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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Self-Supervised Learning for Color Spike Camera Reconstruction CVPR 2025
Sequence-level Large Language Model Training with Contrastive Preference Optimization NAACL 2025
Masked Scene Modeling: Narrowing the Gap Between Supervised and Self-Supervised Learning in 3D Scene Understanding CVPR 2025
GRAG: Graph Retrieval-Augmented Generation NAACL 2025
Autoregressive Sequential Pretraining for Visual Tracking CVPR 2025
SocialEval: Evaluating Social Intelligence of Large Language Models ACL 2025
How to Learn in a Noisy World? Self-Correcting the Real-World Data Noise in Machine Translation NAACL 2025
SMILE: Infusing Spatial and Motion Semantics in Masked Video Learning CVPR 2025
Video Language Model Pretraining with Spatio-temporal Masking CVPR 2025
R2-MultiOmnia: Leading Multilingual Multimodal Reasoning via Self-Training ACL 2025
Learning from Synchronization: Self-Supervised Uncalibrated Multi-View Person Association in Challenging Scenes CVPR 2025
Multi-modal Vision Pre-training for Medical Image Analysis CVPR 2025
When the Future Becomes the Past: Taming Temporal Correspondence for Self-supervised Video Representation Learning CVPR 2025
PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning ACL 2025
ResoFilter: Fine-grained Synthetic Data Filtering for Large Language Models through Data-Parameter Resonance Analysis NAACL 2025
MAP: Unleashing Hybrid Mamba-Transformer Vision Backbone's Potential with Masked Autoregressive Pretraining CVPR 2025
Visual Prompting for One-shot Controllable Video Editing without Inversion CVPR 2025
Enhancing Persona Consistency for LLMs’ Role-Playing using Persona-Aware Contrastive Learning ACL 2025
Revisiting MAE Pre-training for 3D Medical Image Segmentation CVPR 2025
Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation ACL 2025
Sonata: Self-Supervised Learning of Reliable Point Representations CVPR 2025
Open-World Attribute Mining for E-Commerce Products with Multimodal Self-Correction Instruction Tuning ACL 2025
Meta-Reflection: A Feedback-Free Reflection Learning Framework ACL 2025
BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering ACL 2025
Generating Fine Details of Entity Interactions EMNLP 2025