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 / 810 papers shown

Title
Backpropagation-Free Test-Time Adaptation via Probabilistic Gaussian Alignment Youjia Zhang Youngeun Kim Young-Geun Choi Hongyeob Kim Huiling Liu Sungeun Hong TTA 380 0 0 21 Aug 2025
Preserve and Sculpt: Manifold-Aligned Fine-tuning of Vision-Language Models for Few-Shot Learning Dexia Chen Qianjie Zhu Weibing Li Yue Yu Tong Zhang Ruixuan Wang 84 0 0 18 Aug 2025
Cross-Domain Few-Shot Learning via Multi-View Collaborative Optimization with Vision-Language Models Dexia Chen Wentao Zhang Qianjie Zhu Ping Hu Weibing Li Tong Zhang Ruixuan Wang VLM 84 0 0 18 Aug 2025
Probing the Representational Power of Sparse Autoencoders in Vision Models Matthew Lyle Olson Musashi Hinck Neale Ratzlaff Changbai Li Phillip Howard Vasudev Lal Shao-Yen Tseng 144 1 0 15 Aug 2025
SemPT: Semantic Prompt Tuning for Vision-Language Models Xiao Shi Yangjun Ou Zhenzhong Chen MLLM VLM VPVLM 200 0 0 14 Aug 2025
Increasing the Utility of Synthetic Images through Chamfer Guidance Nicola DallÁsen Xiaofeng Zhang Reyhane Askari Hemmat Melissa Hall Jakob Verbeek Adriana Romero Soriano M. Drozdzal 175 1 0 14 Aug 2025
AME: Aligned Manifold Entropy for Robust Vision-Language Distillation Guiming Cao Yuming Ou AAML VLM 155 2 0 12 Aug 2025
Transferable Model-agnostic Vision-Language Model Adaptation for Efficient Weak-to-Strong Generalization Jihwan Park Taehoon Song S. Lee M. Choi Hyunwoo J. Kim VLM 106 0 0 12 Aug 2025
Adaptive Cache Enhancement for Test-Time Adaptation of Vision-Language Models Khanh-Binh Nguyen Phuoc-Nguyen Bui Hyunseung Choo Duc Thanh Nguyen VLM TTA 321 1 0 11 Aug 2025
CoCAViT: Compact Vision Transformer with Robust Global Coordination Xuyang Wang Lingjuan Miao Zhiqiang Zhou ViT VLM 84 0 0 07 Aug 2025
Accelerating Conditional Prompt Learning via Masked Image Modeling for Vision-Language Models Phuoc-Nguyen Bui Khanh-Binh Nguyen Hyunseung Choo VLM 197 1 0 07 Aug 2025
Adapting Vision-Language Models Without Labels: A Comprehensive Survey Hao Dong Lijun Sheng Jian Liang Ran He Eleni Chatzi Olga Fink OffRL VLM 172 3 0 07 Aug 2025
Robust Prompt Tuning for Vision-Language Models with Mild Semantic Noise Yansheng Gao Yufei Zheng Jinghan Qu VLM 260 0 0 06 Aug 2025
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Yizhe Xiong Zihan Zhou Yiwen Liang H. Chen Zijia Lin Tianxiang Hao Fan Zhang Jungong Han Guiguang Ding 193 0 0 05 Aug 2025
Causal Disentanglement and Cross-Modal Alignment for Enhanced Few-Shot Learning Tianjiao Jiang Zhen Zhang Y. Liu J. Q. Shi 161 1 0 05 Aug 2025
VITRIX-CLIPIN: Enhancing Fine-Grained Visual Understanding in CLIP via Instruction Editing Data and Long Captions Ziteng Wang Siqi Yang Limeng Qiao Lin Ma VLM 277 0 0 04 Aug 2025
Test-Time Model Adaptation for Quantized Neural Networks Zeshuai Deng Guohao Chen Shuaicheng Niu Hui Luo Shuhai Zhang Yifan Yang Renjie Chen Wei Luo Mingkui Tan MQ 123 1 0 04 Aug 2025
