% Key papers for Self-supervised speech and brain decoding (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{icml2020_pegasus_38608,
  title = {{PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2020},
  url = {https://icml.cc/virtual/2020/poster/5953},
}

@inproceedings{cvpr2017_look_12439,
  title = {{Look Into Person: Self-Supervised Structure-Sensitive Learning and a New Benchmark for Human Parsing}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2017},
}

@inproceedings{neurips2020_wav2vec_61120,
  title = {{wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/18897},
}

@inproceedings{aaai2022_ssast_2681,
  title = {{SSAST: Self-Supervised Audio Spectrogram Transformer}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/10699-ssast-self-supervised-audio-spectrogram-transformer/},
}

@inproceedings{cvpr2022_xmp_20232,
  title = {{XMP-Font: Self-Supervised Cross-Modality Pre-Training for Few-Shot Font Generation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{neurips2020_cross_59621,
  title = {{Cross-lingual Retrieval for Iterative Self-Supervised Training}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/18423},
}

@inproceedings{aaai2021_learning_903,
  title = {{Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/14158-learning-an-effective-context-response-matching-model-with-self-supervised-tasks-for-retrieval-based-dialogues/},
}

@inproceedings{aaai2020_multi_103146,
  title = {{Multi-Task Self-Supervised Learning for Disfluency Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6456},
}

@inproceedings{neurips2022_toward_65231,
  title = {{Toward a realistic model of speech processing in the brain with self-supervised learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/54632},
}

@inproceedings{icml2021_unispeech_40081,
  title = {{UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2021},
  url = {https://icml.cc/virtual/2021/poster/10507},
}

@inproceedings{icml2022_self_41164,
  title = {{Self-supervised learning with random-projection quantizer for speech recognition}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2022},
  url = {https://icml.cc/virtual/2022/poster/17405},
}

@inproceedings{cvpr2023_self_22158,
  title = {{Self-Supervised Implicit Glyph Attention for Text Recognition}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22875},
}

@inproceedings{neurips2021_unsupervised_62191,
  title = {{Unsupervised Speech Recognition}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/28758},
}

@inproceedings{icml2020_a_37882,
  title = {{A Sequential Self Teaching Approach for Improving Generalization in Sound Event Recognition}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2020},
  url = {https://icml.cc/virtual/2020/poster/6711},
}

@inproceedings{neurips2021_dobf_61287,
  title = {{DOBF: A Deobfuscation Pre-Training Objective for Programming Languages}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/28782},
}

@inproceedings{neurips2021_neural_61585,
  title = {{Neural Analysis and Synthesis: Reconstructing Speech from Self-Supervised Representations}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/37777},
}

@inproceedings{iclr2025_distilling_81728,
  title = {{Distilling Structural Representations into Protein Sequence Models}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/30051},
}

@inproceedings{iclr2022_ext5_31357,
  title = {{ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2022},
  url = {https://iclr.cc/virtual/2022/poster/7043},
}

@inproceedings{iclr2023_nansy_32928,
  title = {{NANSY++: Unified Voice Synthesis with Neural Analysis and Synthesis}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/11803},
}

@inproceedings{icml2021_self_39938,
  title = {{Self-supervised and Supervised Joint Training for Resource-rich Machine Translation}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2021},
  url = {https://icml.cc/virtual/2021/poster/9673},
}

@inproceedings{aaai2025_mrna2vec_11335,
  title = {{mRNA2vec: mRNA Embedding with Language Model in the 5'UTR-CDS for mRNA Design}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32092},
}

@inproceedings{aaai2024_self_7292,
  title = {{Self-Supervised Disentangled Representation Learning for Robust Target Speech Extraction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29846},
}

@inproceedings{neurips2024_unified_74362,
  title = {{Unified Speech Recognition: A Single Model for Auditory, Visual, and Audiovisual Inputs}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93199},
}

@inproceedings{neurips2026_mrnabench_93374,
  title = {{mRNABench: A curated benchmark for mature mRNA property and function prediction}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/139560},
}

@inproceedings{cvpr2025_wav2sem_28143,
  title = {{Wav2Sem: Plug-and-Play Audio Semantic Decoupling for 3D Speech-Driven Facial Animation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/35245},
}

@inproceedings{neurips2024_cell_72865,
  title = {{Cell ontology guided transcriptome foundation model}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94537},
}

@inproceedings{icml2024_language_45545,
  title = {{Language Models as Semantic Indexers}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/32907},
}

@inproceedings{icml2025_the_48602,
  title = {{The Brain's Bitter Lesson: Scaling Speech Decoding With Self-Supervised Learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/44019},
}

@inproceedings{neurips2024_msa_71107,
  title = {{MSA Generation with Seqs2Seqs Pretraining: Advancing Protein Structure Predictions}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96109},
}

@inproceedings{neurips2025_focalcodec_75393,
  title = {{FocalCodec: Low-Bitrate Speech Coding via Focal Modulation Networks}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=7Z3wQSu3mH},
}

@inproceedings{iclr2026_fm4npp_88748,
  title = {{FM4NPP: A Scaling Foundation Model for Nuclear and Particle Physics}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=qaI3cLFsiX},
}

@inproceedings{aaai2025_self_10721,
  title = {{Self-Supervised Collaborative Information Bottleneck for Text Readability Assessment}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34774},
}

@inproceedings{iclr2024_self_34717,
  title = {{Self-Supervised Speech Quality Estimation and Enhancement Using Only Clean Speech}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18357},
}

@inproceedings{icml2026_ocnr_49897,
  title = {{OCNR: Stabilizing Self-Play by Mitigating Iteration-Collapse With One-Class Novelty Rewards}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=70lhVsTZ62},
}

@inproceedings{icml2026_surf_50811,
  title = {{SURF: Separation via Unsupervised Remixing Flow}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=Fy2HkFMYH6},
}

@inproceedings{neurips2024_scalable_71258,
  title = {{Scalable Early Childhood Reading Performance Prediction}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/97781},
}

@inproceedings{neurips2024_diffnorm_72328,
  title = {{DiffNorm: Self-Supervised Normalization for Non-autoregressive Speech-to-speech Translation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95019},
}

@inproceedings{neurips2025_metis_77208,
  title = {{Metis: A Foundation Speech Generation Model with Masked Generative Pre-training}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=RTjr4DnS79},
}

@inproceedings{iclr2026_pay_88914,
  title = {{Pay Attention to CTC: Fast and Robust Pseudo-Labelling for Unified Speech Recognition}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=sSbEEHNEsL},
}