← Learning Types

Machine Learning › Learning Types ›

Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Test-time Diverse Reasoning by Riemannian Activation Steering AAAI 2026

DRIFT: Difference-Aware Reinforcement Through Iterative Fine-Tuning for Language Model AAAI 2026

Intuitive Thinking: Expanding Large Language Models’ Thinking for Rapid Decision-Making on Candidate Corrections in Chinese Grammar Error Correction AAAI 2026

Don’t Stop the Multi-Party! On Generating Synthetic Written Multi-Party Conversations with Constraints AAAI 2026

Joint Evaluation of Answer and Reasoning Consistency for Hallucination Detection in Large Reasoning Models AAAI 2026

MARS: Multimodal Adaptive Reasoning Model for Avoiding Overthinking AAAI 2026

LaF-GRPO: In-Situ Navigation Instruction Generation for the Visually Impaired via GRPO with LLM-as-Follower Reward AAAI 2026

In-Token Rationality Optimization: Towards Accurate and Concise LLM Reasoning via Self-Feedback AAAI 2026

SMPRO: Self-Supervised Visual Preference Alignment via Differentiable Multi-Preference Multi-Group Ranking AAAI 2026

Beyond Fully Supervised Pixel Annotations: Scribble-Driven Weakly-Supervised Framework for Image Manipulation Localization AAAI 2026

Learning Depth from Past Selves: Self-Evolution Contrast for Robust Depth Estimation AAAI 2026

Human-Centric Video Generation via Collaborative Multi-Modal Conditioning AAAI 2026

RadarMP: Motion Perception for 4D mmWave Radar in Autonomous Driving AAAI 2026

VasoMIM: Vascular Anatomy-Aware Masked Image Modeling for Vessel Segmentation AAAI 2026

SkySplat: Generalizable 3D Gaussian Splatting from Multi-Temporal Sparse Satellite Images AAAI 2026

Any-Optical-Model: A Universal Foundation Model for Optical Remote Sensing AAAI 2026

HABIT: Chrono-Synergia Robust Progressive Learning Framework for Composed Image Retrieval AAAI 2026

Exploring Reliable Spatiotemporal Dependencies for Efficient Visual Tracking AAAI 2026

Self-NPO: Data-Free Diffusion Model Enhancement via Truncated Diffusion Fine-Tuning AAAI 2026

Blur-Robust Detection via Feature Restoration: An End-to-End Framework for Prior-Guided Infrared UAV Target Detection AAAI 2026

SigFusion: Unified Signal-Level Self-Supervised Learning Paradigm for Image Fusion AAAI 2026

PointMC: Multi-view Consistent Encoding and Center-Global Feature Fusion for Point Clouds Understanding AAAI 2026

CASL: Curvature-Augmented Self-supervised Learning for 3D Anomaly Detection AAAI 2026

Cyto-SSL: A Self-Supervised Pretraining Framework for Cytology Foundation Model AAAI 2026

DOS: Distilling Observable Softmaps of Zipfian Prototypes for Self-Supervised Point Representation AAAI 2026