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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

BMIP: Bi-directional Modality Interaction Prompt Learning for VLM IJCAI 2025
Diffusion-Based Generative Regularization for Supervised Discriminative Learning WACV 2025
Can Generative Models Improve Self-Supervised Representation Learning? AAAI 2025
Learning Complex Heterogeneous Multimodal Fake News via Social Latent Network Inference AAAI 2025
Can Retelling Have Adequate Information for Reasoning? An Enhancement Method for Imperfect Video Understanding with Large Language Model IJCAI 2025
Frequency-Masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning AAAI 2025
SRA-MCTS: Self-driven Reasoning Augmentation with Monte Carlo Tree Search for Code Generation IJCAI 2025
IDF: Iterative Dynamic Filtering Networks for Generalizable Image Denoising ICCV 2025
Hallucination Reduction in Video-Language Models via Hierarchical Multimodal Consistency IJCAI 2025
What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning ICCV 2025
Point Cloud Self-supervised Learning via 3D to Multi-view Masked Learner ICCV 2025
SiM3D: Single-instance Multiview Multimodal and Multisetup 3D Anomaly Detection Benchmark ICCV 2025
KGCL: Knowledge-Enhanced Graph Contrastive Learning for Retrosynthesis Prediction Based on Molecular Graph Editing IJCAI 2025
Backdooring Self-Supervised Contrastive Learning by Noisy Alignment ICCV 2025
A Survey on the Feedback Mechanism of LLM-based AI Agents IJCAI 2025
What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models ICCV 2025
MedDiT: A Knowledge-Controlled Diffusion Transformer Framework for Dynamic Medical Image Generation in Virtual Simulated Patient IJCAI 2025
SHeaP: Self-Supervised Head Geometry Predictor Learned via 2D Gaussians ICCV 2025
Beyond [cls]: Exploring the True Potential of Masked Image Modeling Representations ICCV 2025
SceneSplat: Gaussian Splatting-based Scene Understanding with Vision-Language Pretraining ICCV 2025
CT-ScanGaze: A Dataset and Baselines for 3D Volumetric Scanpath Modeling ICCV 2025
Autoregressive Denoising Score Matching is a Good Video Anomaly Detector ICCV 2025
Critical Forgetting-Based Multi-Scale Disentanglement for Deepfake Detection AAAI 2025
Know Thyself: Validating Knowledge Awareness of LLM-based Persona Agents NAACL 2025
Deep Non-Rigid Structure-from-Motion Revisited: Canonicalization and Sequence Modeling AAAI 2025