% Key papers for Token merging and masked pretraining (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2022_masked_19316, title = {{Masked Autoencoders Are Scalable Vision Learners}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2022_simmim_19877, title = {{SimMIM: A Simple Framework for Masked Image Modeling}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2022_maxim_19287, title = {{MAXIM: Multi-Axis MLP for Image Processing}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{aaai2022_transfg_2877, title = {{TransFG: A Transformer Architecture for Fine-Grained Recognition}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/00852-transfg-a-transformer-architecture-for-fine-grained-recognition/}, } @inproceedings{cvpr2017_inverse_12364, title = {{Inverse Compositional Spatial Transformer Networks}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2025_transformers_27950, title = {{Transformers without Normalization}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32739}, } @inproceedings{neurips2021_all_61264, title = {{All Tokens Matter: Token Labeling for Training Better Vision Transformers}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2021}, url = {https://nips.cc/virtual/2021/poster/28187}, } @inproceedings{cvpr2023_revealing_22055, title = {{Revealing the Dark Secrets of Masked Image Modeling}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21152}, } @inproceedings{cvpr2024_parameternet_24438, title = {{ParameterNet: Parameters Are All You Need for Large-scale Visual Pretraining of Mobile Networks}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30541}, } @inproceedings{cvpr2023_mixmae_21570, title = {{MixMAE: Mixed and Masked Autoencoder for Efficient Pretraining of Hierarchical Vision Transformers}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21461}, } @inproceedings{icml2019_efficient_37329, title = {{Efficient Training of BERT by Progressively Stacking}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2019}, url = {https://icml.cc/virtual/2019/poster/3819}, } @inproceedings{aaai2024_fft_5935, title = {{FFT-Based Dynamic Token Mixer for Vision}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29457}, } @inproceedings{aaai2023_hvtsurv_3816, title = {{HVTSurv: Hierarchical Vision Transformer for Patient-Level Survival Prediction from Whole Slide Image}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/25315}, } @inproceedings{aaai2024_vision_7772, title = {{Vision Transformer Off-the-Shelf: A Surprising Baseline for Few-Shot Class-Agnostic Counting}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28396}, } @inproceedings{aaai2022_explainable_2064, title = {{Explainable Survival Analysis with Convolution-Involved Vision Transformer}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/02207-explainable-survival-analysis-with-convolution-involved-vision-transformer/}, } @inproceedings{neurips2023_white_68230, title = {{White-Box Transformers via Sparse Rate Reduction}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/71567}, } @inproceedings{aaai2023_active_3064, title = {{Active Token Mixer}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/25376}, } @inproceedings{cvpr2024_algm_22683, title = {{ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision Transformers}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31162}, } @inproceedings{icml2023_architecture_42371, title = {{Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2023}, url = {https://icml.cc/virtual/2023/poster/24861}, } @inproceedings{aaai2023_emotion_3566, title = {{Emotion-Aware Music Recommendation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/26911}, } @inproceedings{aaai2025_sparx_10799, title = {{SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34103}, } @inproceedings{aaai2025_selective_10714, title = {{Selective Visual Prompting in Vision Mamba}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34361}, } @inproceedings{neurips2024_accelerating_71997, title = {{Accelerating Transformers with Spectrum-Preserving Token Merging}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95316}, } @inproceedings{aaai2024_electron_5817, title = {{Electron Microscopy Images as Set of Fragments for Mitochondrial Segmentation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28191}, } @inproceedings{aaai2025_maximizing_9921, title = {{Maximizing the Position Embedding for Vision Transformers with Global Average Pooling}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33997}, } @inproceedings{neurips2024_learning_73964, title = {{Learning to Merge Tokens via Decoupled Embedding for Efficient Vision Transformers}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/93549}, } @inproceedings{cvpr2024_chada_22958, title = {{ChAda-ViT : Channel Adaptive Attention for Joint Representation Learning of Heterogeneous Microscopy Images}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29667}, } @inproceedings{cvpr2024_pre_24506, title = {{Pre-training Vision Models with Mandelbulb Variations}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29847}, } @inproceedings{cvpr2025_spectral_27724, title = {{Spectral State Space Model for Rotation-Invariant Visual Representation Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32565}, } @inproceedings{neurips2025_register_76565, title = {{Register and [CLS] tokens induce a decoupling of local and global features in large ViTs}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=KhavyzO9kK}, } @inproceedings{iclr2025_sparse_83132, title = {{Sparse autoencoders reveal selective remapping of visual concepts during adaptation}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2025}, url = {https://iclr.cc/virtual/2025/poster/28675}, } @inproceedings{aaai2025_multi_10052, title = {{Multi-scale Activation, Refinement, and Aggregation: Exploring Diverse Cues for Fine-Grained Bird Recognition}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33127}, } @inproceedings{iclr2024_adaptive_34971, title = {{Adaptive Window Pruning for Efficient Local Motion Deblurring}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18103}, } @inproceedings{icml2024_convnet_43634, title = {{ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet Accuracy}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/34818}, } @inproceedings{neurips2024_cluster_70795, title = {{Cluster-Learngene: Inheriting Adaptive Clusters for Vision Transformers}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/96334}, }