Self-supervised Learning for Enhancing Geometrical Modeling in 3D-Aware Generative Adversarial Network Dec 19, 2023 Generative Adversarial Network Self-Supervised Learning
— Unverified DMT: Comprehensive Distillation with Multiple Self-supervised Teachers Dec 19, 2023 Contrastive Learning Model Compression
— Unverified Scale-Equivariant Imaging: Self-Supervised Learning for Image Super-Resolution and Deblurring Dec 18, 2023 Deblurring Image Super-Resolution
Code Code Available Collaborative Learning for Annotation-Efficient Volumetric MR Image Segmentation Dec 18, 2023 Image Segmentation Left Atrium Segmentation
— Unverified Efficiency-oriented approaches for self-supervised speech representation learning Dec 18, 2023 Automatic Speech Recognition Representation Learning
— Unverified CEIR: Concept-based Explainable Image Representation Learning Dec 17, 2023 Representation Learning Self-Supervised Learning
— Unverified Harnessing small projectors and multiple views for efficient vision pretraining Dec 17, 2023 Representation Learning Self-Supervised Learning
Code Code Available CONCSS: Contrastive-based Context Comprehension for Dialogue-appropriate Prosody in Conversational Speech Synthesis Dec 16, 2023 Contrastive Learning Self-Supervised Learning
— Unverified SELM: Speech Enhancement Using Discrete Tokens and Language Models Dec 15, 2023 Self-Supervised Learning Speech Enhancement
— Unverified Test-Time Domain Adaptation by Learning Domain-Aware Batch Normalization Dec 15, 2023 Domain Adaptation Meta-Learning
Code Code Available SeiT++: Masked Token Modeling Improves Storage-efficient Training Dec 15, 2023 Classification Data Augmentation
Code Code Available T-MAE: Temporal Masked Autoencoders for Point Cloud Representation Learning Dec 15, 2023 Data Augmentation Point Cloud Segmentation
Code Code Available A novel dual-stream time-frequency contrastive pretext tasks framework for sleep stage classification Dec 15, 2023 EEG Self-Supervised Learning
Code Code Available Self-Supervised Learning for Anomalous Sound Detection Dec 15, 2023 Self-Supervised Learning
Code Code Available PathoDuet: Foundation Models for Pathological Slide Analysis of H&E and IHC Stains Dec 15, 2023 Self-Supervised Learning
Code Code Available CNC-Net: Self-Supervised Learning for CNC Machining Operations Dec 15, 2023 CAD Reconstruction Self-Supervised Learning
— Unverified Deep Anomaly Detection in Text Dec 14, 2023 Anomaly Detection Representation Learning
— Unverified FastInject: Injecting Unpaired Text Data into CTC-based ASR training Dec 14, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Audio-visual fine-tuning of audio-only ASR models Dec 14, 2023 Automatic Speech Recognition Self-Supervised Learning
— Unverified Guided Diffusion from Self-Supervised Diffusion Features Dec 14, 2023 Self-Supervised Learning
— Unverified STaR: Distilling Speech Temporal Relation for Lightweight Speech Self-Supervised Learning Models Dec 14, 2023 Relation Self-Supervised Learning
Code Code Available Towards Model-Based Data Acquisition for Subjective Multi-Task NLP Problems Dec 13, 2023 Self-Supervised Learning
Code Code Available Novel View Synthesis with View-Dependent Effects from a Single Image Dec 13, 2023 Novel View Synthesis Self-Supervised Learning
— Unverified Erasing Self-Supervised Learning Backdoor by Cluster Activation Masking Dec 13, 2023 backdoor defense Self-Supervised Learning
Code Code Available PAD: Self-Supervised Pre-Training with Patchwise-Scale Adapter for Infrared Images Dec 13, 2023 Self-Supervised Learning
Code Code Available Contextually Affinitive Neighborhood Refinery for Deep Clustering Dec 12, 2023 Clustering Deep Clustering
Code Code Available Building Universal Foundation Models for Medical Image Analysis with Spatially Adaptive Networks Dec 12, 2023 image-classification Image Classification
Code Code Available Learned representation-guided diffusion models for large-image generation Dec 12, 2023 Image Generation Self-Supervised Learning
Code Code Available NearbyPatchCL: Leveraging Nearby Patches for Self-Supervised Patch-Level Multi-Class Classification in Whole-Slide Images Dec 12, 2023 Contrastive Learning Multi-class Classification
Code Code Available Multimodal Pretraining of Medical Time Series and Notes Dec 11, 2023 Mortality Prediction Self-Supervised Learning
Code Code Available Optimizing Likelihood-free Inference using Self-supervised Neural Symmetry Embeddings Dec 11, 2023 parameter estimation Self-Supervised Learning
Code Code Available Medical Vision Language Pretraining: A survey Dec 11, 2023 Self-Supervised Learning Survey
— Unverified Jumpstarting Surgical Computer Vision Dec 10, 2023 Self-Supervised Learning Transfer Learning
— Unverified GAMC: An Unsupervised Method for Fake News Detection using Graph Autoencoder with Masking Dec 10, 2023 Contrastive Learning Decoder
Code Code Available Non-Cartesian Self-Supervised Physics-Driven Deep Learning Reconstruction for Highly-Accelerated Multi-Echo Spiral fMRI Dec 9, 2023 Self-Supervised Learning
— Unverified The Counterattack of CNNs in Self-Supervised Learning: Larger Kernel Size might be All You Need Dec 9, 2023 All Self-Supervised Learning
— Unverified Prospective Role of Foundation Models in Advancing Autonomous Vehicles Dec 8, 2023 Autonomous Driving Autonomous Vehicles
— Unverified Data Scarcity in Recommendation Systems: A Survey Dec 8, 2023 Data Augmentation Recommendation Systems
— Unverified A Review of Machine Learning Methods Applied to Video Analysis Systems Dec 8, 2023 Active Learning Activity Recognition
— Unverified An Experimental Study: Assessing the Combined Framework of WavLM and BEST-RQ for Text-to-Speech Synthesis Dec 8, 2023 Benchmarking Quantization
— Unverified Cross-BERT for Point Cloud Pretraining Dec 8, 2023 Self-Supervised Learning
— Unverified Large-scale Training of Foundation Models for Wearable Biosignals Dec 8, 2023 Photoplethysmography (PPG) Self-Supervised Learning
— Unverified Neural Spectral Methods: Self-supervised learning in the spectral domain Dec 8, 2023 Self-Supervised Learning
Code Code Available VOODOO 3D: Volumetric Portrait Disentanglement for One-Shot 3D Head Reenactment Dec 7, 2023 Disentanglement Self-Supervised Learning
— Unverified Series2Vec: Similarity-based Self-supervised Representation Learning for Time Series Classification Dec 7, 2023 Data Augmentation Representation Learning
Code Code Available TimeDRL: Disentangled Representation Learning for Multivariate Time-Series Dec 7, 2023 Inductive Bias Representation Learning
Code Code Available Bootstrapping Autonomous Driving Radars with Self-Supervised Learning Dec 7, 2023 Autonomous Driving Autonomous Vehicles
Code Code Available Evaluating Self-supervised Speech Models on a Taiwanese Hokkien Corpus Dec 6, 2023 Self-Supervised Learning
Code Code Available Bootstrap Your Own Variance Dec 6, 2023 Self-Supervised Learning
— Unverified DiffPMAE: Diffusion Masked Autoencoders for Point Cloud Reconstruction Dec 6, 2023 Point cloud reconstruction Self-Supervised Learning
Code Code Available 