Self-Supervised Learning

LASER: Learning by Aligning Self-supervised Representations of Speech for Improving Content-related Tasks Interspeech 2024 Latent 3D Graph Diffusion ICLR 2024 LatentDR: Improving Model Generalization Through Sample-Aware Latent Degradation and Restoration WACV 2024 Latent Intrinsics Emerge from Training to Relight NeurIPS 2024 Latent Space Editing in Transformer-Based Flow Matching AAAI 2024 Layer-wise Regularized Dropout for Neural Language Models COLING 2024 LDM-SVC: Latent Diffusion Model Based Zero-Shot Any-to-Any Singing Voice Conversion with Singer Guidance Interspeech 2024 Learnable Layer Selection and Model Fusion for Speech Self-Supervised Learning Models Interspeech 2024 Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning EMNLP 2024 Learned morphological features guide cell type assignment of deconvolved spatial transcriptomics MIDL 2024 Learned Representation-Guided Diffusion Models for Large-Image Generation CVPR 2024 Learn How to See: Collaborative Embodied Learning for Object Detection and Camera Adjusting AAAI 2024 Learning an Actionable Discrete Diffusion Policy via Large-Scale Actionless Video Pre-Training NeurIPS 2024 Learning Communication Policies for Different Follower Behaviors in a Collaborative Reference Game ACL 2024 Learning Degradation-Independent Representations for Camera ISP Pipelines CVPR 2024 Learning Disentangled Representations for Perceptual Point Cloud Quality Assessment via Mutual Information Minimization NeurIPS 2024 Learning diverse causally emergent representations from time series data NeurIPS 2024 Learning Formal Mathematics From Intrinsic Motivation NeurIPS 2024 Learning from Ambiguous Demonstrations with Self-Explanation Guided Reinforcement Learning AAAI 2024 Learning from an Infant’s Visual Experience AAAI 2024 Learning from Back Chunks: Acquiring More Future Knowledge for Streaming ASR Models via Self Distillation Interspeech 2024 Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features ICML 2024 Learning from One Continuous Video Stream CVPR 2024 Learning from Pattern Completion: Self-supervised Controllable Generation NeurIPS 2024 Learning from Relevant Subgoals in Successful Dialogs using Iterative Training for Task-oriented Dialog Systems EMNLP 2024