Self-Supervised Learning

Intrinsic Self-Supervision for Data Quality Audits NeurIPS 2024 Inversion-Free Image Editing with Language-Guided Diffusion Models CVPR 2024 Investigating and Mitigating the Side Effects of Noisy Views for Self-Supervised Clustering Algorithms in Practical Multi-View Scenarios CVPR 2024 Investigating Mysteries of CoT-Augmented Distillation EMNLP 2024 Investigating Pre-Training Objectives for Generalization in Vision-Based Reinforcement Learning ICML 2024 Investigating self-supervised speech models' ability to classify animal vocalizations: The case of gibbon's vocal signatures Interspeech 2024 Investigating the Benefits of Projection Head for Representation Learning ICLR 2024 Investigating the Effect of Label Topology and Training Criterion on ASR Performance and Alignment Quality Interspeech 2024 Investigation of Layer-Wise Speech Representations in Self-Supervised Learning Models: A Cross-Lingual Study in Detecting Depression Interspeech 2024 Is ImageNet worth 1 video? Learning strong image encoders from 1 long unlabelled video ICLR 2024 ISP-Teacher:Image Signal Process with Disentanglement Regularization for Unsupervised Domain Adaptive Dark Object Detection AAAI 2024 Iterated Learning Improves Compositionality in Large Vision-Language Models CVPR 2024 Jack of All Tasks Master of Many: Designing General-Purpose Coarse-to-Fine Vision-Language Model CVPR 2024 JeDi: Joint-Image Diffusion Models for Finetuning-Free Personalized Text-to-Image Generation CVPR 2024 Jigsaw Pieces of Meaning: Modeling Discourse Coherence with Informed Negative Sample Synthesis EACL 2024 JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models NeurIPS 2024 JointMotion: Joint Self-Supervision for Joint Motion Prediction CoRL 2024 JoTR: A Joint Transformer and Reinforcement Learning Framework for Dialogue Policy Learning COLING 2024 Just Cluster It: An Approach for Exploration in High-Dimensions using Clustering and Pre-Trained Representations ICML 2024 Kaizen: Practical Self-Supervised Continual Learning With Continual Fine-Tuning WACV 2024 KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases EMNLP 2024 Keep, Delete, or Substitute: Frame Selection Strategy for Noise-Robust Speech Emotion Recognition Interspeech 2024 KGDM: A Diffusion Model to Capture Multiple Relation Semantics for Knowledge Graph Embedding AAAI 2024 KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs AAAI 2024 KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding AAAI 2024