Big Transfer (BiT): General Visual Representation Learning

24 December 2019

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

50 / 724 papers shown

Title
Routers in Vision Mixture of Experts: An Empirical Study Tianlin Liu Mathieu Blondel C. Riquelme J. Puigcerver MoE 43 3 0 29 Jan 2024
LanDA: Language-Guided Multi-Source Domain Adaptation Zhenbin Wang Lei Zhang Lituan Wang Minjuan Zhu 35 10 0 25 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 49 19 0 23 Jan 2024
Cheap Learning: Maximising Performance of Language Models for Social Data Science Using Minimal Data Leonardo Castro-Gonzalez Yi-Ling Chung Hannak Rose Kirk John Francis Angus R. Williams Pica Johansson Jonathan Bright 47 1 0 22 Jan 2024
MINT: A wrapper to make multi-modal and multi-image AI models interactive Jan Freyberg Abhijit Guha Roy Terry Spitz Beverly Freeman M. Schaekermann ... D. Webster Alan Karthikesalingam Yun-hui Liu Krishnamurthy Dvijotham Umesh Telang 31 0 0 22 Jan 2024
ActionHub: A Large-scale Action Video Description Dataset for Zero-shot Action Recognition Jiaming Zhou Junwei Liang Kun-Yu Lin Jinrui Yang Wei-Shi Zheng VLM 21 8 0 22 Jan 2024
Fast Registration of Photorealistic Avatars for VR Facial Animation Chaitanya Patel Shaojie Bai Tenia Wang Jason M. Saragih S. Wei 23 0 0 19 Jan 2024
Effective pruning of web-scale datasets based on complexity of concept clusters Amro Abbas E. Rusak Kushal Tirumala Wieland Brendel Kamalika Chaudhuri Ari S. Morcos VLM CLIP 34 22 0 09 Jan 2024
Primitive Geometry Segment Pre-training for 3D Medical Image Segmentation Ryu Tadokoro Ryosuke Yamada Kodai Nakashima Ryo Nakamura Hirokatsu Kataoka 30 4 0 08 Jan 2024
Towards Truly Zero-shot Compositional Visual Reasoning with LLMs as Programmers Aleksandar Stanić Sergi Caelles Michael Tschannen LRM VLM 27 9 0 03 Jan 2024
Bin-picking of novel objects through category-agnostic-segmentation: RGB matters Prem Raj S. Bhadang Gaurav Chaudhary Laxmidhar Behera Tushar Sandhan 39 1 0 27 Dec 2023
BIRB: A Generalization Benchmark for Information Retrieval in Bioacoustics Jenny Hamer Eleni Triantafillou B. V. Merrienboer Stefan Kahl Holger Klinck Tom Denton Vincent Dumoulin 41 14 0 12 Dec 2023
Remote Sensing Vision-Language Foundation Models without Annotations via Ground Remote Alignment Utkarsh Mall Cheng Perng Phoo Meilin Kelsey Liu Carl Vondrick B. Hariharan Kavita Bala VLM 20 39 0 12 Dec 2023
Diffusion for Natural Image Matting Yihan Hu Yiheng Lin Wei Wang Yao-Min Zhao Yunchao Wei Humphrey Shi 28 7 0 10 Dec 2023
Bootstrapping SparseFormers from Vision Foundation Models Ziteng Gao Zhan Tong K. Lin Joya Chen Mike Zheng Shou 35 0 0 04 Dec 2023
Initializing Models with Larger Ones Zhiqiu Xu Yanjie Chen Kirill Vishniakov Yida Yin Zhiqiang Shen Trevor Darrell Lingjie Liu Zhuang Liu 33 17 0 30 Nov 2023
Rescuing referral failures during automated diagnosis of domain-shifted medical images Anuj Srivastava Karm Patel Pradeep Shenoy D. Sridharan OOD 26 0 0 28 Nov 2023
RankFeat&RankWeight: Rank-1 Feature/Weight Removal for Out-of-distribution Detection Yue Song N. Sebe Wei Wang OODD 35 1 0 23 Nov 2023
INSPECT: A Multimodal Dataset for Pulmonary Embolism Diagnosis and Prognosis Shih-Cheng Huang Zepeng Huo E. Steinberg Chia-Chun Chiang M. Lungren Curtis P. Langlotz Serena Yeung Nigam H. Shah Jason Alan Fries LM&MA 27 9 0 17 Nov 2023
A2XP: Towards Private Domain Generalization Geunhyeok Yu Hyoseok Hwang 34 0 0 17 Nov 2023
GAIA: Delving into Gradient-based Attribution Abnormality for Out-of-distribution Detection Jinggang Chen Junjie Li Xiaoyang Qu Jianzong Wang Jiguang Wan Jing Xiao OODD 17 9 0 16 Nov 2023
ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet Accuracy Kirill Vishniakov Zhiqiang Shen Zhuang Liu CLIP 42 16 0 15 Nov 2023
Domain Aligned CLIP for Few-shot Classification Muhammad Waleed Gondal Jochen Gast Inigo Alonso Ruiz Richard Droste Tommaso Macri Suren Kumar Luitpold Staudigl VLM 21 11 0 15 Nov 2023
