| ConStyle v2: A Strong Prompter for All-in-One Image Restoration | Jun 26, 2024 | AllGPU | CodeCode Available | 1 |
| Unsupervised Pre-Training For Data-Efficient Text-to-Speech On Low Resource Languages | Mar 28, 2023 | Data Augmentationtext-to-speech | CodeCode Available | 1 |
| METRA: Scalable Unsupervised RL with Metric-Aware Abstraction | Oct 13, 2023 | Reinforcement Learning (RL)Unsupervised Pre-training | CodeCode Available | 1 |
| Bag of Tricks and A Strong baseline for Image Copy Detection | Nov 13, 2021 | Copy DetectionUnsupervised Pre-training | CodeCode Available | 1 |
| Behavior From the Void: Unsupervised Active Pre-Training | Mar 8, 2021 | Atari GamesReinforcement Learning (RL) | CodeCode Available | 1 |
| D^2LV: A Data-Driven and Local-Verification Approach for Image Copy Detection | Nov 13, 2021 | Copy DetectionUnsupervised Pre-training | CodeCode Available | 1 |
| SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-Training for Spatial-Aware Visual Representations | Dec 9, 2021 | Contrastive LearningUnsupervised Pre-training | CodeCode Available | 1 |
| Improving Transformer-based Speech Recognition Using Unsupervised Pre-training | Oct 22, 2019 | speech-recognitionSpeech Recognition | CodeCode Available | 1 |
| Exact solutions to the nonlinear dynamics of learning in deep linear neural networks | Dec 20, 2013 | Unsupervised Pre-training | CodeCode Available | 1 |
| Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data | Mar 30, 2021 | Change DetectionSelf-Supervised Learning | CodeCode Available | 1 |
| OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning | Dec 21, 2020 | object-detectionObject Detection | CodeCode Available | 1 |
| BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers | Apr 29, 2024 | RetrievalUnsupervised Pre-training | CodeCode Available | 1 |
| Leveraging Pre-trained Checkpoints for Sequence Generation Tasks | Jul 29, 2019 | DecoderMachine Translation | CodeCode Available | 1 |
| Korean-Specific Dataset for Table Question Answering | Jan 17, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| HIQL: Offline Goal-Conditioned RL with Latent States as Actions | Jul 22, 2023 | Reinforcement Learning (RL)Unsupervised Pre-training | CodeCode Available | 1 |
| MAGNeto: An Efficient Deep Learning Method for the Extractive Tags Summarization Problem | Nov 9, 2020 | Data AugmentationExtractive Tags Summarization | CodeCode Available | 1 |
| DOBF: A Deobfuscation Pre-Training Objective for Programming Languages | Feb 15, 2021 | Code SearchCode Translation | CodeCode Available | 1 |
| DocILE Benchmark for Document Information Localization and Extraction | Feb 11, 2023 | Key Information ExtractionUnsupervised Pre-training | CodeCode Available | 1 |
| Don't Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner | May 2, 2023 | SentenceUnsupervised Pre-training | CodeCode Available | 1 |
| Multilingual Constituency Parsing with Self-Attention and Pre-Training | Dec 31, 2018 | Constituency ParsingUnsupervised Pre-training | CodeCode Available | 1 |
| Patient Contrastive Learning: a Performant, Expressive, and Practical Approach to ECG Modeling | Apr 9, 2021 | Contrastive LearningElectrocardiography (ECG) | CodeCode Available | 1 |
| Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage Retrieval | Jan 20, 2024 | DecoderPassage Retrieval | CodeCode Available | 1 |
| ProposalContrast: Unsupervised Pre-training for LiDAR-based 3D Object Detection | Jul 26, 2022 | 3D Object Detectionobject-detection | CodeCode Available | 1 |
| PEBBLE: Feedback-Efficient Interactive Reinforcement Learning via Relabeling Experience and Unsupervised Pre-training | Jun 9, 2021 | reinforcement-learningReinforcement Learning (RL) | CodeCode Available | 1 |
| Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals | Feb 11, 2021 | ClusteringObject | CodeCode Available | 1 |
