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Self-Supervised Learning

323 directly classified papers

Papers per year

Papers

Context-Aware Pretraining for Efficient Blind Image Decomposition CVPR 2023
Im2Hands: Learning Attentive Implicit Representation of Interacting Two-Hand Shapes CVPR 2023
Focus on Details: Online Multi-Object Tracking With Diverse Fine-Grained Representation CVPR 2023
Masked Representation Learning for Domain Generalized Stereo Matching CVPR 2023
Sketch2Saliency: Learning To Detect Salient Objects From Human Drawings CVPR 2023
Masked Video Distillation: Rethinking Masked Feature Modeling for Self-Supervised Video Representation Learning CVPR 2023
Explain Any Concept: Segment Anything Meets Concept-Based Explanation NIPS 2023
PASS: Patch Automatic Skip Scheme for Efficient Real-Time Video Perception on Edge Devices AAAI 2023
Self-Supervised Action Representation Learning from Partial Spatio-Temporal Skeleton Sequences AAAI 2023
Self-Supervised Motion Magnification by Backpropagating Through Optical Flow NIPS 2023
Acoustic Word Embeddings for Untranscribed Target Languages with Continued Pretraining and Learned Pooling INTERSPEECH 2023
Vision Language Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation ACL 2023
CREST: A Joint Framework for Rationalization and Counterfactual Text Generation ACL 2023
SVFormer: Semi-Supervised Video Transformer for Action Recognition CVPR 2023
OmniMAE: Single Model Masked Pretraining on Images and Videos CVPR 2023
MV-JAR: Masked Voxel Jigsaw and Reconstruction for LiDAR-Based Self-Supervised Pre-Training CVPR 2023
Evolved Part Masking for Self-Supervised Learning CVPR 2023
ConvNeXt V2: Co-Designing and Scaling ConvNets With Masked Autoencoders CVPR 2023
Self-Supervised 3D Scene Flow Estimation Guided by Superpoints CVPR 2023
Unsupervised Object Localization: Observing the Background To Discover Objects CVPR 2023
VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-Supervision CVPR 2023
Interpretabilty of Speech Emotion Recognition modelled using Self-Supervised Speech and Text Pre-Trained Embeddings INTERSPEECH 2022
Tandem Multitask Training of Speaker Diarisation and Speech Recognition for Meeting Transcription INTERSPEECH 2022
WavThruVec: Latent speech representation as intermediate features for neural speech synthesis INTERSPEECH 2022
Text Revision By On-the-Fly Representation Optimization AAAI 2022