Self-Supervised Learning

InfoMatch: Entropy Neural Estimation for Semi-Supervised Image Classification IJCAI 2024 InstaGen: Enhancing Object Detection by Training on Synthetic Dataset CVPR 2024 Interactive Deep Clustering via Value Mining NeurIPS 2024 InterLUDE: Interactions between Labeled and Unlabeled Data to Enhance Semi-Supervised Learning ICML 2024 InterpBench: Semi-Synthetic Transformers for Evaluating Mechanistic Interpretability Techniques NeurIPS 2024 Intrinsic Self-Supervision for Data Quality Audits NeurIPS 2024 Investigating Mysteries of CoT-Augmented Distillation EMNLP 2024 Investigating self-supervised speech models' ability to classify animal vocalizations: The case of gibbon's vocal signatures Interspeech 2024 ISP-Teacher:Image Signal Process with Disentanglement Regularization for Unsupervised Domain Adaptive Dark Object Detection AAAI 2024 Iterative Multi-Granular Image Editing Using Diffusion Models WACV 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 Knowledge Guided Semi-supervised Learning for Quality Assessment of User Generated Videos AAAI 2024 Kuro Siwo: 33 billion m^2 under the water. A global multi-temporal satellite dataset for rapid flood mapping NeurIPS 2024 Label-Free Synthetic Pretraining of Object Detectors WACV 2024 LAFS: Landmark-based Facial Self-supervised Learning for Face Recognition CVPR 2024 Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models ACL 2024 Language-only Training of Zero-shot Composed Image Retrieval CVPR 2024 Large Occluded Human Image Completion via Image-Prior Cooperating AAAI 2024 Latent Learningscape Guided In-context Learning ACL 2024 LDMVFI: Video Frame Interpolation with Latent Diffusion Models AAAI 2024 LDReg: Local Dimensionality Regularized Self-Supervised Learning ICLR 2024 Learning Class and Domain Augmentations for Single-Source Open-Domain Generalization WACV 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