% Key papers for Human-like visual cognition in VLMs (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{neurips2024_vmamba_72778, title = {{VMamba: Visual State Space Model}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/94617}, } @inproceedings{cvpr2023_blind_20488, title = {{Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21633}, } @inproceedings{iclr2022_perceiver_31527, title = {{Perceiver IO: A General Architecture for Structured Inputs \& Outputs}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2022}, url = {https://iclr.cc/virtual/2022/poster/6269}, } @inproceedings{cvpr2023_images_21215, title = {{Images Speak in Images: A Generalist Painter for In-Context Visual Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22507}, } @inproceedings{cvpr2019_grounding_14266, title = {{Grounding Human-To-Vehicle Advice for Self-Driving Vehicles}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2017_self_12617, title = {{Self-Supervised Learning of Visual Features Through Embedding Images Into Text Topic Spaces}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2019_understanding_14958, title = {{Understanding and Visualizing Deep Visual Saliency Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2023_humanbench_21186, title = {{HumanBench: Towards General Human-Centric Perception With Projector Assisted Pretraining}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22062}, } @inproceedings{neurips2022_harmonizing_65296, title = {{Harmonizing the object recognition strategies of deep neural networks with humans}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/55296}, } @inproceedings{icml2024_q_44322, title = {{Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/34130}, } @inproceedings{cvpr2024_what_25276, title = {{What Do You See in Vehicle? Comprehensive Vision Solution for In-Vehicle Gaze Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30185}, } @inproceedings{cvpr2022_scenic_19806, title = {{Scenic: A JAX Library for Computer Vision Research and Beyond}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, url = {https://openaccess.thecvf.com/content/CVPR2022/html/Dehghani_Scenic_A_JAX_Library_for_Computer_Vision_Research_and_Beyond_CVPR_2022_paper.html}, } @inproceedings{cvpr2023_a_20309, title = {{A Whac-a-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/23162}, } @inproceedings{cvpr2025_rethinking_27453, title = {{Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32709}, } @inproceedings{cvpr2024_distilling_23234, title = {{Distilling CLIP with Dual Guidance for Learning Discriminative Human Body Shape Representation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31829}, } @inproceedings{neurips2023_sugarcrepe_67710, title = {{SugarCrepe: Fixing Hackable Benchmarks for Vision-Language Compositionality}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/73628}, } @inproceedings{neurips2022_uvim_65876, title = {{UViM: A Unified Modeling Approach for Vision with Learned Guiding Codes}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/53986}, } @inproceedings{cvpr2019_convolutional_13974, title = {{Convolutional Neural Networks Can Be Deceived by Visual Illusions}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2019_listen_14471, title = {{Listen to the Image}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{neurips2019_on_58720, title = {{On The Classification-Distortion-Perception Tradeoff}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2019}, url = {https://nips.cc/virtual/2019/poster/13343}, } @inproceedings{cvpr2024_discovering_23224, title = {{Discovering and Mitigating Visual Biases through Keyword Explanation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30884}, } @inproceedings{cvpr2024_low_24039, title = {{Low-Resource Vision Challenges for Foundation Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31792}, } @inproceedings{cvpr2024_discover_23222, title = {{Discover and Mitigate Multiple Biased Subgroups in Image Classifiers}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31352}, } @inproceedings{cvpr2024_on_24347, title = {{On the Robustness of Language Guidance for Low-Level Vision Tasks: Findings from Depth Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31501}, } @inproceedings{cvpr2025_do_25979, title = {{Do Computer Vision Foundation Models Learn the Low-level Characteristics of the Human Visual System?}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32827}, } @inproceedings{aaai2024_encolor_5828, title = {{EnColor: Improving Visual Accessibility with a Deep Encoder-Decoder Image Corrector for Color Vision Deficient Individuals}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30382}, } @inproceedings{aaai2024_vitree_7766, title = {{ViTree: Single-Path Neural Tree for Step-Wise Interpretable Fine-Grained Visual Categorization}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28067}, } @inproceedings{cvpr2024_iterated_23845, title = {{Iterated Learning Improves Compositionality in Large Vision-Language Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31371}, } @inproceedings{cvpr2024_task_24961, title = {{Task-Conditioned Adaptation of Visual Features in Multi-Task Policy Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30739}, } @inproceedings{cvpr2025_probing_27307, title = {{Probing the Mid-level Vision Capabilities of Self-Supervised Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33776}, } @inproceedings{cvpr2025_seeing_27610, title = {{Seeing the Abstract: Translating the Abstract Language for Vision Language Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33268}, } @inproceedings{cvpr2025_test_27843, title = {{Test-Time Fine-Tuning of Image Compression Models for Multi-Task Adaptability}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32766}, } @inproceedings{iclr2024_image_34034, title = {{Image Clustering Conditioned on Text Criteria}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/19041}, } @inproceedings{aaai2026_rethinking_100528, title = {{Rethinking Saliency Maps: A Cognitive Human Aligned Taxonomy and Evaluation Framework for Explanations}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/37375}, } @inproceedings{aaai2024_enhanced_5843, title = {{Enhanced Optical Character Recognition by Optical Sensor Combined with BERT and Cosine Similarity Scoring (Student Abstract)}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30483}, }