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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Gradient-Based Nonlinear Rehearsal Learning with Multivariate Alterations AAAI 2025
Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems AAAI 2025
Addressing Representation Collapse in Vector Quantized Models with One Linear Layer ICCV 2025
DeGauss: Dynamic-Static Decomposition with Gaussian Splatting for Distractor-free 3D Reconstruction ICCV 2025
Preliminary Evaluation of the Test-Time Training Layers in Recommendation System (Student Abstract) AAAI 2025
GeoDistill: Geometry-Guided Self-Distillation for Weakly Supervised Cross-View Localization ICCV 2025
Self-Supervised Sparse Sensor Fusion for Long Range Perception ICCV 2025
Enhancing Predictive Imaging Biomarker Discovery through Treatment Effect Analysis WACV 2025
MGDA: Model-based Goal Data Augmentation for Offline Goal-conditioned Weighted Supervised Learning AAAI 2025
HEX: Hierarchical Emergence Exploitation in Self-Supervised Algorithms WACV 2025
STLight: A Fully Convolutional Approach for Efficient Predictive Learning by Spatio-Temporal Joint Processing WACV 2025
DualNet: Robust Self-Supervised Stereo Matching with Pseudo-Label Supervision AAAI 2025
M²RL-Net: Multi-View and Multi-Level Relation Learning Network for Weakly-Supervised Image Forgery Detection AAAI 2025
Wavelet-Driven Masked Image Modeling: A Path to Efficient Visual Representation AAAI 2025
Tokenphormer: Structure-aware Multi-token Graph Transformer for Node Classification AAAI 2025
Sign-IDD: Iconicity Disentangled Diffusion for Sign Language Production AAAI 2025
SPU-IMR: Self-supervised Arbitrary-scale Point Cloud Upsampling via Iterative Mask-recovery Network AAAI 2025
Joint Class-level and Instance-level Relationship Modeling for Novel Class Discovery AAAI 2025
Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential Equations AAAI 2025
Learning Structural Causal Models from Ordering: Identifiable Flow Models AAAI 2025
HypER: Literature-grounded Hypothesis Generation and Distillation with Provenance EMNLP 2025
An Evaluation Framework for Product Images Background Inpainting Based on Human Feedback and Product Consistency AAAI 2025
NCAP: Scene Text Image Super-Resolution with Non-CAtegorical Prior WACV 2025
Less Is More: Adaptive Program Repair with Bug Localization and Preference Learning AAAI 2025
Synergy of GFlowNet and Protein Language Model Makes a Diverse Antibody Designer AAAI 2025