AI-accelerated Discovery of Altermagnetic Materials Ze-Feng Gao Shuai Qu Bocheng Zeng Yong-Jin Liu Ji-Rong Wen Hao Sun Peng-Jie Guo Zhong-Yi Lu 20 24 0 08 Nov 2023
The Pursuit of Human Labeling: A New Perspective on Unsupervised Learning Artyom Gadetsky Maria Brbić 22 6 0 06 Nov 2023
Sequential Subset Matching for Dataset Distillation Jiawei Du Qin Shi Qiufeng Wang DD 33 27 0 02 Nov 2023
Investigating Relative Performance of Transfer and Meta Learning Benji Alwis 19 0 0 31 Oct 2023
ConvNets Match Vision Transformers at Scale Samuel L. Smith Andrew Brock Leonard Berrada Soham De 11 23 0 25 Oct 2023
Data-Free Knowledge Distillation Using Adversarially Perturbed OpenGL Shader Images Logan Frank Jim Davis 33 1 0 20 Oct 2023
Quantifying Privacy Risks of Prompts in Visual Prompt Learning Yixin Wu Rui Wen Michael Backes Pascal Berrang Mathias Humbert Yun Shen Yang Zhang AAML VPVLM 32 8 0 18 Oct 2023
New Benchmarks for Asian Facial Recognition Tasks: Face Classification with Large Foundation Models Jinwoo Seo Soora Choi Eungyeom Ha Beomjune Kim Dongbin Na 27 0 0 15 Oct 2023
PaLI-3 Vision Language Models: Smaller, Faster, Stronger Xi Chen Xiao Wang Lucas Beyer Alexander Kolesnikov Jialin Wu ... Keran Rong Tianli Yu Daniel Keysers Xiao-Qi Zhai Radu Soricut MLLM VLM 35 93 0 13 Oct 2023
EHI: End-to-end Learning of Hierarchical Index for Efficient Dense Retrieval Ramnath Kumar Anshul Mittal Nilesh Gupta Aditya Kusupati Inderjit Dhillon Prateek Jain 33 0 0 13 Oct 2023
A Recent Survey of Heterogeneous Transfer Learning Runxue Bao Yiming Sun Yuhe Gao Jindong Wang Qiang Yang Zhi-Hong Mao Ye Ye 24 4 0 12 Oct 2023
Prompt Backdoors in Visual Prompt Learning Hai Huang Zhengyu Zhao Michael Backes Yun Shen Yang Zhang VLM VPVLM AAML SILM 43 2 0 11 Oct 2023
Multi-domain improves out-of-distribution and data-limited scenarios for medical image analysis Ece Ozkan Xavier Boix OOD 28 0 0 10 Oct 2023
Factorized Tensor Networks for Multi-Task and Multi-Domain Learning Yash Garg Nebiyou Yismaw Rakib Hyder Ashley Prater-Bennette M. Salman Asif 31 2 0 09 Oct 2023
GeRA: Label-Efficient Geometrically Regularized Alignment Dustin Klebe Tal Shnitzer Mikhail Yurochkin Leonid Karlinsky Justin Solomon 11 1 0 01 Oct 2023
Understanding and Mitigating the Label Noise in Pre-training on Downstream Tasks Hao Chen Jindong Wang Ankit Shah Ran Tao Hongxin Wei Berfin cSimcsek Masashi Sugiyama Bhiksha Raj 29 26 0 29 Sep 2023
Masked Autoencoders are Scalable Learners of Cellular Morphology Oren Z. Kraus Kian Kenyon-Dean Saber Saberian Maryam Fallah Peter McLean ... Chi Vicky Cheng Kristen Morse Maureen Makes Ben Mabey Berton A. Earnshaw 24 14 0 27 Sep 2023
Transferability of Representations Learned using Supervised Contrastive Learning Trained on a Multi-Domain Dataset Alvin De Jun Tan Clement Tan C. Yeo 38 0 0 27 Sep 2023
SeMAnD: Self-Supervised Anomaly Detection in Multimodal Geospatial Datasets Daria Reshetova Swetava Ganguli C. V. K. Iyer Vipul Pandey 29 3 0 26 Sep 2023
Masked Image Residual Learning for Scaling Deeper Vision Transformers Guoxi Huang Hongtao Fu A. Bors 34 7 0 25 Sep 2023
Spatial-frequency channels, shape bias, and adversarial robustness Ajay Subramanian E. Sizikova N. Majaj D. Pelli AAML 32 22 0 22 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
Sentence Attention Blocks for Answer Grounding Seyedalireza Khoshsirat Chandra Kambhamettu 31 7 0 20 Sep 2023
Weight Averaging Improves Knowledge Distillation under Domain Shift Valeriy Berezovskiy Nikita Morozov MoMe 31 1 0 20 Sep 2023
AV-MaskEnhancer: Enhancing Video Representations through Audio-Visual Masked Autoencoder Xingjian Diao Ming Cheng Shitong Cheng VGen 19 8 0 15 Sep 2023
Mitigating Adversarial Attacks in Federated Learning with Trusted Execution Environments Simon Queyrut V. Schiavoni Pascal Felber AAML FedML 32 6 0 13 Sep 2023
A General-Purpose Self-Supervised Model for Computational Pathology Richard J. Chen Tong Ding Ming Y. Lu Drew F. K. Williamson Guillaume Jaume ... Judy J. Wang Walt Williams L. Le Georg Gerber Faisal Mahmood MedIm 25 42 0 29 Aug 2023