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
Basis-Oriented Low-rank Transfer for Few-Shot and Test-Time Adaptation Junghwan Park Woojin Cho J. Heo Darongsae Kwon Kookjin Lee 20 0 0 02 Dec 2025
Generalizing Vision-Language Models with Dedicated Prompt Guidance Xinyao Li Yinjie Min H. G. Chen Zhekai Du Fengling Li Jingjing Li VLM 144 0 0 02 Dec 2025
Assimilation Matters: Model-level Backdoor Detection in Vision-Language Pretrained Models Z. Wang Jie M. Zhang Shiguang Shan Xilin Chen AAML 272 0 0 29 Nov 2025
PowerCLIP: Powerset Alignment for Contrastive Pre-Training Masaki Kawamura Nakamasa Inoue Rintaro Yanagi Hirokatsu Kataoka Rio Yokota CLIP VLM 105 0 0 28 Nov 2025
From Points to Clouds: Learning Robust Semantic Distributions for Multi-modal Prompts Weiran Li Yeqiang Liu Yijie Wei Mina Han Xin Liu Zhenbo Li DiffM VLM 56 0 0 28 Nov 2025
VaMP: Variational Multi-Modal Prompt Learning for Vision-Language Models Silin Cheng Kai Han MLLM VPVLM VLM 206 0 0 27 Nov 2025
AnchorOPT: Towards Optimizing Dynamic Anchors for Adaptive Prompt Learning Zheng Li Yibing Song Xin Zhang L. Luo Xiang Li J. Yang 136 0 0 26 Nov 2025
Fewer Tokens, Greater Scaling: Self-Adaptive Visual Bases for Efficient and Expansive Representation Learning Shawn Young Xingyu Zeng Lijian Xu VLM 76 0 0 24 Nov 2025
SloMo-Fast: Slow-Momentum and Fast-Adaptive Teachers for Source-Free Continual Test-Time Adaptation Md Akil Raihan Iftee M. S. Hossain Rakibul Hasan Rajib Tariq Iqbal Md. Mofijul Islam M. A. Amin Amin Ahsan Ali A. Rahman TTA 160 0 0 23 Nov 2025
RNN as Linear Transformer: A Closer Investigation into Representational Potentials of Visual Mamba Models Timing Yang Guoyizhe Wei Alan Yuille Feng Wang Mamba 113 0 0 23 Nov 2025
ReBaPL: Repulsive Bayesian Prompt Learning Yassir Bendou Omar Ezzahir Eduardo Fernandes Montesuma Gabriel Mahuas Victoria Shevchenko Mike Gartrell OffRL 221 0 0 21 Nov 2025
SafeR-CLIP: Mitigating NSFW Content in Vision-Language Models While Preserving Pre-Trained Knowledge Adeel Yousaf Joseph Fioresi James Beetham Amrit Singh Bedi Mubarak Shah VLM 132 0 0 20 Nov 2025
SNAP: Low-Latency Test-Time Adaptation with Sparse Updates Hyeongheon Cha Dong Min Kim Hye Won Chung Taesik Gong Sung-Ju Lee TTA VLM 245 0 0 19 Nov 2025
Did Models Sufficient Learn? Attribution-Guided Training via Subset-Selected Counterfactual Augmentation Yannan Chen Ruoyu Chen Bin Zeng Wei Wang Shiming Liu Qunli Zhang Zheng Hu L. Wang Y. Wang Xiaochun Cao 96 0 0 15 Nov 2025
NeuCLIP: Efficient Large-Scale CLIP Training with Neural Normalizer Optimization Xiyuan Wei Chih-Jen Lin Tianbao Yang VLM 112 0 0 11 Nov 2025
ClusterMine: Robust Label-Free Visual Out-Of-Distribution Detection via Concept Mining from Text Corpora Nikolas Adaloglou Diana Petrusheva Mohamed Asker Félix D. P. Michels M. Kollmann OODD 124 0 0 10 Nov 2025
