conftrace_

self-supervised pretraining

85 papers

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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

TAP-CT: 3D Task-Agnostic Pretraining of Computed Tomography Foundation Models MIDL 2026
GeoNum: Bridging Numerical Continuity and Language Semantics via Geometric Embedding AAAI 2026
GorillaWatch: An Automated System for In-the-Wild Gorilla Re-Identification and Population Monitoring WACV 2026
A-V Representation Learning via Audio Shift Prediction for Multimodal Deepfake Detection and Temporal Localization WACV 2026
mmJEPA-ECG: Cross-Posture Robust Contactless Electrocardiogram Monitoring via Millimeter Wave Radar Sensing AAAI 2026
TESPEC: Temporally-Enhanced Self-Supervised Pretraining for Event Cameras ICCV 2025
USP: Unified Self-Supervised Pretraining for Image Generation and Understanding ICCV 2025
The Devil is in Fine-tuning and Long-tailed Problems: A New Benchmark for Scene Text Detection IJCAI 2025
UCM-VeID V2: A Richer Dataset and A Pre-training Method for UAV Cross-Modality Vehicle Re-Identification CVPR 2025
Gaussian-based World Model: Gaussian Priors for Voxel-Based Occupancy Prediction and Future Motion Prediction ICCV 2025
ImagineFSL: Self-Supervised Pretraining Matters on Imagined Base Set for VLM-based Few-shot Learning CVPR 2025
Aligning Moments in Time using Video Queries ICCV 2025
Beyond One Shot, Beyond One Perspective: Cross-View and Long-Horizon Distillation for Better LiDAR Representations ICCV 2025
Rethinking Masked Data Reconstruction Pretraining for Strong 3D Action Representation Learning AAAI 2025
Improving Sign Language Understanding with a Multi-Stream Masked Autoencoder Trained on ASL Videos IJCNLP 2025
Temporal Overlapping Prediction: A Self-supervised Pre-training Method for LiDAR Moving Object Segmentation ICCV 2025
MOL-Mamba: Enhancing Molecular Representation with Structural & Electronic Insights AAAI 2025
On Collaborating Small and Large Models For Few-shot Intent Detection EMNLP 2025
Divergent Domains Convergent Grading: Enhancing Generalization in Diabetic Retinopathy Grading WACV 2025
VisionPAD: A Vision-Centric Pre-training Paradigm for Autonomous Driving CVPR 2025
Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision ICCV 2025
Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA NIPS 2024
Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning NIPS 2024
Towards Open Respiratory Acoustic Foundation Models: Pretraining and Benchmarking NIPS 2024
Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction EMNLP 2024