DISP6D: Disentangled Implicit Shape and Pose Learning for Scalable 6D Pose Estimation Jul 27, 2021 6D Pose Estimation Metric Learning
Code Code Available 5 Self-Supervised Geometric Correspondence for Category-Level 6D Object Pose Estimation in the Wild Oct 13, 2022 6D Pose Estimation 6D Pose Estimation using RGB
Code Code Available 5 Adaptive Graph Contrastive Learning for Recommendation May 18, 2023 Collaborative Filtering Contrastive Learning
Code Code Available 5 LGSDF: Continual Global Learning of Signed Distance Fields Aided by Local Updating Apr 8, 2024 Continual Self-Supervised Learning Self-Supervised Learning
Code Code Available 5 Self-Supervised Pre-Training with Contrastive and Masked Autoencoder Methods for Dealing with Small Datasets in Deep Learning for Medical Imaging Aug 12, 2023 Contrastive Learning Diagnostic
Code Code Available 5 Lexi: Self-Supervised Learning of the UI Language Jan 23, 2023 Image Retrieval Language Modeling
Code Code Available 5 Deciphering and integrating invariants for neural operator learning with various physical mechanisms Nov 24, 2023 Operator learning Self-Supervised Learning
Code Code Available 5 Light-weight probing of unsupervised representations for Reinforcement Learning Aug 25, 2022 reinforcement-learning Reinforcement Learning
Code Code Available 5 Dissecting Self-Supervised Learning Methods for Surgical Computer Vision Jul 1, 2022 Action Triplet Recognition Self-Supervised Learning
Code Code Available 5 Limited Data, Unlimited Potential: A Study on ViTs Augmented by Masked Autoencoders Oct 31, 2023 DeepFake Detection Face Swapping
Code Code Available 5 Decoupled Adversarial Contrastive Learning for Self-supervised Adversarial Robustness Jul 22, 2022 Adversarial Robustness Contrastive Learning
Code Code Available 5 MEA-Defender: A Robust Watermark against Model Extraction Attack Jan 26, 2024 Model extraction Self-Supervised Learning
Code Code Available 5 Decoupled Contrastive Learning Oct 13, 2021 Contrastive Learning Self-Supervised Learning
Code Code Available 5 BARThez: a Skilled Pretrained French Sequence-to-Sequence Model Oct 23, 2020 FLUE Natural Language Understanding
Code Code Available 5 BasisFormer: Attention-based Time Series Forecasting with Learnable and Interpretable Basis Oct 31, 2023 Contrastive Learning Self-Supervised Learning
Code Code Available 5 LISBET: a machine learning model for the automatic segmentation of social behavior motifs Nov 7, 2023 feature selection Self-Supervised Learning
Code Code Available 5 Learning with Unmasked Tokens Drives Stronger Vision Learners Oct 20, 2023 Attribute Decoder
Code Code Available 5 Self-Supervised Learning by Estimating Twin Class Distributions Oct 14, 2021 Fine-Grained Image Classification Image Classification
Code Code Available 5 Mean-Shifted Contrastive Loss for Anomaly Detection Jun 7, 2021 Anomaly Detection Contrastive Learning
Code Code Available 5 DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis Apr 21, 2022 Medical Image Analysis Representation Learning
Code Code Available 5 Animating Landscape: Self-Supervised Learning of Decoupled Motion and Appearance for Single-Image Video Synthesis Oct 16, 2019 Self-Supervised Learning Video Prediction
Code Code Available 5 Self-Supervised Learning for Anomalous Sound Detection Dec 15, 2023 Self-Supervised Learning
Code Code Available 5 Domain Knowledge-Informed Self-Supervised Representations for Workout Form Assessment Feb 28, 2022 3D Action Recognition Action Analysis
Code Code Available 5 DisCo: Remedy Self-supervised Learning on Lightweight Models with Distilled Contrastive Learning Apr 19, 2021 Contrastive Learning Representation Learning
Code Code Available 5 Distance-wise Prototypical Graph Neural Network in Node Imbalance Classification Oct 22, 2021 Classification Graph Neural Network
