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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

DECT: Harnessing LLM-assisted Fine-Grained Linguistic Knowledge and Label-Switched and Label-Preserved Data Generation for Diagnosis of Alzheimer’s Disease AAAI 2025
VERSE: Verification-based Self-Play for Code Instructions AAAI 2025
InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct AAAI 2025
Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning AAAI 2025
MDD-5k: A New Diagnostic Conversation Dataset for Mental Disorders Synthesized via Neuro-Symbolic LLM Agents AAAI 2025
S^3cMath: Spontaneous Step-Level Self-Correction Makes Large Language Models Better Mathematical Reasoners AAAI 2025
ARTICLE: Annotator Reliability Through In-Context Learning (Student Abstract) AAAI 2025
DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models AAAI 2025
Data Augmentation for Cross-domain Parsing via Lightweight LLM Generation and Tree Hybridization COLING 2025
Two-stage Incomplete Utterance Rewriting on Editing Operation COLING 2025
The Dynamic Duo of Collaborative Masking and Target for Advanced Masked Autoencoder Learning AAAI 2025
TabGLM: Tabular Graph Language Model for Learning Transferable Representations Through Multi-Modal Consistency Minimization AAAI 2025
DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis AAAI 2025
Enhancing Masked Time-Series Modeling via Dropping Patches AAAI 2025
AFiRe: Anatomy-Driven Self-Supervised Learning for Fine-Grained Representation in Radiographic Images AAAI 2025
Preliminary Evaluation of the Test-Time Training Layers in Recommendation System (Student Abstract) AAAI 2025
Towards More Discriminative Feature Learning in SNNs with Temporal-Self-Erasing Supervision AAAI 2025
Critical Forgetting-Based Multi-Scale Disentanglement for Deepfake Detection AAAI 2025
Toward Causal Generative Modeling: From Representation to Generation AAAI 2025
Pre-trained Behavioral Model for Malicious User Prediction on Social Platform AAAI 2025
CAGE: Unsupervised Visual Composition and Animation for Controllable Video Generation AAAI 2025
Parallel-Learning of Invariant and Tempo-variant Attributes of Single-Lead Cardiac Signals: PLITA AAAI 2025
Selective Visual Prompting in Vision Mamba AAAI 2025
Improving Generalization for AI-Synthesized Voice Detection AAAI 2025
UCM-VeID V2: A Richer Dataset and A Pre-training Method for UAV Cross-Modality Vehicle Re-Identification CVPR 2025