zero-shot recognition

Concept Regions Matter: Benchmarking CLIP with a New Cluster-Importance Approach CVPR 2026 Learning from Itself: Mining Internal Knowledge from Vision Language Models for Continual Learning CVPR 2026 PromptEmo: Learning Emotion with Bilateral Textual Prompts in Multi-Domain Open-set Scenarios AAAI 2026 TTP: Test-Time Padding for Adversarial Detection and Robust Adaptation on Vision-Language Models CVPR 2026 When CLIP Sees More, It Fights Back Harder: Multi-View Guided Adaptive Counterattacks for Test-Time Adversarial Robustness CVPR 2026 EZSR: Event-based Zero-Shot Recognition CVPR 2025 Few-Shot Recognition via Stage-Wise Retrieval-Augmented Finetuning CVPR 2025 iKnow-audio: Integrating Knowledge Graphs with Audio-Language Models EMNLP 2025 Leveraging MLLM Embeddings and Attribute Smoothing for Compositional Zero-Shot Learning IJCAI 2025 SPARC: Score Prompting and Adaptive Fusion for Zero-Shot Multi-Label Recognition in Vision-Language Models CVPR 2025 Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Models ICLR 2025 Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters CVPR 2024 Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Pre-training Framework CVPR 2024 Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD Generalization ICLR 2024 UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All CVPR 2024 X-MIC: Cross-Modal Instance Conditioning for Egocentric Action Generalization CVPR 2024 AutoLabel: CLIP-Based Framework for Open-Set Video Domain Adaptation CVPR 2023 Filtering, Distillation, and Hard Negatives for Vision-Language Pre-Training CVPR 2023 iCLIP: Bridging Image Classification and Contrastive Language-Image Pre-Training for Visual Recognition CVPR 2023 ImageBind: One Embedding Space To Bind Them All CVPR 2023 Learning To Name Classes for Vision and Language Models CVPR 2023 LMC: Large Model Collaboration with Cross-assessment for Training-Free Open-Set Object Recognition NeurIPS 2023 Non-Contrastive Learning Meets Language-Image Pre-Training CVPR 2023 Data Efficient Language-Supervised Zero-Shot Recognition with Optimal Transport Distillation ICLR 2022 Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm ICLR 2022