% Key papers for Transductive and semantic-dictionary zero-shot (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2024_depth_23149, title = {{Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30176}, } @inproceedings{cvpr2016_latent_11644, title = {{Latent Embeddings for Zero-Shot Classification}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2016}, } @inproceedings{cvpr2019_f_14177, title = {{F-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2019_doodle_14109, title = {{Doodle to Search: Practical Zero-Shot Sketch-Based Image Retrieval}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2020_domain_15434, title = {{Domain-Aware Visual Bias Eliminating for Generalized Zero-Shot Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2017_low_12442, title = {{Low-Rank Embedded Ensemble Semantic Dictionary for Zero-Shot Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2023_pic2word_21867, title = {{Pic2Word: Mapping Pictures to Words for Zero-Shot Composed Image Retrieval}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21789}, } @inproceedings{cvpr2019_tafe_14892, title = {{TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2017_gaze_12300, title = {{Gaze Embeddings for Zero-Shot Image Classification}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2018_towards_13663, title = {{Towards Universal Representation for Unseen Action Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Zhu_Towards_Universal_Representation_CVPR_2018_paper.html}, } @inproceedings{cvpr2020_a_15082, title = {{A Shared Multi-Attention Framework for Multi-Label Zero-Shot Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2022_siamese_19873, title = {{Siamese Contrastive Embedding Network for Compositional Zero-Shot Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2025_foundationstereo_26306, title = {{FoundationStereo: Zero-Shot Stereo Matching}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34330}, } @inproceedings{aaai2016_concepts_105413, title = {{Concepts Not Alone: Exploring Pairwise Relationships for Zero-Shot Video Activity Recognition}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2016}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/10466}, } @inproceedings{cvpr2018_webly_13730, title = {{Webly Supervised Learning Meets Zero-Shot Learning: A Hybrid Approach for Fine-Grained Classification}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Niu_Webly_Supervised_Learning_CVPR_2018_paper.html}, } @inproceedings{cvpr2019_marginalized_14502, title = {{Marginalized Latent Semantic Encoder for Zero-Shot Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2021_light_17350, title = {{Light Field Super-Resolution With Zero-Shot Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{aaai2020_zero_103886, title = {{Zero-Shot Sketch-Based Image Retrieval via Graph Convolution Network}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6993}, } @inproceedings{neurips2020_a_59286, title = {{A causal view of compositional zero-shot recognition}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2020}, url = {https://nips.cc/virtual/2020/poster/18848}, } @inproceedings{aaai2020_generative_103082, title = {{Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6392}, } @inproceedings{cvpr2024_telling_24970, title = {{Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31861}, } @inproceedings{cvpr2024_improving_23786, title = {{Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29492}, } @inproceedings{cvpr2024_transductive_25083, title = {{Transductive Zero-Shot and Few-Shot CLIP}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31157}, } @inproceedings{cvpr2025_stereo_27753, title = {{Stereo Anywhere: Robust Zero-Shot Deep Stereo Matching Even Where Either Stereo or Mono Fail}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32466}, } @inproceedings{aaai2024_asymmetric_5213, title = {{Asymmetric Mutual Alignment for Unsupervised Zero-Shot Sketch-Based Image Retrieval}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29588}, } @inproceedings{cvpr2025_on_27135, title = {{On the Out-Of-Distribution Generalization of Large Multimodal Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34444}, } @inproceedings{iclr2024_musc_33806, title = {{MuSc: Zero-Shot Industrial Anomaly Classification and Segmentation with Mutual Scoring of the Unlabeled Images}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/19269}, } @inproceedings{cvpr2025_few_26254, title = {{Few-Shot Recognition via Stage-Wise Retrieval-Augmented Finetuning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33779}, } @inproceedings{cvpr2025_forensic_26299, title = {{Forensic Self-Descriptions Are All You Need for Zero-Shot Detection, Open-Set Source Attribution, and Clustering of AI-generated Images}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33420}, } @inproceedings{cvpr2025_zerovo_28184, title = {{ZeroVO: Visual Odometry with Minimal Assumptions}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32648}, } @inproceedings{cvpr2025_navigating_27053, title = {{Navigating the Unseen: Zero-shot Scene Graph Generation via Capsule-Based Equivariant Features}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32752}, } @inproceedings{cvpr2025_cross_25798, title = {{Cross-View Completion Models are Zero-shot Correspondence Estimators}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33780}, } @inproceedings{iclr2024_sptnet_33560, title = {{SPTNet: An Efficient Alternative Framework for Generalized Category Discovery with Spatial Prompt Tuning}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/19515}, } @inproceedings{cvpr2025_conformal_25764, title = {{Conformal Prediction for Zero-Shot Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33189}, } @inproceedings{neurips2025_repurposing_78832, title = {{Repurposing Marigold for Zero-Shot Metric Depth Estimation via Defocus Blur Cues}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=imO353Gyrl}, } @inproceedings{neurips2025_zeus_78528, title = {{ZEUS: Zero-shot Embeddings for Unsupervised Separation of Tabular Data}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=fjBsE0kKk4}, } @inproceedings{aaai2026_msme_108439, title = {{MSME: A Multi-Stage Multi-Expert Framework for Zero-Shot Stance Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/40791}, } @inproceedings{icml2024_let_44404, title = {{Let Go of Your Labels with Unsupervised Transfer}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/34048}, }