% Key papers for Attribute-based zero-shot learning (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2016_learning_11658, title = {{Learning Deep Representations of Fine-Grained Visual Descriptions}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2016}, } @inproceedings{cvpr2017_learning_12418, title = {{Learning a Deep Embedding Model for Zero-Shot Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2023_winclip_22579, title = {{WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22426}, } @inproceedings{cvpr2022_lit_19254, title = {{LiT: Zero-Shot Transfer With Locked-Image Text Tuning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2022_decoupling_18602, title = {{Decoupling Zero-Shot Semantic Segmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2016_less_11681, title = {{Less Is More: Zero-Shot Learning From Online Textual Documents With Noise Suppression}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2016}, } @inproceedings{cvpr2019_semantically_14809, title = {{Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-Based Image Retrieval}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{aaai2022_transzero_2879, title = {{TransZero: Attribute-Guided Transformer for Zero-Shot Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/00330-transzero-attribute-guided-transformer-for-zero-shot-learning/}, } @inproceedings{cvpr2021_open_17544, title = {{Open World Compositional Zero-Shot Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2022_zerocap_20241, title = {{ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2023_clip_20538, title = {{CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21804}, } @inproceedings{neurips2018_stacked_57644, title = {{Stacked Semantics-Guided Attention Model for Fine-Grained Zero-Shot Learning}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2018}, url = {https://nips.cc/virtual/2018/poster/11582}, } @inproceedings{aaai2023_duet_3398, title = {{DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/25114}, } @inproceedings{cvpr2019_hybrid_14294, title = {{Hybrid-Attention Based Decoupled Metric Learning for Zero-Shot Image Retrieval}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2025_aa_25382, title = {{AA-CLIP: Enhancing Zero-Shot Anomaly Detection via Anomaly-Aware CLIP}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/35044}, } @inproceedings{cvpr2024_language_23927, title = {{Language-only Training of Zero-shot Composed Image Retrieval}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30468}, } @inproceedings{aaai2023_open_4305, title = {{Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/25159}, } @inproceedings{cvpr2023_decomposed_20726, title = {{Decomposed Soft Prompt Guided Fusion Enhancing for Compositional Zero-Shot Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21189}, } @inproceedings{aaai2022_tvt_2809, title = {{TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/02370-tvt-three-way-vision-transformer-through-multi-modal-hypersphere-learning-for-zero-shot-sketch-based-image-retrieval/}, } @inproceedings{cvpr2024_progressive_24525, title = {{Progressive Semantic-Guided Vision Transformer for Zero-Shot Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31784}, } @inproceedings{cvpr2024_meacap_24127, title = {{MeaCap: Memory-Augmented Zero-shot Image Captioning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31735}, } @inproceedings{cvpr2024_simple_24822, title = {{Simple Semantic-Aided Few-Shot Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29200}, } @inproceedings{aaai2024_vlcounter_7743, title = {{VLCounter: Text-Aware Visual Representation for Zero-Shot Object Counting}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28050}, } @inproceedings{cvpr2024_troika_25090, title = {{Troika: Multi-Path Cross-Modal Traction for Compositional Zero-Shot Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31750}, } @inproceedings{cvpr2024_part_24439, title = {{Part-aware Unified Representation of Language and Skeleton for Zero-shot Action Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29423}, } @inproceedings{cvpr2024_carzero_22900, title = {{CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31015}, } @inproceedings{cvpr2024_knowledge_23868, title = {{Knowledge-Enhanced Dual-stream Zero-shot Composed Image Retrieval}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31085}, } @inproceedings{cvpr2024_text_24995, title = {{Text-to-Image Diffusion Models are Great Sketch-Photo Matchmakers}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31508}, } @inproceedings{cvpr2024_zero_25314, title = {{Zero-shot Referring Expression Comprehension via Structural Similarity Between Images and Captions}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31655}, } @inproceedings{aaai2026_adaptclip_100664, title = {{AdaptCLIP: Adapting CLIP for Universal Visual Anomaly Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/42404}, } @inproceedings{aaai2024_procc_6992, title = {{ProCC: Progressive Cross-Primitive Compatibility for Open-World Compositional Zero-Shot Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29164}, } @inproceedings{aaai2025_zeromamba_11328, title = {{ZeroMamba: Exploring Visual State Space Model for Zero-Shot Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32366}, } @inproceedings{cvpr2025_logiczsl_26703, title = {{LOGICZSL: Exploring Logic-induced Representation for Compositional Zero-shot Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34316}, } @inproceedings{cvpr2025_neuron_27067, title = {{Neuron: Learning Context-Aware Evolving Representations for Zero-Shot Skeleton Action Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34553}, } @inproceedings{cvpr2025_visual_28127, title = {{Visual and Semantic Prompt Collaboration for Generalized Zero-Shot Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33663}, } @inproceedings{aaai2025_iterprime_9612, title = {{IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word Emphasis}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32880}, } @inproceedings{cvpr2025_diffusion_25941, title = {{Diffusion Bridge: Leveraging Diffusion Model to Reduce the Modality Gap Between Text and Vision for Zero-Shot Image Captioning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/35090}, }