conftrace_
← Learning Types
Deep Learning › Learning Types ›

Self-Supervised Learning

3,224 papers

Papers per year

1
9
301
556
'10
'15
'20
'25

Papers

A Framework for Learning Ante-Hoc Explainable Models via Concepts CVPR 2022
Word Discovery in Visually Grounded, Self-Supervised Speech Models INTERSPEECH 2022
Dynamic Nonlinear Mixup with Distance-based Sample Selection COLING 2022
Unleashing Potential of Unsupervised Pre-Training With Intra-Identity Regularization for Person Re-Identification CVPR 2022
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification CVPR 2022
Mix and Localize: Localizing Sound Sources in Mixtures CVPR 2022
Variable-rate hierarchical CPC leads to acoustic unit discovery in speech NIPS 2022
Generic and Trend-aware Curriculum Learning for Relation Extraction NAACL 2022
Attention-based Neural Cellular Automata NIPS 2022
RFNet: Unsupervised Network for Mutually Reinforcing Multi-Modal Image Registration and Fusion CVPR 2022
Crafting Better Contrastive Views for Siamese Representation Learning CVPR 2022
EICO: Improving Few-Shot Text Classification via Explicit and Implicit Consistency Regularization ACL 2022
CILS at TSAR-2022 Shared Task: Investigating the Applicability of Lexical Substitution Methods for Lexical Simplification EMNLP 2022
M5Product: Self-Harmonized Contrastive Learning for E-Commercial Multi-Modal Pretraining CVPR 2022
A Hybrid Egocentric Activity Anticipation Framework via Memory-Augmented Recurrent and One-Shot Representation Forecasting CVPR 2022
Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites CVPR 2022
Locally Distributed Activation Vectors for Guided Feature Attribution COLING 2022
SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-training for Spatial-Aware Visual Representations AAAI 2022
Beyond Separability: Analyzing the Linear Transferability of Contrastive Representations to Related Subpopulations NIPS 2022
Zero-Shot Audio Source Separation through Query-Based Learning from Weakly-Labeled Data AAAI 2022
Self-Supervised Pre-training for Protein Embeddings Using Tertiary Structures AAAI 2022
TeleMelody: Lyric-to-Melody Generation with a Template-Based Two-Stage Method EMNLP 2022
MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning NIPS 2022
Masked Prediction: A Parameter Identifiability View NIPS 2022
JAKET: Joint Pre-training of Knowledge Graph and Language Understanding AAAI 2022