Self-Supervised Learning

Fighting Fire with Fire: Contrastive Debiasing without Bias-free Data via Generative Bias-transformation ICML 2023 Finding the Pillars of Strength for Multi-Head Attention ACL 2023 Fine-Context Shadow Detection Using Shadow Removal WACV 2023 Fine-grained Text Style Transfer with Diffusion-Based Language Models ACL 2023 Finetuning Offline World Models in the Real World CoRL 2023 FiTs: Fine-Grained Two-Stage Training for Knowledge-Aware Question Answering AAAI 2023 Flaky Performances When Pretraining on Relational Databases (Student Abstract) AAAI 2023 FLamE: Few-shot Learning from Natural Language Explanations ACL 2023 FLAVR: Flow-Agnostic Video Representations for Fast Frame Interpolation WACV 2023 FlowCam: Training Generalizable 3D Radiance Fields without Camera Poses via Pixel-Aligned Scene Flow NeurIPS 2023 FLSL: Feature-level Self-supervised Learning NeurIPS 2023 Focus-attention-enhanced Crossmodal Transformer with Metric Learning for Multimodal Speech Emotion Recognition Interspeech 2023 Focus the Discrepancy: Intra- and Inter-Correlation Learning for Image Anomaly Detection ICCV 2023 FoPro: Few-Shot Guided Robust Webly-Supervised Prototypical Learning AAAI 2023 Forecast-MAE: Self-supervised Pre-training for Motion Forecasting with Masked Autoencoders ICCV 2023 FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction ACL 2023 Fractional Denoising for 3D Molecular Pre-training ICML 2023 Fragment-based Pretraining and Finetuning on Molecular Graphs NeurIPS 2023 FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for Curvilinear Object Segmentation ICCV 2023 Freeze then Train: Towards Provable Representation Learning under Spurious Correlations and Feature Noise AISTATS 2023 Frequency-Aware Self-Supervised Monocular Depth Estimation WACV 2023 Frequency Selective Augmentation for Video Representation Learning AAAI 2023 Friend-training: Learning from Models of Different but Related Tasks EACL 2023 From Node Interaction To Hop Interaction: New Effective and Scalable Graph Learning Paradigm CVPR 2023 From Play to Policy: Conditional Behavior Generation from Uncurated Robot Data ICLR 2023