5 0 12 Jul 2024
Semantic GUI Scene Learning and Video Alignment for Detecting Duplicate Video-based Bug Reports Yanfu Yan Nathan Cooper Oscar Chaparro Kevin Moran Denys Poshyvanyk 35 5 0 11 Jul 2024
How Aligned are Different Alignment Metrics? Jannis Ahlert Thomas Klein Felix Wichmann Robert Geirhos 27 4 0 10 Jul 2024