Self-Supervised Learning

MOSAIC: Masked Objective with Selective Adaptation for In-domain Contrastive Learning EACL 2026 MSPCaps: A Multi-Scale Patchify Capsule Network with Cross-Agreement Routing for Visual Recognition AAAI 2026 MUG: Meta-path-aware Universal Heterogeneous Graph Pre-Training AAAI 2026 Multi-Agent VLMs Guided Self-Training with PNU Loss for Low-Resource Offensive Content Detection AAAI 2026 Multifaceted Scenario-Aware Hypergraph Learning for Next POI Recommendation AAAI 2026 Multi-graph Fusion Cross-model Contrastive Learning for Recommendation AAAI 2026 Multi-Horizon Time Series Forecasting of Non-Parametric CDFs with Deep Lattice Networks AAAI 2026 Multilingual Self-Taught Faithfulness Evaluators EACL 2026 Multimodal Digital Phenotyping for Early Prediction of Manic Episodes Through Keystroke Dynamics and Circadian Pattern Analysis AAAI 2026 Multimodal Table Understanding with Difficulty-aware Reinforcement Learning AAAI 2026 Negative Entity Suppression for Zero-Shot Captioning with Synthetic Images AAAI 2026 Nemotron-CrossThink: Scaling Self-Learning beyond Math Reasoning EACL 2026 NERVE: Neighbourhood & Entropy-Guided Random-Walk for Training Free Open-Vocabulary Segmentation WACV 2026 NeuroBridge: Bio-Inspired Self-Supervised EEG-to-Image Decoding via Cognitive Priors and Bidirectional Semantic Alignment AAAI 2026 New Synthetic Goldmine: Hand Joint Angle-Driven EMG Data Generation Framework for Micro-Gesture Recognition AAAI 2026 Noise-Aware Graph-Based Cognitive Diagnostic Framework Through Low-Rank Alignment AAAI 2026 NucEL: Single-Nucleotide ELECTRA-Style Genomic Pre-training for Efficient and Interpretable Representations AAAI 2026 One-Shot Fine-Grained Re-Identification of Paint Marked Honey Bees using Vision Foundation Models WACV 2026 Online Difficulty Filtering for Reasoning Oriented Reinforcement Learning EACL 2026 On Model and Data Scaling for Skeleton-based Self-Supervised Gait Recognition AAAI 2026 P2S: Probabilistic Process Supervision for General-Domain Reasoning Question Answering AAAI 2026 PAC-Bayesian Analysis of the Surrogate Relation between Joint Embedding and Supervised Downstream Losses ALT 2026 ParaMETA: Towards Learning Disentangled Paralinguistic Speaking Styles Representations from Speech AAAI 2026 Parameter-Free Clustering via Self-Supervised Consensus Maximization AAAI 2026 PINet: Improving the Stability of Prototype Networks via Phantasia-Inspired Uncertain Representations AAAI 2026