Decoupling Augmentation Bias in Prompt Learning for Vision-Language ModelsPattern Recognition (Pattern Recogn.), 2025 Gahyeon Kim Sohee Kim Seokju Lee VLM 176 0 0 05 Nov 2025
SWAP: Towards Copyright Auditing of Soft Prompts via Sequential Watermarking Wenyuan Yang Yichen Sun Changzheng Chen Zhixuan Chu Jiaheng Zhang Yiming Li Dacheng Tao AAML 92 0 0 05 Nov 2025
Decoupled Multi-Predictor Optimization for Inference-Efficient Model Tuning Liwei Luo Shuaitengyuan Li Dongwei Ren Qilong Wang Q. Hu Qinghua Hu 120 0 0 05 Nov 2025
Decoupled Entropy Minimization Jing Ma Hanlin Li Xiang Xiang 104 0 0 05 Nov 2025
Bayesian Natural Gradient Fine-Tuning of CLIP Models via Kalman Filtering Hossein Abdi Mingfei Sun Wei Pan VLM 205 0 0 03 Nov 2025
A Retrospect to Multi-prompt Learning across Vision and LanguageIEEE International Conference on Computer Vision (ICCV), 2023 Ziliang Chen Xin Huang Quanlong Guan Liang Lin Weiqi Luo VPVLM VLM 361 10 0 31 Oct 2025
ODP-Bench: Benchmarking Out-of-Distribution Performance Prediction Han Yu Kehan Li Dongbai Li Yue He Xingxuan Zhang Peng Cui OODD 338 2 0 31 Oct 2025
ConceptScope: Characterizing Dataset Bias via Disentangled Visual Concepts Jinho Choi Hyesu Lim Steffen Schneider Jaegul Choo 132 0 0 30 Oct 2025
A-TPT: Angular Diversity Calibration Properties for Test-Time Prompt Tuning of Vision-Language Models Shihab Aaqil Ahamed Udaya S.K.P. Miriya Thanthrige Ranga Rodrigo Muhammad Haris Khan VLM 170 0 0 30 Oct 2025
Enhancing CLIP Robustness via Cross-Modality Alignment Xingyu Zhu B. Zhu Shuo Wang Kesen Zhao Hanwang Zhang VLM 251 0 0 28 Oct 2025
Revisiting Logit Distributions for Reliable Out-of-Distribution Detection Jiachen Liang Ruibing Hou Minyang Hu Hong Chang Shiguang Shan Xilin Chen OODD 248 0 0 23 Oct 2025
Class-Aware Prototype Learning with Negative Contrast for Test-Time Adaptation of Vision-Language Models Xiaozhen Qiao Jingkai Zhao Yuqiu Jiang Xianda Guo Zhe Sun Hongyuan Zhang Xuelong Li VLM 146 0 0 22 Oct 2025
ProCLIP: Progressive Vision-Language Alignment via LLM-based Embedder Xiaoxing Hu Kaicheng Yang Ziyang Gong Qi Ming Zonghao Guo Xiang An Ziyong Feng Junchi Yan Xue Yang CLIP VLM 195 0 0 21 Oct 2025
Your VAR Model is Secretly an Efficient and Explainable Generative Classifier Yi-Chung Chen David I. Inouye Jing Gao DiffM VLM 120 0 0 14 Oct 2025
Universal Adaptive Environment Discovery Madi Matymov Ba-Hien Tran Maurizio Filippone OOD OffRL 76 0 0 14 Oct 2025
MATH-Beyond: A Benchmark for RL to Expand Beyond the Base Model Prasanna Mayilvahanan Ricardo Dominguez-Olmedo Thaddäus Wiedemer Wieland Brendel OffRL AIMat ReLM LRM 185 0 0 13 Oct 2025
Efficient Edge Test-Time Adaptation via Latent Feature Coordinate Correction Xinyu Luo Jie Liu Kecheng Chen Junyi Yang Bo Ding Arindam Basu Haoliang Li 77 0 0 13 Oct 2025
D-TPT: Dimensional Entropy Maximization for Calibrating Test-Time Prompt Tuning in Vision-Language Models Jisu Han Wonjun Hwang VLM 154 0 0 10 Oct 2025
