v1v2 (latest)

Learning Robust Global Representations by Penalizing Local Predictive Power

Neural Information Processing Systems (NeurIPS), 2019

29 May 2019

Papers citing "Learning Robust Global Representations by Penalizing Local Predictive Power"

50 / 817 papers shown

Title
MePT: Multi-Representation Guided Prompt Tuning for Vision-Language Model Xinyang Wang Yi Yang Minfeng Zhu Kecheng Zheng Shi Liu Wei Chen VPVLM MLLM VLM 246 1 0 19 Aug 2024
CLIP-CID: Efficient CLIP Distillation via Cluster-Instance DiscriminationAAAI Conference on Artificial Intelligence (AAAI), 2024 Kaicheng Yang Tiancheng Gu Xiang An Haiqiang Jiang Xiangzi Dai Ziyong Feng Weidong Cai Jiankang Deng VLM 256 20 0 18 Aug 2024
Linking Robustness and Generalization: A k* Distribution Analysis of Concept Clustering in Latent Space for Vision Models Shashank Kotyan Pin-Yu Chen Danilo Vasconcellos Vargas OOD 198 0 0 17 Aug 2024
DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language ModelsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Eman Ali Sathira Silva Muhammad Haris Khan VLM 274 5 0 16 Aug 2024
Towards flexible perception with visual memory Robert Geirhos P. Jaini Austin Stone Sourabh Medapati Xi Yi G. Toderici Abhijit Ogale Jonathon Shlens 425 2 0 15 Aug 2024
Efficient Test-Time Prompt Tuning for Vision-Language Models Yuhan Zhu Guozhen Zhang Chen Xu Haocheng Shen Xiaoxin Chen Gangshan Wu Limin Wang VLM 245 8 0 11 Aug 2024
Efficient and Versatile Robust Fine-Tuning of Zero-shot ModelsEuropean Conference on Computer Vision (ECCV), 2024 Sungyeon Kim Boseung Jeong Donghyun Kim Suha Kwak VLM 183 8 0 11 Aug 2024
UNIC: Universal Classification Models via Multi-teacher DistillationEuropean Conference on Computer Vision (ECCV), 2024 Mert Bulent Sariyildiz Philippe Weinzaepfel Thomas Lucas Diane Larlus Yannis Kalantidis 311 18 0 09 Aug 2024
UniBench: Visual Reasoning Requires Rethinking Vision-Language Beyond ScalingNeural Information Processing Systems (NeurIPS), 2024 Haider Al-Tahan Q. Garrido Randall Balestriero Diane Bouchacourt C. Hazirbas Mark Ibrahim VLM 245 22 0 09 Aug 2024
ComKD-CLIP: Comprehensive Knowledge Distillation for Contrastive Language-Image Pre-traning Model Yifan Chen Xiaozhen Qiao Zhe Sun Xuelong Li VLM 381 8 0 08 Aug 2024
CAS-ViT: Convolutional Additive Self-attention Vision Transformers for Efficient Mobile Applications Tianfang Zhang Lei Li Yang Zhou Wentao Liu Chen Qian Xiangyang Ji ViT 183 66 0 07 Aug 2024
DECIDER: Leveraging Foundation Model Priors for Improved Model Failure Detection and ExplanationEuropean Conference on Computer Vision (ECCV), 2024 Rakshith Subramanyam Kowshik Thopalli V. Narayanaswamy Jayaraman J.Thiagarajan 219 4 0 01 Aug 2024
Contrastive Factor Analysis Zhibin Duan Tiansheng Wen Yifei Wang Chen Zhu Bo Chen Mingyuan Zhou 376 1 0 31 Jul 2024
Prompt-Driven Contrastive Learning for Transferable Adversarial AttacksEuropean Conference on Computer Vision (ECCV), 2024 Hunmin Yang Jongoh Jeong Kuk-Jin Yoon AAML VLM 415 9 0 30 Jul 2024