| ELECTRIcity: An Efficient Transformer for Non-Intrusive Load Monitoring | Apr 11, 2022 | Non-Intrusive Load MonitoringUnsupervised Pre-training | CodeCode Available | 1 |
| CATE: Computation-aware Neural Architecture Encoding with Transformers | Feb 14, 2021 | AutoMLNeural Architecture Search | CodeCode Available | 1 |
| FreePoint: Unsupervised Point Cloud Instance Segmentation | May 11, 2023 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Deep Features for CBIR with Scarce Data using Hebbian Learning | May 18, 2022 | Content-Based Image RetrievalImage Retrieval | —Unverified | 0 |
| BID: Boundary-Interior Decoding for Unsupervised Temporal Action Localization Pre-Trainin | Mar 12, 2024 | Action LocalizationTemporal Action Localization | —Unverified | 0 |
| Deep Discriminative Model for Video Classification | Jul 22, 2018 | Action RecognitionClassification | —Unverified | 0 |
| Deep Belief Networks Based Feature Generation and Regression for Predicting Wind Power | Jul 31, 2018 | Multi-Task LearningPrediction | —Unverified | 0 |
| Bi-APC: Bidirectional Autoregressive Predictive Coding for Unsupervised Pre-training and Its Application to Children's ASR | Feb 12, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| An Investigation of Noise Robustness for Flow-Matching-Based Zero-Shot TTS | Jun 9, 2024 | DenoisingSpeech Denoising | —Unverified | 0 |
| 4DContrast: Contrastive Learning with Dynamic Correspondences for 3D Scene Understanding | Dec 6, 2021 | 3D Instance Segmentation3D Semantic Segmentation | —Unverified | 0 |
| Incomplete Multi-View Multi-label Learning via Disentangled Representation and Label Semantic Embedding | Jan 1, 2025 | Multi-Label LearningUnsupervised Pre-training | —Unverified | 0 |
| Improving On-Screen Sound Separation for Open-Domain Videos with Audio-Visual Self-Attention | Jun 17, 2021 | Unsupervised Pre-training | —Unverified | 0 |
| Incorporating Unlabelled Data into Bayesian Neural Networks | Apr 4, 2023 | Active LearningSelf-Supervised Learning | —Unverified | 0 |
| CUPre: Cross-domain Unsupervised Pre-training for Few-Shot Cell Segmentation | Oct 6, 2023 | Cell SegmentationContrastive Learning | —Unverified | 0 |
| Cross-Domain Training for Goal-Oriented Conversational Agents | Sep 1, 2019 | Transfer LearningUnsupervised Pre-training | —Unverified | 0 |
| Beyond Fine-Tuning: Transferring Behavior in Reinforcement Learning | Feb 24, 2021 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Automatic Sexism Detection with Multilingual Transformer Models | Jun 9, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| A Brief Summary of Interactions Between Meta-Learning and Self-Supervised Learning | Mar 1, 2021 | Data AugmentationMeta-Learning | —Unverified | 0 |
| Corruption Is Not All Bad: Incorporating Discourse Structure into Pre-training via Corruption for Essay Scoring | Oct 13, 2020 | AllAutomated Essay Scoring | —Unverified | 0 |
| Convergence of gradient based pre-training in Denoising autoencoders | Feb 12, 2015 | DenoisingUnsupervised Pre-training | —Unverified | 0 |
| Automated clinical coding using off-the-shelf large language models | Oct 10, 2023 | DiagnosticUnsupervised Pre-training | —Unverified | 0 |
| Foundation Model for Wireless Technology Recognition Using IQ Timeseries | May 26, 2025 | Computational EfficiencyUnsupervised Pre-training | —Unverified | 0 |
| On Architectures and Training for Raw Waveform Feature Extraction in ASR | Apr 9, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Faster learning of deep stacked autoencoders on multi-core systems using synchronized layer-wise pre-training | Mar 9, 2016 | Dimensionality ReductionUnsupervised Pre-training | —Unverified | 0 |
| Author2Vec: A Framework for Generating User Embedding | Mar 17, 2020 | ClassificationDepression Detection | —Unverified | 0 |
