← Learning Types
Deep Learning › Learning Types ›

Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

CTC-aligned Audio-Text Embedding for Streaming Open-vocabulary Keyword Spotting INTERSPEECH 2024
Asymmetric Masked Distillation for Pre-Training Small Foundation Models CVPR 2024
3DFIRES: Few Image 3D REconstruction for Scenes with Hidden Surfaces CVPR 2024
Point Cloud Pre-training with Diffusion Models CVPR 2024
ReCoRe: Regularized Contrastive Representation Learning of World Model CVPR 2024
FRESCO: Spatial-Temporal Correspondence for Zero-Shot Video Translation CVPR 2024
SoundingActions: Learning How Actions Sound from Narrated Egocentric Videos CVPR 2024
ShapeMatcher: Self-Supervised Joint Shape Canonicalization Segmentation Retrieval and Deformation CVPR 2024
Audio-Visual Segmentation via Unlabeled Frame Exploitation CVPR 2024
Style Aligned Image Generation via Shared Attention CVPR 2024
VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis CVPR 2024
Improving Graph Contrastive Learning via Adaptive Positive Sampling CVPR 2024
MoNMT: Modularly Leveraging Monolingual and Bilingual Knowledge for Neural Machine Translation COLING 2024
Improving the Robustness of Large Language Models via Consistency Alignment COLING 2024
MOHO: Learning Single-view Hand-held Object Reconstruction with Multi-view Occlusion-Aware Supervision CVPR 2024
Unsupervised Deep Unrolling Networks for Phase Unwrapping CVPR 2024
Exploring Cross-Domain Few-Shot Classification via Frequency-Aware Prompting IJCAI 2024
EEND-M2F: Masked-attention mask transformers for speaker diarization INTERSPEECH 2024
Neural Clustering based Visual Representation Learning CVPR 2024
InstaGen: Enhancing Object Detection by Training on Synthetic Dataset CVPR 2024
OHTA: One-shot Hand Avatar via Data-driven Implicit Priors CVPR 2024
Learning Vision from Models Rivals Learning Vision from Data CVPR 2024
Towards Multi-modal Sarcasm Detection via Disentangled Multi-grained Multi-modal Distilling COLING 2024
EgoExoLearn: A Dataset for Bridging Asynchronous Ego- and Exo-centric View of Procedural Activities in Real World CVPR 2024
Unsupervised Semantic Segmentation Through Depth-Guided Feature Correlation and Sampling CVPR 2024