% Key papers for Language-grounded scene text and structure (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2020_x_16499, title = {{X-Linear Attention Networks for Image Captioning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2021_conceptual_16732, title = {{Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2016_jointly_11632, title = {{Jointly Modeling Embedding and Translation to Bridge Video and Language}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2016}, } @inproceedings{aaai2016_text_105187, title = {{Text Matching as Image Recognition}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2016}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/10341}, } @inproceedings{aaai2019_show_103484, title = {{Show, Attend and Read: A Simple and Strong Baseline for Irregular Text Recognition}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/4881}, } @inproceedings{cvpr2021_read_17706, title = {{Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2020_towards_16350, title = {{Towards Accurate Scene Text Recognition With Semantic Reasoning Networks}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{aaai2021_similarity_1386, title = {{Similarity Reasoning and Filtration for Image-Text Matching}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/01218-similarity-reasoning-and-filtration-for-image-text-matching/}, } @inproceedings{cvpr2018_aon_12816, title = {{AON: Towards Arbitrarily-Oriented Text Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Cheng_AON_Towards_Arbitrarily-Oriented_CVPR_2018_paper.html}, } @inproceedings{cvpr2020_seed_16158, title = {{SEED: Semantics Enhanced Encoder-Decoder Framework for Scene Text Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{aaai2016_reading_105412, title = {{Reading Scene Text in Deep Convolutional Sequences}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2016}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/10465}, } @inproceedings{aaai2020_decoupled_103796, title = {{Decoupled Attention Network for Text Recognition}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6903}, } @inproceedings{aaai2019_scene_103497, title = {{Scene Text Recognition from Two-Dimensional Perspective}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/4895}, } @inproceedings{cvpr2017_instance_12357, title = {{Instance-Aware Image and Sentence Matching With Selective Multimodal LSTM}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{aaai2021_ernie_491, title = {{ERNIE-ViL: Knowledge Enhanced Vision-Language Representations through Scene Graphs}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/03208-ernie-vil-knowledge-enhanced-vision-language-representations-through-scene-graphs/}, } @inproceedings{cvpr2021_seeing_17837, title = {{Seeing Out of the Box: End-to-End Pre-Training for Vision-Language Representation Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2022_winoground_20228, title = {{Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2022_negative_19419, title = {{Negative-Aware Attention Framework for Image-Text Matching}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{aaai2018_char_103987, title = {{Char-Net: A Character-Aware Neural Network for Distorted Scene Text Recognition}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/12246}, } @inproceedings{cvpr2019_unified_14962, title = {{Unified Visual-Semantic Embeddings: Bridging Vision and Language With Structured Meaning Representations}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2024_context_23024, title = {{Context-Aware Integration of Language and Visual References for Natural Language Tracking}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29839}, } @inproceedings{cvpr2024_ote_24319, title = {{OTE: Exploring Accurate Scene Text Recognition Using One Token}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31404}, } @inproceedings{cvpr2024_a_22653, title = {{A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31604}, } @inproceedings{cvpr2024_multi_24216, title = {{Multi-modal In-Context Learning Makes an Ego-evolving Scene Text Recognizer}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29497}, } @inproceedings{aaai2024_image_6272, title = {{Image as a Language: Revisiting Scene Text Recognition via Balanced, Unified and Synchronized Vision-Language Reasoning Network}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28402}, } @inproceedings{cvpr2025_resclip_27434, title = {{ResCLIP: Residual Attention for Training-free Dense Vision-language Inference}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32791}, } @inproceedings{aaai2024_identification_6264, title = {{Identification of Necessary Semantic Undertakers in the Causal View for Image-Text Matching}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28538}, } @inproceedings{cvpr2025_mambavlt_26915, title = {{MambaVLT: Time-Evolving Multimodal State Space Model for Vision-Language Tracking}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33167}, } @inproceedings{icml2024_image_44975, title = {{Image Fusion via Vision-Language Model}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/33477}, } @inproceedings{aaai2025_asymmetric_8157, title = {{Asymmetric Visual Semantic Embedding Framework for Efficient Vision-Language Alignment}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32605}, } @inproceedings{cvpr2024_u_25098, title = {{U-VAP: User-specified Visual Appearance Personalization via Decoupled Self Augmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29191}, } @inproceedings{cvpr2025_linguistics_26800, title = {{Linguistics-aware Masked Image Modeling for Self-supervised Scene Text Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32539}, } @inproceedings{neurips2024_countgd_73168, title = {{CountGD: Multi-Modal Open-World Counting}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/94265}, } @inproceedings{aaai2025_instructocr_9573, title = {{InstructOCR: Instruction Boosting Scene Text Spotting}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32286}, } @inproceedings{cvpr2025_enhancing_26147, title = {{Enhancing Vision-Language Compositional Understanding with Multimodal Synthetic Data}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34390}, } @inproceedings{cvpr2025_hyperbolic_26555, title = {{Hyperbolic Safety-Aware Vision-Language Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/35085}, } @inproceedings{aaai2025_bimac_8264, title = {{BiMAC: Bidirectional Multimodal Alignment in Contrastive Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34384}, } @inproceedings{cvpr2024_semantic_24797, title = {{Semantic Shield: Defending Vision-Language Models Against Backdooring and Poisoning via Fine-grained Knowledge Alignment}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29569}, } @inproceedings{cvpr2025_recurrence_27417, title = {{Recurrence-Enhanced Vision-and-Language Transformers for Robust Multimodal Document Retrieval}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32962}, } @inproceedings{aaai2025_exploring_9089, title = {{Exploring the Potential of Large Vision-Language Models for Unsupervised Text-Based Person Retrieval}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32543}, }