EvoVLMA: Evolutionary Vision-Language Model Adaptation Kun Ding Ying Wang Shiming Xiang VLM 110 0 0 03 Aug 2025
Multi-Cache Enhanced Prototype Learning for Test-Time Generalization of Vision-Language Models Xinyu Chen Haotian Zhai Can Zhang Xiupeng Shi Ruirui Li VLM 177 0 0 02 Aug 2025
Decouple before Align: Visual Disentanglement Enhances Prompt TuningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Fei Zhang Tianfei Zhou Jiangchao Yao Ya Zhang Ivor W. Tsang Yanfeng Wang 184 5 0 01 Aug 2025
Evading Data Provenance in Deep Neural Networks Hongyu Zhu Sichu Liang Wenwen Wang Zhuomeng Zhang Fangqi Li Shi-Lin Wang AAML 223 1 0 01 Aug 2025
Towards Higher Effective Rank in Parameter-efficient Fine-tuning using Khatri--Rao Product Paul Albert Frederic Z. Zhang Hemanth Saratchandran Anton van den Hengel Ehsan Abbasnejad 113 4 0 01 Aug 2025
MSGCoOp: Multiple Semantic-Guided Context Optimization for Few-Shot Learning Zhaolong Wang Tongfeng Sun Mingzheng Du Yachao Huang VLM 156 0 0 29 Jul 2025
Beyond Class Tokens: LLM-guided Dominant Property Mining for Few-shot Classification Wei Zhuo Runjie Luo Wufeng Xue Linlin Shen 232 0 0 28 Jul 2025
TAPS : Frustratingly Simple Test Time Active Learning for VLMs Dhruv Sarkar Aprameyo Chakrabartty Bibhudatta Bhanja VLM 167 0 0 26 Jul 2025
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Wenjie Zhu Yabin Zhang Xin Jin Wenjun Zeng Lei Zhang 203 0 0 26 Jul 2025
CNS-Bench: Benchmarking Image Classifier Robustness Under Continuous Nuisance Shifts Olaf Dünkel Artur Jesslen Jiahao Xie Christian Theobalt Christian Rupprecht Adam Kortylewski DiffM 156 0 0 23 Jul 2025
One Last Attention for Your Vision-Language Model Liang Chen Ghazi Shazan Ahmad Tianjun Yao Lingqiao Liu Zhiqiang Shen VLM 200 0 0 21 Jul 2025
Hierarchical Cross-modal Prompt Learning for Vision-Language Models Hao Zheng Shunzhi Yang Zhuoxin He J. Yang Zhenhua Huang VLM 108 4 0 20 Jul 2025
CLIPTTA: Robust Contrastive Vision-Language Test-Time Adaptation Marc Lafon Gustavo Adolfo Vargas Hakim Clément Rambour Christian Desrosier Nicolas Thome VLM 176 1 0 18 Jul 2025
ThinkingViT: Matryoshka Thinking Vision Transformer for Elastic Inference A. Hojjat Janek Haberer Soren Pirk Olaf Landsiedel ViT LRM 156 2 0 14 Jul 2025
NegRefine: Refining Negative Label-Based Zero-Shot OOD Detection Amirhossein Ansari Ke Wang Pulei Xiong VLM 126 0 0 13 Jul 2025
Advancing Reliable Test-Time Adaptation of Vision-Language Models under Visual Variations Yiwen Liang H. Chen Yizhe Xiong Zihan Zhou Mengyao Lyu Zijia Lin Shuaicheng Niu Sicheng Zhao Jungong Han Guiguang Ding VLM TTA 245 2 0 13 Jul 2025
Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift Behraj Khan T. Syed Nouman Durrani Bilal Naseem Shabir Ahmad Rizwan Qureshi MedIm VLM 194 0 0 12 Jul 2025
