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 / 820 papers shown

Singular Value Few-shot Adaptation of Vision-Language Models

254

03 Sep 2025

FedAPT: Federated Adversarial Prompt Tuning for Vision-Language Models

117

03 Sep 2025

Spotlighter: Revisiting Prompt Tuning from a Representative Mining View

194

31 Aug 2025

Domain Generalization in-the-Wild: Disentangling Classification from Domain-Aware Representations

242

29 Aug 2025

Domain Adaptation Techniques for Natural and Medical Image ClassificationInformation Sciences (Inf. Sci.), 2025

136

28 Aug 2025

Alternating Training-based Label Smoothing Enhances Prompt Generalization

198

25 Aug 2025

Constrained Prompt Enhancement for Improving Zero-Shot Generalization of Vision-Language Models

147

24 Aug 2025

Backpropagation-Free Test-Time Adaptation via Probabilistic Gaussian Alignment

494

21 Aug 2025

Cross-Domain Few-Shot Learning via Multi-View Collaborative Optimization with Vision-Language Models

153

18 Aug 2025

Preserve and Sculpt: Manifold-Aligned Fine-tuning of Vision-Language Models for Few-Shot Learning

137

18 Aug 2025

Probing the Representational Power of Sparse Autoencoders in Vision Models

214

15 Aug 2025

SemPT: Semantic Prompt Tuning for Vision-Language Models

248

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

238

14 Aug 2025

AME: Aligned Manifold Entropy for Robust Vision-Language Distillation

Guiming Cao

Yuming Ou

AAML VLM

172

12 Aug 2025

Transferable Model-agnostic Vision-Language Model Adaptation for Efficient Weak-to-Strong Generalization

161

12 Aug 2025

Adaptive Cache Enhancement for Test-Time Adaptation of Vision-Language Models

369

11 Aug 2025

CoCAViT: Compact Vision Transformer with Robust Global Coordination

117

07 Aug 2025

Accelerating Conditional Prompt Learning via Masked Image Modeling for Vision-Language Models

241

07 Aug 2025

Adapting Vision-Language Models Without Labels: A Comprehensive Survey

219

07 Aug 2025

Robust Prompt Tuning for Vision-Language Models with Mild Semantic Noise

346

06 Aug 2025

Causal Disentanglement and Cross-Modal Alignment for Enhanced Few-Shot Learning

188

05 Aug 2025

Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation

244

05 Aug 2025

VITRIX-CLIPIN: Enhancing Fine-Grained Visual Understanding in CLIP via Instruction Editing Data and Long Captions

397

04 Aug 2025

Test-Time Model Adaptation for Quantized Neural Networks

161

04 Aug 2025

EvoVLMA: Evolutionary Vision-Language Model Adaptation

150

03 Aug 2025

Multi-Cache Enhanced Prototype Learning for Test-Time Generalization of Vision-Language Models

252

02 Aug 2025

Evading Data Provenance in Deep Neural Networks

266

01 Aug 2025

Decouple before Align: Visual Disentanglement Enhances Prompt TuningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025

246

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

186

01 Aug 2025

MSGCoOp: Multiple Semantic-Guided Context Optimization for Few-Shot Learning

217

29 Jul 2025

Beyond Class Tokens: LLM-guided Dominant Property Mining for Few-shot Classification

303

28 Jul 2025

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection

270

26 Jul 2025

TAPS : Frustratingly Simple Test Time Active Learning for VLMs

Dhruv Sarkar

Aprameyo Chakrabartty

Bibhudatta Bhanja

VLM

227

26 Jul 2025

CNS-Bench: Benchmarking Image Classifier Robustness Under Continuous Nuisance Shifts

216

23 Jul 2025

One Last Attention for Your Vision-Language Model

238

21 Jul 2025

Hierarchical Cross-modal Prompt Learning for Vision-Language Models

188

20 Jul 2025

CLIPTTA: Robust Contrastive Vision-Language Test-Time Adaptation

Marc Lafon

Gustavo Adolfo Vargas Hakim

262

18 Jul 2025

ThinkingViT: Matryoshka Thinking Vision Transformer for Elastic Inference

239

14 Jul 2025

NegRefine: Refining Negative Label-Based Zero-Shot OOD Detection

181

13 Jul 2025

Advancing Reliable Test-Time Adaptation of Vision-Language Models under Visual Variations

294

13 Jul 2025

Calibrated and Robust Foundation Models for Vision-Language and Medical Image Tasks Under Distribution Shift

262

12 Jul 2025

Dynamic Multimodal Prototype Learning in Vision-Language Models

223

04 Jul 2025

How Well Does GPT-4o Understand Vision? Evaluating Multimodal Foundation Models on Standard Computer Vision Tasks

217

02 Jul 2025

The Illusion of Progress? A Critical Look at Test-Time Adaptation for Vision-Language Models

313

30 Jun 2025

SharpZO: Hybrid Sharpness-Aware Vision Language Model Prompt Tuning via Forward-Only Passes

Yifan Yang

Zhen-ying Zhang

Rupak Vignesh Swaminathan

199

26 Jun 2025

LAION-C: An Out-of-Distribution Benchmark for Web-Scale Vision Models

218

20 Jun 2025

Hierarchical Multi-Positive Contrastive Learning for Patent Image Retrieval

Kshitij Kavimandan

Angelos Nalmpantis

Emma Beauxis-Aussalet

Robert-Jan Sips

295

16 Jun 2025

LARGO: Low-Rank Regulated Gradient Projection for Robust Parameter Efficient Fine-Tuning

222

14 Jun 2025

Enabling Validation for Robust Few-Shot Recognition

465

05 Jun 2025

Rapid Urban Visibility Hotspots: Quantifying Building Vertex Visibility from Connected Vehicle Trajectories using Spatial Indexing

Artur Grigorev

Adriana-Simona Mihaita

318

03 Jun 2025