Diffusion Feedback Helps CLIP See BetterInternational Conference on Learning Representations (ICLR), 2024 Wenxuan Wang Quan-Sen Sun Fan Zhang Yepeng Tang Jing Liu Xinlong Wang VLM 318 36 0 29 Jul 2024
Advancing Prompt Learning through an External LayerACM Multimedia (MM), 2024 Fangming Cui Xun Yang Chao Wu Liang Xiao Xinmei Tian VLM 515 5 0 29 Jul 2024
Selective Vision-Language Subspace Projection for Few-shot CLIP Xingyu Zhu Beier Zhu Yi Tan Shuo Wang Yanbin Hao Haiqi Zhang VLM 195 16 0 24 Jul 2024
Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions Kai-Chun Liu Zhihang Fu Chao Chen Sheng Jin Ze Chen Mingyuan Tao Rongxin Jiang Jieping Ye VLM OODD 193 6 0 23 Jul 2024
Test-Time Low Rank Adaptation via Confidence Maximization for Zero-Shot Generalization of Vision-Language Models Raza Imam Hanan Gani Muhammad Huzaifa Karthik Nandakumar VLM 132 13 0 22 Jul 2024
Craft: Cross-modal Aligned Features Improve Robustness of Prompt Tuning Jingchen Sun Rohan Sharma Vishnu Suresh Lokhande Changyou Chen 300 0 0 22 Jul 2024
Rethinking Visual Content Refinement in Low-Shot CLIP Adaptation Jinda Lu Shuo Wang Yanbin Hao Haifeng Liu Xiang Wang Meng Wang 176 3 0 19 Jul 2024
Robust Calibration of Large Vision-Language Adapters Balamurali Murugesan Julio Silva-Rodríguez Ismail Ben Ayed Jose Dolz OODD VLM 299 20 0 18 Jul 2024
CoAPT: Context Attribute words for Prompt Tuning Gun Lee Subin An Sungyong Baik Soochahn Lee VPVLM VLM 239 2 0 18 Jul 2024
Uncertainty Calibration with Energy Based Instance-wise Scaling in the Wild Dataset Mijoo Kim Junseok Kwon UQCV 138 3 0 17 Jul 2024
SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions -- An EndoVis'24 Challenge Hao Ding Tuxun Lu Yuqian Zhang Ruixing Liang Hongchao Shu ... Bo Wang Marcos Fernández-Rodríguez Estevao Lima João L. Vilaça Mathias Unberath 524 7 0 16 Jul 2024
PartImageNet++ Dataset: Scaling up Part-based Models for Robust Recognition Xiao-Li Li Yining Liu Na Dong Sitian Qin Xiaolin Hu 251 7 0 15 Jul 2024
NODE-Adapter: Neural Ordinary Differential Equations for Better Vision-Language Reasoning Yi Zhang Chun-Wun Cheng Ke Yu Zhihai He Carola-Bibiane Schonlieb Angelica I Aviles-Rivero VLM 191 3 0 11 Jul 2024
Enhancing Robustness of Vision-Language Models through Orthogonality Learning and Cross-Regularization Jinlong Li Zequn Jie Elisa Ricci Lin Ma Andrii Zadaianchuk VLM 304 1 0 11 Jul 2024
Wavelet Convolutions for Large Receptive Fields Shahaf E. Finder Roy Amoyal Eran Treister Oren Freifeld ViT MDE 435 287 0 08 Jul 2024
AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation Yuhan Zhu Yuyang Ji Zhiyu Zhao Gangshan Wu Limin Wang VLM 273 23 0 05 Jul 2024
Fully Fine-tuned CLIP Models are Efficient Few-Shot Learners Mushui Liu Bozheng Li Yunlong Yu VLM CLIP 95 6 0 04 Jul 2024
Improving Zero-shot Generalization of Learned Prompts via Unsupervised Knowledge Distillation Marco Mistretta Alberto Baldrati Marco Bertini Andrew D. Bagdanov VPVLM VLM 440 19 0 03 Jul 2024