How Well Does GPT-4o Understand Vision? Evaluating Multimodal Foundation Models on Standard Computer Vision Tasks Rahul Ramachandran Ali Garjani Roman Bachmann Andrei Atanov Oğuzhan Fatih Kar Amir Zamir MLLM VLM LRM 186 10 0 02 Jul 2025
The Illusion of Progress? A Critical Look at Test-Time Adaptation for Vision-Language Models Lijun Sheng Jian Liang Ran He Z. Wang Tieniu Tan VLM MLLM 231 1 0 30 Jun 2025
SharpZO: Hybrid Sharpness-Aware Vision Language Model Prompt Tuning via Forward-Only Passes Yifan Yang Zhen-ying Zhang Rupak Vignesh Swaminathan Jing Liu Nathan Susanj Zheng Zhang VLM 150 1 0 26 Jun 2025
LAION-C: An Out-of-Distribution Benchmark for Web-Scale Vision Models Fanfei Li Thomas Klein Wieland Brendel Robert Geirhos Roland S. Zimmermann OODD 172 3 0 20 Jun 2025
Hierarchical Multi-Positive Contrastive Learning for Patent Image Retrieval Kshitij Kavimandan Angelos Nalmpantis Emma Beauxis-Aussalet Robert-Jan Sips 234 0 0 16 Jun 2025
LARGO: Low-Rank Regulated Gradient Projection for Robust Parameter Efficient Fine-Tuning Haotian Zhang Liu Liu Baosheng Yu Jiayan Qiu Yanwei Ren Xianglong Liu 130 0 0 14 Jun 2025
Enabling Validation for Robust Few-Shot Recognition Hanxin Wang Tian Liu Shu Kong VLM 351 1 0 05 Jun 2025
Rapid Urban Visibility Hotspots: Quantifying Building Vertex Visibility from Connected Vehicle Trajectories using Spatial Indexing Artur Grigorev Adriana-Simona Mihaita 238 2 0 03 Jun 2025
Proxy-FDA: Proxy-based Feature Distribution Alignment for Fine-tuning Vision Foundation Models without Forgetting Chen Huang Skyler Seto Hadi Pouransari Mehrdad Farajtabar Raviteja Vemulapalli Fartash Faghri Oncel Tuzel B. Theobald Josh Susskind CLL 236 0 0 30 May 2025
Conformal Prediction for Zero-Shot ModelsComputer Vision and Pattern Recognition (CVPR), 2025 Julio Silva-Rodríguez Ismail Ben Ayed Jose Dolz VLM 225 3 0 30 May 2025
Revisiting Bayesian Model Averaging in the Era of Foundation Models Mijung Park UQCV MoMe 149 0 0 28 May 2025
FRAMES-VQA: Benchmarking Fine-Tuning Robustness across Multi-Modal Shifts in Visual Question AnsweringComputer Vision and Pattern Recognition (CVPR), 2025 Chengyue Huang Brisa Maneechotesuwan Shivang Chopra Z. Kira AAML 224 4 0 27 May 2025
Frequency Composition for Compressed and Domain-Adaptive Neural Networks Yoojin Kwon Hongjun Suh Wooseok Lee Taesik Gong Songyi Han Hyung-Sin Kim 215 0 0 27 May 2025
DiSa: Directional Saliency-Aware Prompt Learning for Generalizable Vision-Language ModelsKnowledge Discovery and Data Mining (KDD), 2025 Niloufar Alipour Talemi Hossein Kashiani Hossein R. Nowdeh Fatemeh Afghah VLM 174 0 0 26 May 2025
AmorLIP: Efficient Language-Image Pretraining via Amortization Haotian Sun Yitong Li Yuchen Zhuang Niao He Hanjun Dai Bo Dai VLM 296 1 0 25 May 2025
NeuroTrails: Training with Dynamic Sparse Heads as the Key to Effective Ensembling Bram Grooten Farid Hasanov Chenxiang Zhang Q. Xiao Boqian Wu ... Shiwei Liu L. Yin Elena Mocanu Mykola Pechenizkiy Decebal Constantin Mocanu 240 0 0 23 May 2025