Cluster-Aware Prompt Ensemble Learning for Few-Shot Vision-Language Model AdaptationPattern Recognition (Pattern Recogn.), 2025 Zhi Chen Xin Yu Xiaohui Tao Yan Li Zi Huang VLM 136 2 0 10 Oct 2025
Approximate Domain Unlearning for Vision-Language Models Kodai Kawamura Yuta Goto Rintaro Yanagi Hirokatsu Kataoka Go Irie MU VLM 173 0 0 09 Oct 2025
TTRV: Test-Time Reinforcement Learning for Vision Language Models Akshit Singh Shyam Marjit Wei Lin Paul Gavrikov Serena Yeung-Levy Hilde Kuehne Rogerio Feris Sivan Doveh James R. Glass Muhammad Jehanzeb Mirza VLM 197 0 0 08 Oct 2025
Beyond Spectral Peaks: Interpreting the Cues Behind Synthetic Image Detection S. Mandelli Diego Vila-Portela David Vázquez-Padín Paolo Bestagini Fernando Perez-Gonzalez AAML 112 0 0 07 Oct 2025
Domain Generalization: A Tale of Two ERMs Yilun Zhu Naihao Deng Naichen Shi Aditya Gangrade Clayton Scott OOD 83 0 0 06 Oct 2025
Confidence and Dispersity as Signals: Unsupervised Model Evaluation and Ranking Weijian Deng Weijie Tu Ibrahim Radwan Mohammad Abu Alsheikh Stephen Gould Liang Zheng 120 0 0 03 Oct 2025
Bayesian Test-time Adaptation for Object Recognition and Detection with Vision-language Models Lihua Zhou Mao Ye Shuaifeng Li Nianxin Li Jinlin Wu X. Zhu Lei Deng Hongbin Liu Jiebo Luo Zhen Lei BDL VLM TTA 285 0 0 03 Oct 2025
POEM: Explore Unexplored Reliable Samples to Enhance Test-Time Adaptation Changán Yi Xiaohui Deng Shuaicheng Niu Yan Zhou 128 0 0 26 Sep 2025
TRUST: Test-Time Refinement using Uncertainty-Guided SSM Traverses Sahar Dastani Ali Bahri G. A. V. Hakim Moslem Yazdanpanah Mehrdad Noori David Osowiechi Samuel Barbeau Ismail Ben Ayed H. Lombaert Christian Desrosiers TTA 187 0 0 26 Sep 2025
Can Less Precise Be More Reliable? A Systematic Evaluation of Quantization's Impact on CLIP Beyond Accuracy Aymen Bouguerra Daniel Montoya Alexandra Gomez-Villa Fabio Arnez Chokri Mraidha UQCV 296 0 0 25 Sep 2025
PRISM: Precision-Recall Informed Data-Free Knowledge Distillation via Generative Diffusion Xuewan He Jielei Wang Zihan Cheng Yuchen Su Shiyue Huang Guoming Lu DiffM 121 0 0 21 Sep 2025
Rethinking Sparse Autoencoders: Select-and-Project for Fairness and Control from Encoder Features Alone Antonio Bărbălău Cristian Daniel Păduraru Teodor Poncu Alexandru Tifrea Elena Burceanu 153 0 0 13 Sep 2025
AttriPrompt: Dynamic Prompt Composition Learning for CLIP Qiqi Zhan Shiwei Li Qingjie Liu Yunhong Wang VLM 144 1 0 07 Sep 2025
Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model Phuoc-Nguyen Bui Khanh-Binh Nguyen Hyunseung Choo VLM 280 0 0 04 Sep 2025
Causality-guided Prompt Learning for Vision-language Models via Visual Granulation Mengyu Gao Qiulei Dong VLM 232 1 0 04 Sep 2025
Singular Value Few-shot Adaptation of Vision-Language Models Taha Koleilat H. Rivaz Yiming Xiao VLM 214 0 0 03 Sep 2025