Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation Jun 19, 2023 Contrastive Learning Graph Learning
Code Code Available HomoGCL: Rethinking Homophily in Graph Contrastive Learning Jun 16, 2023 Contrastive Learning Self-Supervised Learning
Code Code Available Evaluation of Speech Representations for MOS prediction Jun 16, 2023 Prediction Self-Supervised Learning
Code Code Available Pushing the Limits of Unsupervised Unit Discovery for SSL Speech Representation Jun 15, 2023 Automatic Speech Recognition Clustering
Code Code Available Simplified Temporal Consistency Reinforcement Learning Jun 15, 2023 Decision Making reinforcement-learning
Code Code Available SpeechGLUE: How Well Can Self-Supervised Speech Models Capture Linguistic Knowledge? Jun 14, 2023 Natural Language Understanding Self-Supervised Learning
Code Code Available iSLAM: Imperative SLAM Jun 13, 2023 Bilevel Optimization Motion Estimation
Code Code Available Semi-supervised learning made simple with self-supervised clustering Jun 13, 2023 Clustering Self-Supervised Learning
Code Code Available TS-MoCo: Time-Series Momentum Contrast for Self-Supervised Physiological Representation Learning Jun 10, 2023 Activity Recognition Classification
Code Code Available On the Effectiveness of Out-of-Distribution Data in Self-Supervised Long-Tail Learning Jun 8, 2023 Long-tail Learning Representation Learning
Code Code Available Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications Jun 7, 2023 Self-Supervised Learning
Code Code Available Self-supervised Audio Teacher-Student Transformer for Both Clip-level and Frame-level Tasks Jun 7, 2023 Audio Classification Audio Tagging
Code Code Available Stabilizing Contrastive RL: Techniques for Robotic Goal Reaching from Offline Data Jun 6, 2023 Contrastive Learning Data Augmentation
Code Code Available Graph Transformer for Recommendation Jun 4, 2023 Collaborative Filtering Data Augmentation
Code Code Available Deep learning powered real-time identification of insects using citizen science data Jun 4, 2023 Management Self-Supervised Learning
Code Code Available Uncovering the Hidden Dynamics of Video Self-supervised Learning under Distribution Shifts Jun 3, 2023 Open Set Learning Representation Learning
Code Code Available Pre-Training Auto-Generated Volumetric Shapes for 3D Medical Image Segmentation Jun 1, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Self-supervised Learning to Bring Dual Reversed Rolling Shutter Images Alive May 31, 2023 Self-Supervised Learning
Code Code Available A Graph is Worth 1-bit Spikes: When Graph Contrastive Learning Meets Spiking Neural Networks May 30, 2023 Contrastive Learning Self-Supervised Learning
Code Code Available LowDINO -- A Low Parameter Self Supervised Learning Model May 28, 2023 Efficient Neural Network image-classification
Code Code Available DPHuBERT: Joint Distillation and Pruning of Self-Supervised Speech Models May 28, 2023 Knowledge Distillation Self-Supervised Learning
Code Code Available Matrix Information Theory for Self-Supervised Learning May 27, 2023 Contrastive Learning GSM8K
Code Code Available One-Step Knowledge Distillation and Fine-Tuning in Using Large Pre-Trained Self-Supervised Learning Models for Speaker Verification May 27, 2023 Knowledge Distillation Self-Supervised Learning
Code Code Available Modulate Your Spectrum in Self-Supervised Learning May 26, 2023 object-detection Object Detection
Code Code Available Intrinsic Self-Supervision for Data Quality Audits May 26, 2023 Representation Learning Self-Supervised Learning
Code Code Available Learning high-level visual representations from a child's perspective without strong inductive biases May 24, 2023 Object Object Localization
Code Code Available Label-Efficient Learning in Agriculture: A Comprehensive Review May 24, 2023 Active Learning Plant Phenotyping
Code Code Available Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters May 22, 2023 Self-Supervised Learning Transfer Learning
Code Code Available Denoised Self-Augmented Learning for Social Recommendation May 22, 2023 Self-Supervised Learning Transfer Learning
Code Code Available Scaling Speech Technology to 1,000+ Languages May 22, 2023 Automatic Speech Recognition Language Identification
Code Code Available Multi-behavior Self-supervised Learning for Recommendation May 22, 2023 Graph Neural Network Recommendation Systems
Code Code Available Zero-Shot Text Classification via Self-Supervised Tuning May 19, 2023 Classification Self-Supervised Learning
Code Code Available Recycle-and-Distill: Universal Compression Strategy for Transformer-based Speech SSL Models with Attention Map Reusing and Masking Distillation May 19, 2023 Self-Supervised Learning
Code Code Available Not All Semantics are Created Equal: Contrastive Self-supervised Learning with Automatic Temperature Individualization May 19, 2023 All Self-Supervised Learning
Code Code Available Adaptive Graph Contrastive Learning for Recommendation May 18, 2023 Collaborative Filtering Contrastive Learning
Code Code Available A benchmark for computational analysis of animal behavior, using animal-borne tags May 18, 2023 Self-Supervised Learning
Code Code Available DiffUTE: Universal Text Editing Diffusion Model May 18, 2023 model Self-Supervised Learning
Code Code Available Self-supervised Fine-tuning for Improved Content Representations by Speaker-invariant Clustering May 18, 2023 Acoustic Unit Discovery Clustering
Code Code Available Rethinking Data Augmentation for Tabular Data in Deep Learning May 17, 2023 Contrastive Learning Data Augmentation
Code Code Available GeoMAE: Masked Geometric Target Prediction for Self-supervised Point Cloud Pre-Training May 15, 2023 Decoder Multi-Object Tracking
Code Code Available XTab: Cross-table Pretraining for Tabular Transformers May 10, 2023 AutoML Federated Learning
Code Code Available PointCMP: Contrastive Mask Prediction for Self-supervised Learning on Point Cloud Videos May 6, 2023 Self-Supervised Learning Transfer Learning
Code Code Available Masked Trajectory Models for Prediction, Representation, and Control May 4, 2023 continuous-control Continuous Control
Code Code Available CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations May 1, 2023 Contrastive Learning image-classification
Code Code Available Learning to Predict Navigational Patterns from Partial Observations Apr 26, 2023 Continual Learning Data Augmentation
Code Code Available ESPT: A Self-Supervised Episodic Spatial Pretext Task for Improving Few-Shot Learning Apr 26, 2023 Few-Shot Image Classification Few-Shot Learning
Code Code Available Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning Apr 26, 2023 Memorization Self-Supervised Learning
Code Code Available A vector quantized masked autoencoder for speech emotion recognition Apr 21, 2023 Emotion Recognition Self-Supervised Learning
Code Code Available DocMAE: Document Image Rectification via Self-supervised Representation Learning Apr 20, 2023 Representation Learning Self-Supervised Learning
Code Code Available CMID: A Unified Self-Supervised Learning Framework for Remote Sensing Image Understanding Apr 19, 2023 Change Detection Contrastive Learning
Code Code Available 