Self-supervised Learning from a Multi-view Perspective Jun 10, 2020 Image Captioning Language Modelling
Code Code Available ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning Dec 30, 2020 Continual Pretraining Language Modelling
Code Code Available Co-mining: Self-Supervised Learning for Sparsely Annotated Object Detection Dec 3, 2020 MULTI-VIEW LEARNING Object
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 Adversarial Masking for Self-Supervised Learning Jan 31, 2022 Representation Learning Self-Supervised Learning
Code Code Available CoLES: Contrastive Learning for Event Sequences with Self-Supervision Feb 19, 2020 Contrastive Learning Metric Learning
Code Code Available CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains Jun 16, 2022 2D Semantic Segmentation Autonomous Driving
Code Code Available Evidence of Vocal Tract Articulation in Self-Supervised Learning of Speech Oct 21, 2022 Self-Supervised Learning
Code Code Available 3D Object Detection with a Self-supervised Lidar Scene Flow Backbone May 2, 2022 3D Object Detection Object
Code Code Available Exploit Clues from Views: Self-Supervised and Regularized Learning for Multiview Object Recognition Mar 28, 2020 Object Object Recognition
Code Code Available A Review on Self-Supervised Learning for Time Series Anomaly Detection: Recent Advances and Open Challenges Jan 25, 2025 Anomaly Detection Diversity
Code Code Available CASS: Cross Architectural Self-Supervision for Medical Image Analysis Jun 8, 2022 Classification Medical Image Analysis
Code Code Available Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote Sensing Jan 15, 2024 Content-Based Image Retrieval Image Retrieval
Code Code Available Exploring Stochastic Autoregressive Image Modeling for Visual Representation Dec 3, 2022 Decoder Language Modeling
Code Code Available Deep Unfolded Tensor Robust PCA with Self-supervised Learning Dec 21, 2022 Bayesian Optimization Self-Supervised Learning
Code Code Available Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning Apr 4, 2023 Data Poisoning Self-Supervised Learning
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 Exploring The Role of Mean Teachers in Self-supervised Masked Auto-Encoders Oct 5, 2022 Classification Instance Segmentation
Code Code Available Exponential Moving Average Normalization for Self-supervised and Semi-supervised Learning Jan 21, 2021 Self-Supervised Learning Semi-Supervised Image Classification
Code Code Available Causal Unsupervised Semantic Segmentation Oct 11, 2023 Causal Inference Prediction
Code Code Available Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection Feb 5, 2025 Audio Deepfake Detection DeepFake Detection
Code Code Available FCCDN: Feature Constraint Network for VHR Image Change Detection May 23, 2021 Change Detection Decoder
Code Code Available CCC-wav2vec 2.0: Clustering aided Cross Contrastive Self-supervised learning of speech representations Oct 5, 2022 Automatic Speech Recognition (ASR) Clustering
Code Code Available CCGL: Contrastive Cascade Graph Learning Jul 27, 2021 Data Augmentation Graph Learning
Code Code Available A Self-Correcting Sequential Recommender Mar 4, 2023 Self-Supervised Learning Sequential Recommendation
Code Code Available CCVS: Context-aware Controllable Video Synthesis Jul 16, 2021 Decoder Optical Flow Estimation
Code Code Available CDFSL-V: Cross-Domain Few-Shot Learning for Videos Sep 7, 2023 Action Recognition Cross-Domain Few-Shot
Code Code Available FedMed-ATL: Misaligned Unpaired Brain Image Synthesis via Affine Transform Loss Jan 29, 2022 Data Augmentation Image Generation
Code Code Available Concept Generalization in Visual Representation Learning Dec 10, 2020 Representation Learning Self-Supervised Learning
Code Code Available Fine-tune the pretrained ATST model for sound event detection Sep 15, 2023 Event Detection Self-Supervised Learning
Code Code Available FireRisk: A Remote Sensing Dataset for Fire Risk Assessment with Benchmarks Using Supervised and Self-supervised Learning Mar 13, 2023 Image Classification Remote Sensing Image Classification
Code Code Available FitHuBERT: Going Thinner and Deeper for Knowledge Distillation of Speech Self-Supervised Learning Jul 1, 2022 Knowledge Distillation Phoneme Recognition
Code Code Available A Self-Supervised Gait Encoding Approach with Locality-Awareness for 3D Skeleton Based Person Re-Identification Sep 5, 2020 Contrastive Learning Person Re-Identification
Code Code Available A Discrepancy Aware Framework for Robust Anomaly Detection Oct 11, 2023 Anomaly Detection Decoder
Code Code Available Fragment-based Pretraining and Finetuning on Molecular Graphs Oct 5, 2023 Contrastive Learning Property Prediction
Code Code Available Frame-wise Action Representations for Long Videos via Sequence Contrastive Learning Mar 28, 2022 Action Classification Contrastive Learning
Code Code Available Deep Self-Supervised Representation Learning for Free-Hand Sketch Feb 3, 2020 Representation Learning Retrieval
Code Code Available DeiT III: Revenge of the ViT Apr 14, 2022 Data Augmentation image-classification
Code Code Available GAMC: An Unsupervised Method for Fake News Detection using Graph Autoencoder with Masking Dec 10, 2023 Contrastive Learning Decoder
Code Code Available Channel-Wise Attention-Based Network for Self-Supervised Monocular Depth Estimation Dec 24, 2021 Depth Estimation Depth Prediction
Code Code Available Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap Mar 25, 2022 ARC Contrastive Learning
Code Code Available What Makes CLIP More Robust to Long-Tailed Pre-Training Data? A Controlled Study for Transferable Insights May 31, 2024 Descriptive Self-Supervised Learning
Code Code Available An Embarrassingly Simple Backdoor Attack on Self-supervised Learning Oct 13, 2022 Adversarial Robustness Backdoor Attack
Code Code Available Generalizing Event-Based Motion Deblurring in Real-World Scenarios Aug 11, 2023 Deblurring Self-Supervised Learning
Code Code Available Charting the Right Manifold: Manifold Mixup for Few-shot Learning Jul 28, 2019 Few-Shot Image Classification Few-Shot Learning
Code Code Available Chasing Clouds: Differentiable Volumetric Rasterisation of Point Clouds as a Highly Efficient and Accurate Loss for Large-Scale Deformable 3D Registration Jan 1, 2023 Self-Supervised Learning
Code Code Available ChemBERTa-2: Towards Chemical Foundation Models Sep 5, 2022 Molecular Property Prediction Self-Supervised Learning
Code Code Available A self-supervised learning strategy for postoperative brain cavity segmentation simulating resections May 24, 2021 Image Segmentation Segmentation
Code Code Available ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images Jul 14, 2022 Contrastive Learning Saliency Detection
Code Code Available Decoupled Adversarial Contrastive Learning for Self-supervised Adversarial Robustness Jul 22, 2022 Adversarial Robustness Contrastive Learning
Code Code Available 