conftrace_

self-supervised pretraining

85 papers

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Also known as

SSP

Co-occurring keywords

self-supervised learning (3777) transfer learning (5449) representation learning (6206) contrastive learning (4032) graph neural network (3962) multimodal learning (4645) masked autoencoder (203) few-shot learning (3398) vision transformer (1106) self-supervised pre-training (87)

Papers

Towards Open Respiratory Acoustic Foundation Models: Pretraining and Benchmarking NIPS 2024
Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning NIPS 2024
Multi-view Masked Contrastive Representation Learning for Endoscopic Video Analysis NIPS 2024
SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection NIPS 2024
Pretraining Codomain Attention Neural Operators for Solving Multiphysics PDEs NIPS 2024
Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery AAAI 2024
Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction EMNLP 2024
Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA NIPS 2024
Long-tailed Object Detection Pretraining: Dynamic Rebalancing Contrastive Learning with Dual Reconstruction NIPS 2024
i-Code: An Integrative and Composable Multimodal Learning Framework AAAI 2023
TTIC’s Submission to WMT-SLT 23 EMNLP 2023
Bootstrapping the Relationship Between Images and Their Clean and Noisy Labels WACV 2023
DegAE: A New Pretraining Paradigm for Low-Level Vision CVPR 2023
Chain-of-Skills: A Configurable Model for Open-Domain Question Answering ACL 2023
Actionlet-Dependent Contrastive Learning for Unsupervised Skeleton-Based Action Recognition CVPR 2023
FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction ACL 2023
Weakly-Guided Self-Supervised Pretraining for Temporal Activity Detection AAAI 2023
Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning NIPS 2023
VideoMAE V2: Scaling Video Masked Autoencoders With Dual Masking CVPR 2023
Implicit Surface Contrastive Clustering for LiDAR Point Clouds CVPR 2023
One-Model-Connects-All: A Unified Graph Pre-Training Model for Online Community Modeling EMNLP 2023
Does Visual Pretraining Help End-to-End Reasoning? NIPS 2023
Affordance Grounding From Demonstration Video To Target Image CVPR 2023
Spoofing Attacker Also Benefits from Self-Supervised Pretrained Model INTERSPEECH 2023
Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification INTERSPEECH 2023