SAFT: Towards Out-of-Distribution Generalization in Fine-Tuning Bac Nguyen Stefan Uhlich Fabien Cardinaux Lukas Mauch Marzieh Edraki Aaron Courville OODD CLL VLM 349 7 0 03 Jul 2024
Knowledge Composition using Task Vectors with Learned Anisotropic Scaling Frederic Z. Zhang Paul Albert Cristian Rodriguez-Opazo Anton van den Hengel Ehsan Abbasnejad MoMe 254 24 0 03 Jul 2024
Conceptual Codebook Learning for Vision-Language Models Yi Zhang Ke Yu Siqi Wu Zhihai He VLM 406 5 0 02 Jul 2024
Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning Siwei Li Yifan Yang Yifei Shen Fangyun Wei Zongqing Lu L. Qiu Yuqing Yang AI4CE 173 5 0 01 Jul 2024
FastCLIP: A Suite of Optimization Techniques to Accelerate CLIP Training with Limited Resources Xiyuan Wei Fanjiang Ye Ori Yonay Xingyu Chen Baixi Sun Dingwen Tao Tianbao Yang VLM CLIP 364 4 0 01 Jul 2024
GalLoP: Learning Global and Local Prompts for Vision-Language Models Marc Lafon Elias Ramzi Clément Rambour Nicolas Audebert Nicolas Thome VLM 262 34 0 01 Jul 2024
MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs Wenqian Ye Guangtao Zheng Yunsheng Ma Xu Cao Bolin Lai James M. Rehg Aidong Zhang 182 26 0 24 Jun 2024
Improving robustness to corruptions with multiplicative weight perturbations Trung Trinh Markus Heinonen Luigi Acerbi Samuel Kaski 211 2 0 24 Jun 2024
Flat Posterior Does Matter For Bayesian Model Averaging Sungjun Lim Jeyoon Yeom Sooyon Kim Hoyoon Byun Jinho Kang Yohan Jung Jiyoung Jung Kyungwoo Song BDL AAML 707 0 0 21 Jun 2024
African or European Swallow? Benchmarking Large Vision-Language Models for Fine-Grained Object Classification Gregor Geigle Radu Timofte Goran Glavaš 192 17 0 20 Jun 2024
IntCoOp: Interpretability-Aware Vision-Language Prompt TuningConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Soumya Suvra Ghosal Samyadeep Basu Soheil Feizi Dinesh Manocha VLM 136 5 0 19 Jun 2024
Efficient and Long-Tailed Generalization for Pre-trained Vision-Language ModelKnowledge Discovery and Data Mining (KDD), 2024 Jiang-Xin Shi Chi Zhang Tong Wei Yu-Feng Li VLM 137 3 0 18 Jun 2024
Mixing Natural and Synthetic Images for Robust Self-Supervised Representations Reza Akbarian Bafghi Nidhin Harilal C. Monteleoni M. Raissi DiffM 221 1 0 18 Jun 2024
BaFTA: Backprop-Free Test-Time Adaptation For Zero-Shot Vision-Language Models Xuefeng Hu Ke Zhang Min Sun Albert Y. C. Chen Cheng-Hao Kuo Ram Nevatia VLM 105 3 0 17 Jun 2024
What Does Softmax Probability Tell Us about Classifiers Ranking Across Diverse Test Conditions? Weijie Tu Weijian Deng Liang Zheng Tom Gedeon 293 4 0 14 Jun 2024
Assessing Model Generalization in Vicinity Yuchi Liu Yifan Sun Jingdong Wang Liang Zheng AAML 185 0 0 13 Jun 2024
AdaNCA: Neural Cellular Automata As Adaptors For More Robust Vision Transformer Yitao Xu Tong Zhang Sabine Süsstrunk ViT 332 2 0 12 Jun 2024
Autoregressive Pretraining with Mamba in Vision Sucheng Ren Xianhang Li Haoqin Tu Feng Wang Fangxun Shu ... L. Yang Peng Wang Heng Wang Alan Yuille Cihang Xie Mamba 223 16 0 11 Jun 2024