Code Code Available 5 Max Pooling with Vision Transformers reconciles class and shape in weakly supervised semantic segmentation Oct 31, 2022 Self-Supervised Learning Semantic Segmentation
Code Code Available 5 Mean Shift for Self-Supervised Learning May 15, 2021 Clustering Linear evaluation
Code Code Available 5 MixCo: Mix-up Contrastive Learning for Visual Representation Oct 13, 2020 Contrastive Learning Linear evaluation
Code Code Available 5 Digging Into Self-Supervised Monocular Depth Estimation Jun 4, 2018 Camera Pose Estimation Depth Estimation
Code Code Available 5 SpeechPrompt: An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks Mar 31, 2022 Language Modeling Language Modelling
Code Code Available 5 Masked Trajectory Models for Prediction, Representation, and Control May 4, 2023 continuous-control Continuous Control
Code Code Available 5 DiffUTE: Universal Text Editing Diffusion Model May 18, 2023 model Self-Supervised Learning
Code Code Available 5 3D-CSL: self-supervised 3D context similarity learning for Near-Duplicate Video Retrieval Nov 10, 2022 Retrieval Self-Supervised Learning
Code Code Available 5 Digging into Uncertainty in Self-supervised Multi-view Stereo Aug 30, 2021 Image Reconstruction Self-Supervised Learning
Code Code Available 5 Diffusion Auto-regressive Transformer for Effective Self-supervised Time Series Forecasting Oct 8, 2024 Decoder Denoising
Code Code Available 5 Diffusion-Driven Self-Supervised Learning for Shape Reconstruction and Pose Estimation Mar 19, 2024 Pose Estimation Self-Supervised Learning
Code Code Available 5 Beyond [cls]: Exploring the true potential of Masked Image Modeling representations Dec 4, 2024 GPU Self-Supervised Learning
Code Code Available 5 ADD: Analytically Differentiable Dynamics for Multi-Body Systems with Frictional Contact Jul 2, 2020 Motion Planning parameter estimation
Code Code Available 5 Masked Surfel Prediction for Self-Supervised Point Cloud Learning Jul 7, 2022 Decoder Point cloud reconstruction
Code Code Available 5 BEV-MAE: Bird's Eye View Masked Autoencoders for Point Cloud Pre-training in Autonomous Driving Scenarios Dec 12, 2022 3D Object Detection Autonomous Driving
Code Code Available 5 DiffPMAE: Diffusion Masked Autoencoders for Point Cloud Reconstruction Dec 6, 2023 Point cloud reconstruction Self-Supervised Learning
Code Code Available 5 Physics Driven Deep Retinex Fusion for Adaptive Infrared and Visible Image Fusion Dec 6, 2021 Image Super-Resolution Infrared And Visible Image Fusion
Code Code Available 5 DiffBody: Diffusion-based Pose and Shape Editing of Human Images Jan 5, 2024 Self-Supervised Learning
Code Code Available 5 Extending global-local view alignment for self-supervised learning with remote sensing imagery Mar 12, 2023 Change Detection Contrastive Learning
Code Code Available 5 Deep fiber clustering: Anatomically informed fiber clustering with self-supervised deep learning for fast and effective tractography parcellation May 2, 2022 Anatomy Clustering
Code Code Available 5 An Empirical Study of Training Self-Supervised Vision Transformers Apr 5, 2021 Out-of-Distribution Generalization Self-Supervised Image Classification
Code Code Available 5 Differentiable Raycasting for Self-supervised Occupancy Forecasting Oct 4, 2022 Autonomous Driving Motion Planning
Code Code Available 5 BENDR: using transformers and a contrastive self-supervised learning task to learn from massive amounts of EEG data Jan 28, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 BenchMD: A Benchmark for Unified Learning on Medical Images and Sensors Apr 17, 2023 Self-Supervised Learning
Code Code Available 5 DiffSim: Taming Diffusion Models for Evaluating Visual Similarity Dec 19, 2024 Contrastive Learning Denoising
Code Code Available 5 