% Key papers for fMRI visual decoding (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{neurips2022_mind_66030, title = {{Mind Reader: Reconstructing complex images from brain activities}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/53580}, } @inproceedings{icml2021_disentangling_39257, title = {{Disentangling syntax and semantics in the brain with deep networks}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2021}, url = {https://icml.cc/virtual/2021/poster/9271}, } @inproceedings{neurips2016_how_55775, title = {{How Deep is the Feature Analysis underlying Rapid Visual Categorization?}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2016}, url = {https://nips.cc/virtual/2016/poster/7093}, } @inproceedings{neurips2021_low_62339, title = {{Low-dimensional Structure in the Space of Language Representations is Reflected in Brain Responses}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2021}, url = {https://nips.cc/virtual/2021/poster/27954}, } @inproceedings{neurips2023_brain_68292, title = {{Brain encoding models based on multimodal transformers can transfer across language and vision}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/71509}, } @inproceedings{aaai2021_brain_212, title = {{Brain Decoding Using fNIRS}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/12602-brain-decoding-using-fnirs/}, } @inproceedings{cvpr2019_a_13783, title = {{A Neurobiological Evaluation Metric for Neural Network Model Search}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{iclr2022_wiring_31538, title = {{Wiring Up Vision: Minimizing Supervised Synaptic Updates Needed to Produce a Primate Ventral Stream}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2022}, url = {https://iclr.cc/virtual/2022/poster/6890}, } @inproceedings{neurips2022_hybrid_64175, title = {{Hybrid Neural Autoencoders for Stimulus Encoding in Visual and Other Sensory Neuroprostheses}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/52906}, } @inproceedings{neurips2023_performance_68437, title = {{Performance-optimized deep neural networks are evolving into worse models of inferotemporal visual cortex}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/71381}, } @inproceedings{iclr2025_in_80537, title = {{In vivo cell-type and brain region classification via multimodal contrastive learning}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2025}, url = {https://iclr.cc/virtual/2025/poster/31226}, } @inproceedings{cvpr2025_bridging_25624, title = {{Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32972}, } @inproceedings{neurips2021_towards_61279, title = {{Towards robust vision by multi-task learning on monkey visual cortex}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2021}, url = {https://nips.cc/virtual/2021/poster/28333}, } @inproceedings{iclr2023_clip_33017, title = {{CLIP-Dissect: Automatic Description of Neuron Representations in Deep Vision Networks}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2023}, url = {https://iclr.cc/virtual/2023/poster/11328}, } @inproceedings{neurips2016_congruent_56094, title = {{“Congruent” and “Opposite” Neurons: Sisters for Multisensory Integration and Segregation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2016}, url = {https://nips.cc/virtual/2016/poster/7083}, } @inproceedings{neurips2023_brain_69542, title = {{Brain Dissection: fMRI-trained Networks Reveal Spatial Selectivity in the Processing of Natural Images}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/70381}, } @inproceedings{neurips2024_neuro_73904, title = {{Neuro-Vision to Language: Enhancing Brain Recording-based Visual Reconstruction and Language Interaction}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/93607}, } @inproceedings{neurips2022_prune_63785, title = {{Prune and distill: similar reformatting of image information along rat visual cortex and deep neural networks}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/53520}, } @inproceedings{icml2024_sleepfm_44374, title = {{SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/34078}, } @inproceedings{neurips2023_a_67502, title = {{A Dual-Stream Neural Network Explains the Functional Segregation of Dorsal and Ventral Visual Pathways in Human Brains}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/72233}, } @inproceedings{aaai2025_mindtuner_9955, title = {{MindTuner: Cross-Subject Visual Decoding with Visual Fingerprint and Semantic Correction}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33560}, } @inproceedings{aaai2025_see_10705, title = {{See Through Their Minds: Learning Transferable Brain Decoding Models from Cross-Subject fMRI}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32611}, } @inproceedings{cvpr2025_nsd_27046, title = {{NSD-Imagery: A Benchmark Dataset for Extending fMRI Vision Decoding Methods to Mental Imagery}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/35026}, } @inproceedings{aaai2025_wills_11305, title = {{Wills Aligner: Multi-Subject Collaborative Brain Visual Decoding}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33554}, } @inproceedings{iclr2024_neuroformer_34588, title = {{Neuroformer: Multimodal and Multitask Generative Pretraining for Brain Data}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18486}, } @inproceedings{iclr2024_brainscuba_35180, title = {{BrainSCUBA: Fine-Grained Natural Language Captions of Visual Cortex Selectivity}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/17893}, } @inproceedings{neurips2024_retrospective_73307, title = {{Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/97578}, } @inproceedings{aaai2025_clip_8348, title = {{CLIP-MSM: A Multi-Semantic Mapping Brain Representation for Human High-Level Visual Cortex}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32994}, } @inproceedings{iclr2024_clip_35138, title = {{CLIP-MUSED: CLIP-Guided Multi-Subject Visual Neural Information Semantic Decoding}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/17935}, } @inproceedings{icml2024_revealing_45401, title = {{Revealing Vision-Language Integration in the Brain with Multimodal Networks}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/33050}, } @inproceedings{icml2024_and_44699, title = {{AND: Audio Network Dissection for Interpreting Deep Acoustic Models}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/33753}, } @inproceedings{neurips2024_brain_71618, title = {{Brain Treebank: Large-scale intracranial recordings from naturalistic language stimuli}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/97751}, } @inproceedings{iclr2025_finding_81757, title = {{Finding Shared Decodable Concepts and their Negations in the Brain}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2025}, url = {https://iclr.cc/virtual/2025/poster/30022}, } @inproceedings{iclr2025_toponets_82238, title = {{TopoNets: High performing vision and language models with brain-like topography}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2025}, url = {https://iclr.cc/virtual/2025/poster/29552}, } @inproceedings{aaai2026_hyfi_101175, title = {{HyFI: Hyperbolic Feature Interpolation for Brain-Vision Alignment}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/37476}, } @inproceedings{aaai2026_mindsight_106564, title = {{MindSight: A Bio-Inspired Neural Architecture for Visual Restoration via Cortical Electrical Stimulation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38871}, }